Add blackbox package: session flight recorder with HTMX dashboard (#39)

* feat(blackbox): add package with models, CLI, and HTMX dashboard

* test(blackbox): add comprehensive test coverage for dashboard

* feat(blackbox): cache session scanning via watcher invalidation

* docs(blackbox): add README and use fastapi[standard] for dev server

* refactor(blackbox): extract presentation logic into formatter classes

* refactor(blackbox): extract classify_error helpers

* feat(blackbox): wire analytics into session detail view

Show token usage, tool breakdowns, and session stats in a
collapsible panel when viewing a session.

* feat(blackbox): add codeflash plugin detection

Detect codeflash agent names, skills, and commands in transcripts.
Surface language, optimization domain, and capability badges in
the analytics panel.

* refactor(blackbox): remove underscore prefixes from internal functions

* chore: add ty python-version to root pyproject.toml

* chore(blackbox): fix lint errors in test files

* style(blackbox): apply ruff formatting to analytics

* feat(blackbox): add Playwright E2E tests for dashboard

Refactor app.py to expose create_app() factory accepting a projects_dir
override, enabling tests to run against fixture data instead of the real
~/.claude/projects/ directory. Routes now read projects_dir from
app.state instead of the module-level constant.

Add 26 Playwright tests across 5 files covering dashboard loading,
session list, session detail with filters and analytics, sidebar
collapse/localStorage persistence, and SSE log streaming. All tests
pass on chromium, firefox, and webkit (78 total).

CI gets a new e2e-blackbox job with a browser matrix strategy running
all three engines in parallel, conditional on blackbox path changes,
with trace upload on failure.

* fix(ci): sync only blackbox package in e2e job

* fix(ci): exclude e2e tests from unit test job

The test job doesn't install Playwright browsers, so e2e tests error
when pytest collects them. Ignore tests/e2e/ directories in the test
job — those are handled by the dedicated e2e-blackbox job.

.github/workflows/ci.yml

@@ -66,18 +66,49 @@ jobs:
       - name: Test changed packages
         run: |
           if [ "${{ github.event_name }}" = "push" ]; then
-            uv run pytest packages/ -v
+            uv run pytest packages/ -v --ignore=packages/blackbox/tests/e2e
           else
             CHANGED='${{ needs.changes.outputs.packages }}'
             for pkg in $(echo "$CHANGED" | jq -r '.[]'); do
               echo "::group::Testing $pkg"
-              uv run pytest "packages/$pkg" -v
+              uv run pytest "packages/$pkg" -v --ignore="packages/$pkg/tests/e2e"
               echo "::endgroup::"
             done
           fi
         env:
           CI: "true"
 
+  e2e-blackbox:
+    needs: changes
+    if: >-
+      github.event_name == 'push'
+      || contains(fromJSON(needs.changes.outputs.packages), 'blackbox')
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+    strategy:
+      fail-fast: false
+      matrix:
+        browser: [chromium, firefox, webkit]
+    steps:
+      - uses: actions/checkout@v6
+      - uses: astral-sh/setup-uv@v8.0.0
+        with:
+          python-version: "3.12"
+          enable-cache: true
+      - run: uv sync --package blackbox
+      - name: Install Playwright browsers
+        run: uv run playwright install --with-deps ${{ matrix.browser }}
+      - name: Run E2E tests (${{ matrix.browser }})
+        run: uv run pytest packages/blackbox/tests/e2e/ -v --browser ${{ matrix.browser }} --tracing=retain-on-failure
+      - name: Upload Playwright traces
+        if: failure()
+        uses: actions/upload-artifact@v4
+        with:
+          name: playwright-traces-${{ matrix.browser }}
+          path: test-results/
+          retention-days: 7
+
   version:
     if: github.event_name == 'pull_request'
     runs-on: ubuntu-latest

packages/blackbox/README.md

@@ -0,0 +1,61 @@
+# blackbox
+
+A flight data recorder for AI coding agent sessions.
+
+## Why "blackbox"?
+
+Aircraft carry black boxes (flight data recorders) that silently capture
+everything during a flight, then become invaluable when you need to
+understand what happened. This package does the same for AI coding agent
+sessions: it watches, records, and lets you replay what the agent did,
+how it spent tokens, where it got stuck, and whether the session achieved
+its goal.
+
+Currently supports Claude Code. Codex and Gemini support is planned.
+
+## What it does
+
+**Dashboard** -- a local HTMX web UI for browsing session transcripts
+in real time.
+
+- Sidebar with all sessions from `~/.claude/projects/`, sorted by recency
+- Live session detection via filesystem watching (green dot indicator)
+- Streaming log view with filter presets (all, compact, important, errors)
+- Tool call previews, error highlighting, user message formatting
+
+**Analytics models** -- structured data types for session-level metrics,
+weekly trends, project breakdowns, and recommendations. These feed into
+the analysis pipeline (in progress) that will produce session digests
+and surface patterns across sessions.
+
+## Usage
+
+```bash
+blackbox serve              # open dashboard at http://localhost:7100
+blackbox serve --port 8080  # custom port
+blackbox serve --no-open    # don't auto-open browser
+```
+
+## Package structure
+
+```
+src/blackbox/
+  cli.py              # CLI entry point (serve command)
+  models.py           # All domain models (attrs frozen classes)
+  dashboard/
+    app.py            # FastAPI instance + lifespan
+    routes.py         # API endpoints + SSE log streaming
+    rendering.py      # HTML rendering, filtering, formatting
+    transcript.py     # JSONL transcript parser + session scanner
+    watcher.py        # Watchdog-based live session detection + cache
+    templates/        # Jinja2 templates (Tailwind + HTMX)
+```
+
+## Development
+
+```bash
+uv sync
+uv run fastapi dev src/blackbox/dashboard/app.py  # hot reload on :8000
+uv run pytest tests/ -v
+uv run ruff check src/ tests/
+```

packages/blackbox/pyproject.toml

@@ -0,0 +1,95 @@
+[project]
+name = "blackbox"
+version = "0.1.0"
+description = "Flight data recorder for AI coding agent sessions"
+requires-python = ">=3.12"
+dependencies = [
+    "attrs>=24.2.0",
+    "danom>=0.13.0",
+    "fastapi[standard]>=0.115.0",
+    "jinja2>=3.1.0",
+    "sse-starlette>=2.0.0",
+    "uvicorn>=0.30.0",
+    "watchdog>=4.0.0",
+]
+
+[project.scripts]
+blackbox = "blackbox.cli:main"
+
+[build-system]
+requires = ["uv_build>=0.7.2,<0.8"]
+build-backend = "uv_build"
+
+[tool.uv.sources]
+danom = { git = "https://github.com/KRRT7/danom.git", branch = "feat/add-py-typed" }
+
+[dependency-groups]
+dev = [
+    "pytest>=9.0.3",
+    "pytest-cov>=6.2.1",
+    "ruff>=0.15.12",
+    "interrogate>=1.7.0",
+    "pytest-asyncio>=1.3.0",
+    "ty>=0.0.33",
+    "pytest-playwright>=0.7.2",
+]
+typing = [
+    "mypy>=1.20.2",
+]
+
+[tool.ty.environment]
+python-version = "3.12"
+
+[tool.mypy]
+strict = true
+warn_return_any = true
+warn_unused_configs = true
+
+[tool.pytest.ini_options]
+asyncio_mode = "auto"
+markers = [
+    "e2e: end-to-end browser tests (requires playwright)",
+]
+
+[tool.coverage.run]
+source = ["blackbox"]
+branch = true
+
+[tool.coverage.report]
+show_missing = true
+skip_empty = true
+
+[tool.interrogate]
+fail-under = 100
+verbose = 2
+
+[tool.ruff]
+line-length = 120
+
+[tool.ruff.lint]
+select = ["ALL"]
+ignore = [
+    "A",
+    "ANN",
+    "ARG",
+    "ASYNC240",
+    "COM812",
+    "D",
+    "E501",
+    "EM",
+    "FBT",
+    "ISC001",
+    "PLR2004",
+    "RET504",
+    "S",
+    "SIM300",
+    "TC003",
+    "TRY003",
+]
+
+[tool.ruff.lint.per-file-ignores]
+"tests/**" = [
+    "PLC0415",
+    "SIM300",
+    "SLF001",
+]

packages/blackbox/src/blackbox/__init__.py

@@ -0,0 +1,23 @@
+"""Blackbox — flight data recorder for AI coding agent sessions."""
+
+from __future__ import annotations
+
+from blackbox.models import (
+    ProjectStats,
+    Recommendation,
+    SessionAudit,
+    SessionDigest,
+    SessionEvent,
+    SessionMeta,
+    WeekStats,
+)
+
+__all__ = [
+    "ProjectStats",
+    "Recommendation",
+    "SessionAudit",
+    "SessionDigest",
+    "SessionEvent",
+    "SessionMeta",
+    "WeekStats",
+]

packages/blackbox/src/blackbox/analytics.py

@@ -0,0 +1,393 @@
+"""Extract structured analytics from Claude Code session transcripts."""
+
+from __future__ import annotations
+
+import json
+from collections import Counter
+from pathlib import Path
+from typing import Any
+
+from blackbox.dashboard.transcript import ts_to_epoch
+from blackbox.models import (
+    CODEFLASH_AGENT_PREFIXES,
+    CODEFLASH_COMMANDS,
+    CODEFLASH_SKILLS,
+    CodeflashSession,
+    SessionMeta,
+)
+
+EDIT_TOOLS = {"Edit", "Write", "NotebookEdit"}
+FILE_EXTENSIONS: dict[str, str] = {
+    ".py": "python",
+    ".js": "javascript",
+    ".ts": "typescript",
+    ".tsx": "typescript",
+    ".jsx": "javascript",
+    ".go": "go",
+    ".rs": "rust",
+    ".java": "java",
+    ".rb": "ruby",
+    ".sh": "shell",
+    ".bash": "shell",
+    ".zsh": "shell",
+    ".toml": "toml",
+    ".yaml": "yaml",
+    ".yml": "yaml",
+    ".json": "json",
+    ".md": "markdown",
+    ".html": "html",
+    ".css": "css",
+}
+
+
+def extract_meta(path: Path) -> SessionMeta | None:  # noqa: C901, PLR0912, PLR0915
+    """Extract a SessionMeta from a raw .jsonl transcript."""
+    session_id = path.stem
+    project_path = path.parent.name
+
+    timestamps: list[float] = []
+    user_messages = 0
+    assistant_messages = 0
+    tool_calls = 0
+    tool_counts: Counter[str] = Counter()
+    tool_errors = 0
+    tool_error_categories: Counter[str] = Counter()
+    tool_error_details: list[tuple[str, str]] = []
+    input_tokens = 0
+    output_tokens = 0
+    cache_read_tokens = 0
+    cache_creation_tokens = 0
+    files_modified: set[str] = set()
+    lines_added = 0
+    lines_removed = 0
+    git_commits = 0
+    git_branch: str | None = None
+    user_interruptions = 0
+    compactions = 0
+    subagents_spawned = 0
+    thinking_blocks = 0
+    web_searches = 0
+    web_fetches = 0
+    permission_mode: str | None = None
+    languages: Counter[str] = Counter()
+    first_prompt = ""
+    pending_tools: dict[str, str] = {}
+    codeflash_agents: set[str] = set()
+    codeflash_skills: set[str] = set()
+    codeflash_commands: set[str] = set()
+    teams_created = 0
+
+    try:
+        text = path.read_text()
+    except OSError:
+        return None
+
+    for line in text.splitlines():
+        if not line.strip():
+            continue
+        try:
+            raw = json.loads(line)
+        except json.JSONDecodeError:
+            continue
+
+        ts = ts_to_epoch(raw.get("timestamp"))
+        if ts:
+            timestamps.append(ts)
+
+        entry_type = raw.get("type", "")
+
+        if entry_type == "permission-mode":
+            permission_mode = raw.get("permissionMode")
+            continue
+
+        if entry_type == "summary":
+            compactions += 1
+            continue
+
+        if git_branch is None and raw.get("gitBranch"):
+            git_branch = raw["gitBranch"]
+
+        if entry_type == "user":
+            msg = raw.get("message", {})
+            if not isinstance(msg, dict):
+                continue
+            content = msg.get("content", "")
+            if isinstance(content, str) and content.strip():
+                user_messages += 1
+                if not first_prompt:
+                    first_prompt = content[:120]
+            elif isinstance(content, list):
+                has_tool_result = any(isinstance(b, dict) and b.get("type") == "tool_result" for b in content)
+                if has_tool_result:
+                    for block in content:
+                        if not isinstance(block, dict) or block.get("type") != "tool_result":
+                            continue
+                        tool_use_id = block.get("tool_use_id", "")
+                        is_error = block.get("is_error", False)
+                        if is_error:
+                            tool_errors += 1
+                            tool_name = pending_tools.get(tool_use_id, "unknown")
+                            category = classify_error(tool_name, block, raw)
+                            tool_error_categories[category] += 1
+                            stderr = ""
+                            tur = raw.get("toolUseResult", {})
+                            if isinstance(tur, dict):
+                                stderr = tur.get("stderr", "")
+                            detail_text = stderr or str(block.get("content", ""))[:200]
+                            tool_error_details.append((category, detail_text))
+                else:
+                    user_messages += 1
+                    if not first_prompt:
+                        texts = [b.get("text", "") for b in content if isinstance(b, dict) and b.get("type") == "text"]
+                        first_prompt = " ".join(texts)[:120]
+
+            interrupted = False
+            tur = raw.get("toolUseResult", {})
+            if isinstance(tur, dict):
+                interrupted = tur.get("interrupted", False)
+            if interrupted:
+                user_interruptions += 1
+
+        elif entry_type == "assistant":
+            msg = raw.get("message", {})
+            if not isinstance(msg, dict):
+                continue
+            usage = msg.get("usage", {})
+            if usage:
+                input_tokens += usage.get("input_tokens", 0)
+                output_tokens += usage.get("output_tokens", 0)
+                cache_read_tokens += usage.get("cache_read_input_tokens", 0)
+                cache_creation_tokens += usage.get("cache_creation_input_tokens", 0)
+                stu = usage.get("server_tool_use", {})
+                if stu:
+                    web_searches += stu.get("web_search_requests", 0)
+                    web_fetches += stu.get("web_fetch_requests", 0)
+
+            content = msg.get("content", [])
+            if not isinstance(content, list):
+                assistant_messages += 1
+                continue
+
+            has_text = False
+            for block in content:
+                if not isinstance(block, dict):
+                    continue
+                btype = block.get("type", "")
+                if btype == "text" and block.get("text", "").strip():
+                    has_text = True
+                elif btype == "thinking":
+                    thinking_blocks += 1
+                elif btype == "tool_use":
+                    tool_name = block.get("name", "unknown")
+                    tool_calls += 1
+                    tool_counts[tool_name] += 1
+                    tool_id = block.get("id", "")
+                    if tool_id:
+                        pending_tools[tool_id] = tool_name
+                    if tool_name == "Agent":
+                        subagents_spawned += 1
+                    if tool_name == "TeamCreate":
+                        teams_created += 1
+                    tool_input = block.get("input", {})
+                    if isinstance(tool_input, dict):
+                        track_file_changes(
+                            tool_name,
+                            tool_input,
+                            files_modified,
+                            languages,
+                        )
+                        lines_a, lines_r = count_diff_lines(tool_name, tool_input)
+                        lines_added += lines_a
+                        lines_removed += lines_r
+                        if tool_name == "Bash":
+                            cmd = tool_input.get("command", "")
+                            if isinstance(cmd, str) and "git commit" in cmd and "--amend" not in cmd:
+                                git_commits += 1
+                        if tool_name == "Agent":
+                            agent_name = tool_input.get("name", "") or tool_input.get("subagent_type", "")
+                            if agent_name in CODEFLASH_AGENT_PREFIXES:
+                                codeflash_agents.add(agent_name)
+                        if tool_name == "Skill":
+                            skill_name = tool_input.get("skill", "")
+                            if skill_name in CODEFLASH_SKILLS:
+                                codeflash_skills.add(skill_name)
+                            if skill_name in CODEFLASH_COMMANDS:
+                                codeflash_commands.add(skill_name)
+            if has_text:
+                assistant_messages += 1
+
+    if not timestamps:
+        return None
+
+    start_time = min(timestamps)
+    end_time = max(timestamps)
+
+    return SessionMeta(
+        session_id=session_id,
+        project_path=project_path,
+        transcript_path=str(path),
+        start_time=start_time,
+        end_time=end_time,
+        duration_s=end_time - start_time,
+        user_messages=user_messages,
+        assistant_messages=assistant_messages,
+        tool_calls=tool_calls,
+        tool_counts=dict(tool_counts),
+        tool_errors=tool_errors,
+        tool_error_categories=dict(tool_error_categories),
+        tool_error_details=tuple(tool_error_details),
+        input_tokens=input_tokens,
+        output_tokens=output_tokens,
+        cache_read_tokens=cache_read_tokens,
+        cache_creation_tokens=cache_creation_tokens,
+        languages=dict(languages),
+        files_modified=len(files_modified),
+        lines_added=lines_added,
+        lines_removed=lines_removed,
+        git_commits=git_commits,
+        git_branch=git_branch,
+        user_interruptions=user_interruptions,
+        compactions=compactions,
+        subagents_spawned=subagents_spawned,
+        thinking_blocks=thinking_blocks,
+        web_searches=web_searches,
+        web_fetches=web_fetches,
+        permission_mode=permission_mode,
+        first_prompt=first_prompt,
+        codeflash=detect_codeflash(codeflash_agents, codeflash_skills, codeflash_commands, teams_created),
+    )
+
+
+def classify_error(tool_name: str, block: dict[str, Any], raw: dict[str, Any]) -> str:
+    """Classify a tool error into a category based on tool name and error content."""
+    tur = raw.get("toolUseResult", {})
+    stderr = ""
+    if isinstance(tur, dict):
+        stderr = tur.get("stderr", "")
+    error_text = (stderr or str(block.get("content", ""))).lower()
+
+    if tool_name == "Edit":
+        return "edit_failed"
+    if tool_name == "Bash":
+        return classify_bash_error(error_text)
+    if tool_name in ("Read", "Write"):
+        return classify_file_error(error_text)
+    return "tool_error"
+
+
+def classify_bash_error(error_text: str) -> str:
+    if "permission denied" in error_text:
+        return "permission_denied"
+    if "command not found" in error_text:
+        return "command_not_found"
+    return "command_failed"
+
+
+def classify_file_error(error_text: str) -> str:
+    if "not found" in error_text or "no such file" in error_text:
+        return "file_not_found"
+    return "file_error"
+
+
+def track_file_changes(
+    tool_name: str,
+    tool_input: dict[str, Any],
+    files: set[str],
+    languages: Counter[str],
+) -> None:
+    """Track which files were modified and what languages are involved."""
+    if tool_name not in EDIT_TOOLS:
+        return
+    fp = tool_input.get("file_path", "")
+    if not fp:
+        return
+    files.add(fp)
+    ext = Path(fp).suffix.lower()
+    lang = FILE_EXTENSIONS.get(ext)
+    if lang:
+        languages[lang] += 1
+
+
+def count_diff_lines(tool_name: str, tool_input: dict[str, Any]) -> tuple[int, int]:
+    """Estimate lines added/removed from Edit and Write tool inputs."""
+    if tool_name == "Edit":
+        old = tool_input.get("old_string", "")
+        new = tool_input.get("new_string", "")
+        if isinstance(old, str) and isinstance(new, str):
+            old_lines = old.count("\n") + (1 if old else 0)
+            new_lines = new.count("\n") + (1 if new else 0)
+            added = max(0, new_lines - old_lines)
+            removed = max(0, old_lines - new_lines)
+            return added, removed
+    if tool_name == "Write":
+        content = tool_input.get("content", "")
+        if isinstance(content, str):
+            return content.count("\n") + 1, 0
+    return 0, 0
+
+
+def detect_codeflash(
+    agents: set[str],
+    skills: set[str],
+    commands: set[str],
+    teams_created: int,
+) -> CodeflashSession | None:
+    """Build a CodeflashSession if any codeflash plugin signals were detected."""
+    if not agents and not skills and not commands:
+        return None
+
+    language = infer_language(agents)
+    domain = infer_domain(agents)
+
+    return CodeflashSession(
+        is_codeflash=True,
+        language=language,
+        agents_used=tuple(sorted(agents)),
+        skills_invoked=tuple(sorted(skills)),
+        commands_invoked=tuple(sorted(commands)),
+        teams_created=teams_created,
+        optimization_domain=domain,
+        has_researcher="codeflash-researcher" in agents,
+        has_reviewer="codeflash-review" in agents,
+        has_ci_handler=any(a.endswith("-ci") for a in agents),
+        has_pr_prep=any(a.endswith("-pr-prep") for a in agents),
+    )
+
+
+LANGUAGE_AGENT_MARKERS: dict[str, str] = {
+    "codeflash-python": "python",
+    "codeflash-javascript": "javascript",
+    "codeflash-java": "java",
+}
+
+
+def infer_language(agents: set[str]) -> str | None:
+    """Infer the target language from which language-specific agents were invoked."""
+    for marker, lang in LANGUAGE_AGENT_MARKERS.items():
+        if marker in agents:
+            return lang
+    for agent in agents:
+        if agent.startswith("codeflash-js-"):
+            return "javascript"
+        if agent.startswith("codeflash-java-"):
+            return "java"
+    return None
+
+
+DOMAIN_AGENT_SUFFIXES: dict[str, str] = {
+    "-cpu": "cpu",
+    "-memory": "memory",
+    "-async": "async",
+    "-structure": "structure",
+    "-deep": "deep",
+    "-bundle": "bundle",
+}
+
+
+def infer_domain(agents: set[str]) -> str | None:
+    """Infer the optimization domain from specialist agents used."""
+    for agent in agents:
+        for suffix, domain in DOMAIN_AGENT_SUFFIXES.items():
+            if agent.endswith(suffix):
+                return domain
+    return None

packages/blackbox/src/blackbox/cli.py

@@ -0,0 +1,58 @@
+from __future__ import annotations
+
+import argparse
+import sys
+import webbrowser
+
+from danom import Err, safe
+
+
+@safe
+def parse_args(argv: list[str] | None = None) -> argparse.Namespace:
+    parser = argparse.ArgumentParser(
+        prog="blackbox",
+        description="Flight data recorder for AI coding agent sessions",
+    )
+    subparsers = parser.add_subparsers(dest="command", required=True)
+
+    serve_parser = subparsers.add_parser("serve", help="Launch the session dashboard")
+    serve_parser.add_argument("--port", type=int, default=7100)
+    serve_parser.add_argument("--no-open", action="store_true", help="Don't open browser automatically")
+
+    return parser.parse_args(argv)
+
+
+@safe
+def run(args: argparse.Namespace) -> None:
+    if args.command == "serve":
+        run_serve(args)
+    else:
+        msg = f"Unknown command: {args.command}"
+        raise ValueError(msg)
+
+
+def run_serve(args: argparse.Namespace) -> None:
+    import uvicorn  # noqa: PLC0415
+
+    from blackbox.dashboard.app import app  # noqa: PLC0415
+
+    if not args.no_open:
+        import threading  # noqa: PLC0415
+
+        def open_browser() -> None:
+            import time  # noqa: PLC0415
+
+            time.sleep(1.0)
+            webbrowser.open(f"http://localhost:{args.port}")
+
+        threading.Thread(target=open_browser, daemon=True).start()
+
+    uvicorn.run(app, host="127.0.0.1", port=args.port, log_level="warning")
+
+
+def main() -> None:
+    args = parse_args().unwrap()
+    result = run(args)
+    if isinstance(result, Err):
+        print(f"Error: {result.error}", file=sys.stderr)  # noqa: T201
+        sys.exit(1)

packages/blackbox/src/blackbox/dashboard/app.py

@@ -0,0 +1,37 @@
+"""FastAPI + HTMX dashboard for browsing Claude Code session transcripts."""
+
+from __future__ import annotations
+
+from contextlib import asynccontextmanager
+from pathlib import Path
+from typing import TYPE_CHECKING
+
+from fastapi import FastAPI
+
+from blackbox.dashboard.routes import PROJECTS_DIR, router
+from blackbox.dashboard.watcher import SessionWatcher
+
+if TYPE_CHECKING:
+    from collections.abc import AsyncIterator
+
+
+def create_app(projects_dir: Path | None = None) -> FastAPI:
+    """Create the dashboard FastAPI app, optionally overriding the projects directory."""
+    actual_dir = projects_dir or PROJECTS_DIR
+
+    @asynccontextmanager
+    async def lifespan(the_app: FastAPI) -> AsyncIterator[None]:
+        """Start/stop the session watcher around the app lifecycle."""
+        watcher = SessionWatcher(actual_dir)
+        watcher.start()
+        the_app.state.watcher = watcher
+        the_app.state.projects_dir = actual_dir
+        yield
+        watcher.stop()
+
+    application = FastAPI(title="blackbox", lifespan=lifespan)
+    application.include_router(router)
+    return application
+
+
+app = create_app()

packages/blackbox/src/blackbox/dashboard/rendering.py

@@ -0,0 +1,180 @@
+"""HTML rendering helpers for log entries."""
+
+from __future__ import annotations
+
+import re
+import time
+from datetime import UTC, datetime
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from blackbox.models import LogEntry
+
+FILTER_PRESETS: dict[str, set[str] | None] = {
+    "all": None,
+    "compact": None,
+    "important": {"status", "assistant", "error", "info"},
+    "errors": {"error"},
+}
+
+SKIP_LEVELS = {
+    "delta",
+    "stream",
+    "block_stop",
+    "block_start",
+    "thinking_delta",
+    "tool_start",
+}
+
+
+def fmt_time(ts: float) -> str:
+    return datetime.fromtimestamp(ts, tz=UTC).strftime("%H:%M:%S")
+
+
+def fmt_duration(started: float, finished: float | None) -> str:
+    end = finished or time.time()
+    secs = int(end - started)
+    if secs < 0:
+        return "0s"
+    if secs < 60:
+        return f"{secs}s"
+    mins, secs = divmod(secs, 60)
+    if mins < 60:
+        return f"{mins}m{secs:02d}s"
+    hrs, mins = divmod(mins, 60)
+    return f"{hrs}h{mins:02d}m"
+
+
+def fmt_relative(ts: float) -> str:
+    delta = time.time() - ts
+    if delta < 60:
+        return "just now"
+    if delta < 3600:
+        return f"{int(delta / 60)}m ago"
+    if delta < 86400:
+        return f"{int(delta / 3600)}h ago"
+    return f"{int(delta / 86400)}d ago"
+
+
+def passes_filter(
+    entry: LogEntry,
+    filter_name: str,
+    allowed: set[str] | None,
+) -> bool:
+    stripped = entry.message.strip()
+    if not stripped:
+        return False
+    if filter_name == "all":
+        return True
+    if entry.level in SKIP_LEVELS:
+        return False
+    if allowed is not None and entry.level not in allowed:
+        return False
+    return not (entry.level == "assistant" and stripped == "(thinking)")
+
+
+def esc(text: str) -> str:
+    return text.replace("&", "&amp;").replace("<", "&lt;").replace(">", "&gt;").replace("\n", "<br>")
+
+
+BOLD_RE = re.compile(r"\*\*(.+?)\*\*")
+
+
+def esc_md(text: str) -> str:
+    escaped = esc(text)
+    return BOLD_RE.sub(r'<strong class="text-white">\1</strong>', escaped)
+
+
+def shorten_paths(text: str) -> str:
+    text = re.sub(r"/(?:private/)?tmp/[^\s\"']+/?", "", text)
+    return text
+
+
+SOURCE_CLASSES = {
+    "claude": "bg-blue-500",
+    "user": "bg-green-500",
+    "system": "bg-surface-700",
+}
+
+SOURCE_LABELS = {
+    "claude": "CLU",
+    "user": "USR",
+    "system": "SYS",
+}
+
+
+def tool_call_html(preview: str) -> str:
+    shortened = shorten_paths(preview)
+    lines = shortened.split("\n")
+    if len(lines) <= 3:
+        return f'<span class="text-gray-500">{esc(shortened)}</span>'
+    summary = esc(lines[0])
+    rest = esc("\n".join(lines[1:]))
+    return (
+        f'<span class="text-gray-500">{summary}'
+        f'<details class="inline"><summary class="cursor-pointer'
+        f' text-gray-600 text-xs ml-1">+{len(lines) - 1}'
+        f" lines</summary>"
+        f'<pre class="text-xs mt-1 text-gray-600'
+        f' whitespace-pre-wrap">{rest}</pre>'
+        f"</details></span>"
+    )
+
+
+def render_log_html(entry: LogEntry) -> str:  # noqa: C901, PLR0912
+    ts = fmt_time(entry.timestamp)
+    src_cls = SOURCE_CLASSES.get(entry.source, "bg-gray-600")
+    src_label = SOURCE_LABELS.get(entry.source, entry.source[:3].upper())
+
+    if entry.level == "tool_call":
+        tool = entry.data.get("tool", "tool")
+        preview = entry.data.get("input_preview", entry.message)
+        badge_cls = "bg-amber-500"
+        badge_label = esc(tool[:12])
+    elif entry.level == "tool_result":
+        badge_cls = "bg-gray-700"
+        badge_label = "RES"
+    else:
+        badge_cls = src_cls
+        badge_label = src_label
+
+    if entry.source == "user" and entry.level == "info":
+        msg = f'<span class="text-green-300 font-medium">{esc_md(entry.message)}</span>'
+    elif entry.level == "tool_call":
+        preview = entry.data.get("input_preview", "")
+        msg = tool_call_html(preview)
+    elif entry.level == "tool_result":
+        text = entry.message[:500]
+        if len(entry.message) > 500:
+            text += "..."
+        msg = f'<span class="text-gray-500">{esc(shorten_paths(text))}</span>'
+    elif entry.level == "assistant":
+        if entry.message.strip() == "(thinking)":
+            msg = f'<span class="text-gray-500 italic">{esc(entry.message)}</span>'
+        else:
+            msg = f'<span class="text-gray-100">{esc_md(entry.message)}</span>'
+    elif entry.level == "error":
+        msg = f'<span class="text-red-400 font-medium">{esc(entry.message)}</span>'
+    else:
+        msg = f'<span class="text-gray-300">{esc(entry.message)}</span>'
+
+    extra_div_classes = ""
+    if entry.level == "assistant" and entry.message.strip() == "(thinking)":
+        extra_div_classes = " border-t border-surface-800 mt-2 pt-1"
+
+    is_tool = entry.level in ("tool_call", "tool_result")
+    opacity = " opacity-60" if is_tool else ""
+    indent = " pl-4" if is_tool else ""
+
+    return (
+        f'<div class="flex gap-2 py-0.5 px-2 hover:bg-surface-800/50'
+        f" rounded group{extra_div_classes}{opacity}{indent}"
+        f'">'
+        f'<span class="text-gray-600 shrink-0 text-xs'
+        f' leading-5">{ts}</span>'
+        f'<span class="{badge_cls} text-white px-1.5 rounded'
+        f' text-xs leading-5 font-mono shrink-0 self-start">'
+        f"{badge_label}</span>"
+        f'<span class="leading-5 break-all">{msg}</span>'
+        f"</div>"
+    )

packages/blackbox/src/blackbox/dashboard/routes.py

@@ -0,0 +1,170 @@
+"""Route handlers for the session dashboard."""
+
+from __future__ import annotations
+
+import asyncio
+from pathlib import Path
+from typing import TYPE_CHECKING
+
+import attrs
+from fastapi import APIRouter, Request
+from fastapi.responses import HTMLResponse
+from fastapi.templating import Jinja2Templates
+from sse_starlette.sse import EventSourceResponse, ServerSentEvent  # type: ignore[attr-defined]
+
+from blackbox.analytics import extract_meta
+from blackbox.dashboard.rendering import (
+    FILTER_PRESETS,
+    fmt_duration,
+    fmt_relative,
+    fmt_time,
+    passes_filter,
+    render_log_html,
+)
+from blackbox.dashboard.transcript import parse_transcript, parse_transcript_tail, scan_sessions
+from blackbox.models import SessionInfo
+
+if TYPE_CHECKING:
+    from collections.abc import AsyncIterator
+
+    from blackbox.dashboard.watcher import SessionWatcher
+    from blackbox.models import LogEntry
+
+TEMPLATES_DIR = Path(__file__).parent / "templates"
+PROJECTS_DIR = Path.home() / ".claude" / "projects"
+
+HISTORY_BATCH = 200
+
+router = APIRouter()
+templates = Jinja2Templates(directory=str(TEMPLATES_DIR))
+templates.env.globals["fmt_time"] = fmt_time  # type: ignore[assignment]  # ty: ignore[invalid-assignment]
+templates.env.globals["fmt_duration"] = fmt_duration  # type: ignore[assignment]  # ty: ignore[invalid-assignment]
+templates.env.globals["fmt_relative"] = fmt_relative  # type: ignore[assignment]  # ty: ignore[invalid-assignment]
+
+
+def mark_live(sessions: list[SessionInfo], watcher: SessionWatcher) -> list[SessionInfo]:
+    live_ids = watcher.live_session_ids()
+    if not live_ids:
+        return sessions
+    return [attrs.evolve(s, is_live=True) if s.session_id in live_ids else s for s in sessions]
+
+
+@router.get("/", response_class=HTMLResponse)
+async def index(request: Request, session: str = "") -> HTMLResponse:
+    watcher: SessionWatcher = request.app.state.watcher
+    sessions = mark_live(watcher.get_sessions(scan_sessions), watcher)
+    return templates.TemplateResponse(
+        request,
+        "index.html",
+        context={"sessions": sessions, "selected_id": session},
+    )
+
+
+@router.get("/sessions", response_class=HTMLResponse)
+async def session_list(request: Request, selected: str = "") -> HTMLResponse:
+    watcher: SessionWatcher = request.app.state.watcher
+    sessions = mark_live(watcher.get_sessions(scan_sessions), watcher)
+    return templates.TemplateResponse(
+        request,
+        "partials/session_list.html",
+        context={"sessions": sessions, "selected_id": selected},
+    )
+
+
+@router.get("/sessions/{project_path}/{session_id}", response_class=HTMLResponse)
+async def session_detail(
+    request: Request,
+    project_path: str,
+    session_id: str,
+    filter: str = "compact",
+) -> HTMLResponse:
+    projects_dir: Path = request.app.state.projects_dir
+    transcript_path = projects_dir / project_path / f"{session_id}.jsonl"
+    if not transcript_path.exists():
+        return HTMLResponse(
+            '<div class="text-center text-gray-500 py-12">Session not found</div>',
+        )
+    info = build_session_info(transcript_path, session_id, project_path)
+    meta = extract_meta(transcript_path)
+    return templates.TemplateResponse(
+        request,
+        "partials/session_detail.html",
+        context={
+            "session": info,
+            "meta": meta,
+            "filter": filter,
+            "filters": list(FILTER_PRESETS.keys()),
+        },
+    )
+
+
+def build_session_info(path: Path, session_id: str, project_path: str) -> SessionInfo:
+    """Build a SessionInfo from a transcript file for the detail view."""
+    from blackbox.dashboard.transcript import decode_project_name, quick_session_info  # noqa: PLC0415
+
+    info = quick_session_info(path, session_id, project_path, decode_project_name(project_path))
+    if info:
+        return info
+    return SessionInfo(
+        session_id=session_id,
+        project_path=project_path,
+        project_name=project_path,
+        transcript_path=str(path),
+        started_at=path.stat().st_mtime,
+    )
+
+
+def filter_and_render(entries: list[LogEntry], filter_name: str, allowed: set[str] | None) -> list[str]:
+    return [
+        html
+        for entry in entries
+        if passes_filter(entry, filter_name, allowed)
+        for html in [render_log_html(entry)]
+        if html
+    ]
+
+
+async def log_stream(
+    transcript_path: Path,
+    filter_name: str,
+) -> AsyncIterator[ServerSentEvent]:
+    allowed = FILTER_PRESETS.get(filter_name)
+    entries = await asyncio.to_thread(parse_transcript, transcript_path)
+
+    batch: list[str] = []
+    for entry in entries:
+        if passes_filter(entry, filter_name, allowed):
+            html = render_log_html(entry)
+            if html:
+                batch.append(html)
+        if len(batch) >= HISTORY_BATCH:
+            yield ServerSentEvent(data="\n".join(batch), event="log")
+            batch = []
+    if batch:
+        yield ServerSentEvent(data="\n".join(batch), event="log")
+
+    offset = transcript_path.stat().st_size
+    while True:
+        await asyncio.sleep(1.0)
+        try:
+            current_size = transcript_path.stat().st_size
+        except OSError:
+            break
+        if current_size <= offset:
+            continue
+        new_entries, offset = await asyncio.to_thread(parse_transcript_tail, transcript_path, offset)
+        rendered = filter_and_render(new_entries, filter_name, allowed)
+        if rendered:
+            yield ServerSentEvent(data="\n".join(rendered), event="log")
+
+
+@router.get("/sessions/{project_path}/{session_id}/logs")
+async def session_logs(
+    request: Request,
+    project_path: str,
+    session_id: str,
+    filter: str = "compact",
+) -> EventSourceResponse:
+    projects_dir: Path = request.app.state.projects_dir
+    transcript_path = projects_dir / project_path / f"{session_id}.jsonl"
+    return EventSourceResponse(log_stream(transcript_path, filter))

packages/blackbox/src/blackbox/dashboard/templates/base.html

@@ -0,0 +1,108 @@
+<!DOCTYPE html>
+<html lang="en" class="dark">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>Blackbox</title>
+  <script src="https://cdn.tailwindcss.com"></script>
+  <script src="https://unpkg.com/htmx.org@2.0.4"></script>
+  <script>
+    tailwind.config = {
+      darkMode: 'class',
+      theme: {
+        extend: {
+          colors: {
+            surface: { 950: '#0c1117', 900: '#111820', 800: '#1a2332', 700: '#243044' },
+            accent: { 300: '#ffe066', 400: '#ffd43b', 500: '#fab005', 600: '#e6a000' },
+          },
+          fontFamily: {
+            sans: ['Inter', 'system-ui', 'sans-serif'],
+            mono: ['JetBrains Mono', 'Fira Code', 'monospace'],
+          },
+        }
+      }
+    }
+  </script>
+  <link rel="preconnect" href="https://fonts.googleapis.com">
+  <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+  <link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&family=JetBrains+Mono:wght@400;500&display=swap" rel="stylesheet">
+  <style>
+    body { background: #0c1117; }
+    .glow { box-shadow: 0 0 20px rgba(250, 176, 5, 0.15), 0 0 60px rgba(250, 176, 5, 0.05); }
+    .glow-text { text-shadow: 0 0 30px rgba(255, 212, 59, 0.6), 0 0 60px rgba(250, 176, 5, 0.3); }
+    .pulse-dot { animation: pulse-dot 2s ease-in-out infinite; }
+    @keyframes pulse-dot { 0%, 100% { opacity: 1; } 50% { opacity: 0.3; } }
+    .fade-in { animation: fadeIn 0.3s ease-out; }
+    @keyframes fadeIn { from { opacity: 0; transform: translateY(4px); } to { opacity: 1; transform: translateY(0); } }
+    ::-webkit-scrollbar { width: 6px; }
+    ::-webkit-scrollbar-track { background: transparent; }
+    ::-webkit-scrollbar-thumb { background: #1a2332; border-radius: 3px; }
+    ::-webkit-scrollbar-thumb:hover { background: #243044; }
+    #log-container { word-break: break-word; overflow-wrap: anywhere; }
+    .log-line { white-space: pre-wrap; }
+    #sidebar.collapsed { width: 3.5rem; }
+    #sidebar.collapsed .sidebar-full { display: none; }
+    #sidebar.collapsed .sidebar-collapsed { display: flex; }
+  </style>
+</head>
+<body class="bg-surface-950 text-gray-200 min-h-screen font-sans antialiased">
+  {% block content %}{% endblock %}
+  <script>
+  (function() {
+    var sidebar = document.getElementById('sidebar');
+    if (!sidebar) return;
+    function collapse() {
+      sidebar.classList.add('collapsed');
+      localStorage.setItem('sidebar-collapsed', '1');
+    }
+    function expand() {
+      sidebar.classList.remove('collapsed');
+      localStorage.setItem('sidebar-collapsed', '0');
+    }
+    if (localStorage.getItem('sidebar-collapsed') === '1') collapse();
+    document.addEventListener('click', function(e) {
+      var btn = e.target.closest('#collapse-btn');
+      if (btn) { collapse(); return; }
+      btn = e.target.closest('#expand-btn');
+      if (btn) { expand(); }
+    });
+  })();
+  (function() {
+    var es = null;
+    var currentUrl = null;
+    var follow = true;
+
+    function connectSSE(url, container) {
+      if (es) { es.close(); es = null; }
+      currentUrl = url;
+      follow = true;
+      container.innerHTML = '';
+
+      container.addEventListener('scroll', function() {
+        follow = (container.scrollTop + container.clientHeight >= container.scrollHeight - 60);
+      });
+
+      es = new EventSource(url);
+      es.addEventListener('log', function(e) {
+        container.insertAdjacentHTML('beforeend', e.data);
+        if (follow) container.scrollTo({ top: container.scrollHeight, behavior: 'smooth' });
+      });
+      es.addEventListener('done', function(e) {
+        container.insertAdjacentHTML('beforeend', e.data);
+        es.close(); es = null;
+      });
+      es.onerror = function() { es.close(); es = null; };
+    }
+
+    new MutationObserver(function() {
+      var el = document.getElementById('log-container');
+      if (!el) return;
+      var url = el.getAttribute('data-sse-url');
+      if (url && url !== currentUrl) {
+        connectSSE(url, el);
+      }
+    }).observe(document.getElementById('session-detail'), { childList: true });
+  })();
+  </script>
+</body>
+</html>

packages/blackbox/src/blackbox/dashboard/templates/index.html

@@ -0,0 +1,98 @@
+{% extends "base.html" %}
+{% block content %}
+<div class="flex h-screen overflow-hidden">
+
+  <!-- Sidebar: Session List -->
+  <aside id="sidebar" class="w-80 shrink-0 border-r border-surface-800 flex flex-col bg-surface-950 transition-all duration-200">
+    <!-- Header (expanded) -->
+    <a href="/" class="sidebar-full block px-5 py-4 border-b border-surface-800 hover:bg-surface-900 transition-colors">
+      <div class="flex items-center gap-2.5">
+        <svg width="18" height="18" viewBox="0 0 24 24" fill="none">
+          <rect x="3" y="3" width="18" height="18" rx="3" fill="#ffd43b" stroke="#fab005" stroke-width="1"/>
+          <circle cx="12" cy="12" r="4" fill="#0c1117"/>
+        </svg>
+        <span class="text-sm font-semibold tracking-wider text-accent-400">blackbox</span>
+      </div>
+      <p class="text-xs text-gray-600 mt-1 font-mono">session recorder</p>
+    </a>
+    <!-- Collapsed header -->
+    <div class="sidebar-collapsed hidden flex-col items-center border-b border-surface-800">
+      <a href="/" class="flex justify-center py-3 w-full hover:bg-surface-900 transition-colors">
+        <svg width="18" height="18" viewBox="0 0 24 24" fill="none">
+          <rect x="3" y="3" width="18" height="18" rx="3" fill="#ffd43b" stroke="#fab005" stroke-width="1"/>
+          <circle cx="12" cy="12" r="4" fill="#0c1117"/>
+        </svg>
+      </a>
+      <button id="expand-btn"
+              class="w-full flex justify-center py-2
+                     text-accent-400 hover:text-accent-300
+                     bg-surface-800 hover:bg-surface-700
+                     transition-colors cursor-pointer"
+              title="Expand sidebar">
+        <svg width="16" height="16" viewBox="0 0 16 16" fill="currentColor">
+          <path d="M6.22 4.22a.75.75 0 011.06 0l3.25 3.25a.75.75 0 010 1.06l-3.25 3.25a.75.75 0 01-1.06-1.06L8.94 8 6.22 5.28a.75.75 0 010-1.06z"/>
+        </svg>
+      </button>
+    </div>
+
+    <!-- Session list (HTMX polled) -->
+    <div id="session-list-container" class="sidebar-full flex-1 overflow-y-auto"
+         data-selected-session="{{ selected_id }}"
+         hx-get="/sessions"
+         hx-vals="js:{selected: document.getElementById('session-list-container').dataset.selectedSession || ''}"
+         hx-trigger="load, every 5s"
+         hx-swap="innerHTML">
+    </div>
+
+    <!-- Collapsed spacer -->
+    <div class="sidebar-collapsed hidden flex-1"></div>
+
+    <!-- Footer -->
+    <div class="border-t border-surface-800 text-xs text-gray-600 font-mono">
+      <div class="sidebar-full flex items-center px-4 py-2">
+        <span>
+          <span class="inline-block w-1.5 h-1.5 rounded-full bg-green-500 mr-1"></span>
+          watching
+        </span>
+      </div>
+      <button id="collapse-btn"
+              class="sidebar-full w-full flex items-center justify-center gap-1.5 px-4 py-2
+                     text-gray-400 hover:text-accent-400 bg-surface-900
+                     hover:bg-surface-800 border-t border-surface-700
+                     transition-colors cursor-pointer"
+              title="Collapse sidebar">
+        <svg width="14" height="14" viewBox="0 0 16 16" fill="currentColor">
+          <path d="M9.78 4.22a.75.75 0 010 1.06L7.06 8l2.72 2.72a.75.75 0 11-1.06 1.06L5.47 8.53a.75.75 0 010-1.06l3.25-3.25a.75.75 0 011.06 0z"/>
+        </svg>
+        <span class="text-xs">Collapse</span>
+      </button>
+    </div>
+  </aside>
+
+  <!-- Main: Session Detail -->
+  <main id="session-detail" class="flex-1 flex flex-col overflow-hidden">
+    {% if selected_id %}
+      <div hx-get="/sessions/{{ selected_id }}"
+           hx-trigger="load"
+           hx-target="#session-detail"
+           hx-swap="innerHTML">
+      </div>
+    {% else %}
+    <!-- Empty state -->
+    <div class="flex-1 flex items-center justify-center">
+      <div class="text-center">
+        <div class="mb-4">
+          <svg width="64" height="64" viewBox="0 0 24 24" fill="none" class="mx-auto opacity-40">
+            <rect x="3" y="3" width="18" height="18" rx="3" fill="#ffd43b" stroke="#fab005" stroke-width="0.5"/>
+            <circle cx="12" cy="12" r="4" fill="#0c1117"/>
+          </svg>
+        </div>
+        <p class="text-gray-600 text-sm">Select a session to review</p>
+        <p class="text-gray-700 text-xs mt-2 font-mono">sessions appear as Claude Code writes them</p>
+      </div>
+    </div>
+    {% endif %}
+  </main>
+
+</div>
+{% endblock %}

packages/blackbox/src/blackbox/dashboard/templates/partials/session_detail.html

@@ -0,0 +1,189 @@
+<!-- Session header -->
+<div class="border-b border-surface-800 px-6 py-4 bg-surface-950 fade-in">
+  <div class="flex items-center justify-between">
+    <div>
+      <div class="flex items-center gap-3">
+        <h2 class="text-lg font-semibold text-gray-100">
+          {{ session.project_name }}
+        </h2>
+        <span class="text-xs text-gray-600 font-mono">{{ session.session_id[:8] }}</span>
+      </div>
+      <div class="flex items-center gap-4 mt-1 text-xs font-mono text-gray-500">
+        <span>{{ fmt_time(session.started_at) }}</span>
+        {% if session.finished_at %}
+          <span>{{ fmt_duration(session.started_at, session.finished_at) }}</span>
+        {% else %}
+          <span class="text-yellow-400">
+            <span class="inline-block w-1.5 h-1.5 rounded-full bg-yellow-400 pulse-dot mr-1"></span>
+            active
+          </span>
+        {% endif %}
+        {% if session.message_count %}
+          <span>{{ session.message_count }} messages</span>
+        {% endif %}
+      </div>
+      {% if session.first_prompt %}
+      <div class="mt-1.5 text-xs text-gray-400 truncate max-w-2xl">
+        {{ session.first_prompt }}
+      </div>
+      {% endif %}
+    </div>
+  </div>
+
+  <!-- Filter bar -->
+  <div class="flex gap-1 mt-3">
+    {% for f in filters %}
+    <button
+      hx-get="/sessions/{{ session.project_path }}/{{ session.session_id }}?filter={{ f }}"
+      hx-target="#session-detail"
+      hx-swap="innerHTML"
+      class="px-3 py-1 rounded-full text-xs font-medium transition-all duration-150
+        {% if f == filter %}
+          bg-accent-500/20 text-accent-400 ring-1 ring-accent-500/30
+        {% else %}
+          text-gray-500 hover:text-gray-300 hover:bg-surface-800
+        {% endif %}">
+      {{ f | capitalize }}
+    </button>
+    {% endfor %}
+  </div>
+</div>
+
+{% if meta %}
+<!-- Analytics panel (collapsed by default) -->
+<details class="border-b border-surface-800 bg-surface-900/50 fade-in group">
+  <summary class="px-6 py-2 cursor-pointer text-xs text-gray-500 hover:text-gray-300 select-none flex items-center gap-2 transition-colors">
+    <svg class="w-3 h-3 transition-transform group-open:rotate-90" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+      <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7"/>
+    </svg>
+    analytics
+    <span class="text-gray-600 font-mono">{{ "{:,}".format(meta.input_tokens + meta.output_tokens) }} tokens / {{ meta.tool_calls }} tools{% if meta.tool_errors %} <span class="text-red-400">({{ meta.tool_errors }} err)</span>{% endif %}</span>
+  </summary>
+  <div class="px-6 pb-3">
+    {% if meta.codeflash %}
+    <div class="flex items-center gap-2 mb-2">
+      <span class="px-2 py-0.5 rounded text-xs font-medium bg-accent-500/20 text-accent-400 ring-1 ring-accent-500/30">
+        codeflash
+      </span>
+      {% if meta.codeflash.language %}
+      <span class="px-2 py-0.5 rounded text-xs font-medium bg-blue-500/20 text-blue-400 ring-1 ring-blue-500/30">
+        {{ meta.codeflash.language }}
+      </span>
+      {% endif %}
+      {% if meta.codeflash.optimization_domain %}
+      <span class="px-2 py-0.5 rounded text-xs font-medium bg-purple-500/20 text-purple-400 ring-1 ring-purple-500/30">
+        {{ meta.codeflash.optimization_domain }}
+      </span>
+      {% endif %}
+      {% if meta.codeflash.has_researcher %}
+      <span class="px-1.5 py-0.5 rounded text-xs text-gray-500 bg-surface-800">researcher</span>
+      {% endif %}
+      {% if meta.codeflash.has_reviewer %}
+      <span class="px-1.5 py-0.5 rounded text-xs text-gray-500 bg-surface-800">reviewer</span>
+      {% endif %}
+      {% if meta.codeflash.has_ci_handler %}
+      <span class="px-1.5 py-0.5 rounded text-xs text-gray-500 bg-surface-800">CI</span>
+      {% endif %}
+      {% if meta.codeflash.has_pr_prep %}
+      <span class="px-1.5 py-0.5 rounded text-xs text-gray-500 bg-surface-800">PR prep</span>
+      {% endif %}
+    </div>
+    {% endif %}
+
+    <div class="grid grid-cols-2 sm:grid-cols-4 lg:grid-cols-6 gap-x-6 gap-y-2 text-xs font-mono">
+      <div>
+        <span class="text-gray-600">tokens</span>
+        <div class="text-gray-300">{{ "{:,}".format(meta.input_tokens) }} in / {{ "{:,}".format(meta.output_tokens) }} out</div>
+      </div>
+      <div>
+        <span class="text-gray-600">tools</span>
+        <div class="text-gray-300">{{ meta.tool_calls }} calls
+          {% if meta.tool_errors %}<span class="text-red-400">({{ meta.tool_errors }} errors)</span>{% endif %}
+        </div>
+      </div>
+      <div>
+        <span class="text-gray-600">messages</span>
+        <div class="text-gray-300">{{ meta.user_messages }} user / {{ meta.assistant_messages }} assistant</div>
+      </div>
+      {% if meta.files_modified %}
+      <div>
+        <span class="text-gray-600">files</span>
+        <div class="text-gray-300">{{ meta.files_modified }} modified <span class="text-green-400">+{{ meta.lines_added }}</span>/<span class="text-red-400">-{{ meta.lines_removed }}</span></div>
+      </div>
+      {% endif %}
+      {% if meta.git_commits %}
+      <div>
+        <span class="text-gray-600">git</span>
+        <div class="text-gray-300">{{ meta.git_commits }} commits{% if meta.git_branch %} on {{ meta.git_branch }}{% endif %}</div>
+      </div>
+      {% endif %}
+      {% if meta.cache_read_tokens %}
+      <div>
+        <span class="text-gray-600">cache</span>
+        <div class="text-gray-300">{{ "{:.0%}".format(meta.cache_hit_rate) }} hit rate</div>
+      </div>
+      {% endif %}
+      {% if meta.compactions %}
+      <div>
+        <span class="text-gray-600">compactions</span>
+        <div class="text-yellow-400">{{ meta.compactions }}</div>
+      </div>
+      {% endif %}
+      {% if meta.thinking_blocks %}
+      <div>
+        <span class="text-gray-600">thinking</span>
+        <div class="text-gray-300">{{ meta.thinking_blocks }} blocks</div>
+      </div>
+      {% endif %}
+      {% if meta.subagents_spawned %}
+      <div>
+        <span class="text-gray-600">subagents</span>
+        <div class="text-gray-300">{{ meta.subagents_spawned }}</div>
+      </div>
+      {% endif %}
+      {% if meta.web_searches or meta.web_fetches %}
+      <div>
+        <span class="text-gray-600">web</span>
+        <div class="text-gray-300">{{ meta.web_searches }} searches / {{ meta.web_fetches }} fetches</div>
+      </div>
+      {% endif %}
+      {% if meta.user_interruptions %}
+      <div>
+        <span class="text-gray-600">interruptions</span>
+        <div class="text-yellow-400">{{ meta.user_interruptions }}</div>
+      </div>
+      {% endif %}
+      {% if meta.permission_mode %}
+      <div>
+        <span class="text-gray-600">mode</span>
+        <div class="text-gray-300">{{ meta.permission_mode }}</div>
+      </div>
+      {% endif %}
+    </div>
+
+    {% if meta.tool_counts %}
+    <div class="mt-2 flex flex-wrap gap-1.5">
+      {% for tool, count in meta.tool_counts|dictsort(by='value', reverse=true) %}
+      {% if loop.index <= 8 %}
+      <span class="px-1.5 py-0.5 rounded text-xs font-mono
+        {% if tool in ['Edit', 'Write', 'NotebookEdit'] %}text-green-400 bg-green-500/10
+        {% elif tool == 'Bash' %}text-orange-400 bg-orange-500/10
+        {% elif tool == 'Agent' %}text-purple-400 bg-purple-500/10
+        {% elif tool in ['Read', 'Grep', 'Glob'] %}text-blue-400 bg-blue-500/10
+        {% else %}text-gray-400 bg-surface-800
+        {% endif %}">
+        {{ tool }}={{ count }}
+      </span>
+      {% endif %}
+      {% endfor %}
+    </div>
+    {% endif %}
+  </div>
+</details>
+{% endif %}
+
+<!-- Log stream -->
+<div id="log-container"
+     data-sse-url="/sessions/{{ session.project_path }}/{{ session.session_id }}/logs?filter={{ filter }}"
+     class="flex-1 overflow-y-auto px-4 py-3 font-mono text-sm space-y-0 bg-surface-950">
+</div>

packages/blackbox/src/blackbox/dashboard/templates/partials/session_list.html

@@ -0,0 +1,49 @@
+{% for s in sessions %}
+<div class="px-3 py-3 cursor-pointer transition-all duration-150
+            {% if s.session_id == selected_id %}bg-surface-800 border-l-2 border-accent-400{% else %}border-l-2 border-transparent hover:bg-surface-900 hover:border-surface-700{% endif %}"
+     hx-get="/sessions/{{ s.project_path }}/{{ s.session_id }}"
+     hx-target="#session-detail"
+     hx-swap="innerHTML"
+     hx-on::after-request="document.getElementById('session-list-container').dataset.selectedSession = '{{ s.session_id }}'; history.replaceState(null, '', '/?session={{ s.session_id }}');">
+
+  <div class="flex items-center gap-2 mb-1">
+    {% if s.is_live %}
+      <span class="w-1.5 h-1.5 rounded-full bg-yellow-400 pulse-dot"></span>
+      <span class="text-xs font-medium text-yellow-400 uppercase tracking-wider">Live</span>
+    {% else %}
+      <span class="w-1.5 h-1.5 rounded-full bg-gray-600"></span>
+    {% endif %}
+    <span class="text-xs text-gray-600 ml-auto font-mono">
+      {{ fmt_relative(s.started_at) }}
+      {% if s.finished_at %}
+        &middot; {{ fmt_duration(s.started_at, s.finished_at) }}
+      {% endif %}
+    </span>
+  </div>
+
+  <div class="text-sm text-gray-300 font-medium truncate">
+    {{ s.project_name }}
+  </div>
+
+  {% if s.first_prompt %}
+  <div class="text-xs text-gray-500 mt-0.5 truncate font-mono">
+    {{ s.first_prompt }}
+  </div>
+  {% endif %}
+
+  <div class="flex items-center gap-2 mt-0.5">
+    <span class="text-xs text-gray-600 font-mono">{{ s.session_id[:8] }}</span>
+    {% if s.message_count %}
+      <span class="text-xs text-gray-600">{{ s.message_count }} msgs</span>
+    {% endif %}
+  </div>
+
+</div>
+{% endfor %}
+
+{% if not sessions %}
+<div class="px-5 py-12 text-center">
+  <p class="text-gray-600 text-sm">No sessions found</p>
+  <p class="text-gray-700 text-xs mt-1 font-mono">Waiting for Claude Code sessions...</p>
+</div>
+{% endif %}

packages/blackbox/src/blackbox/dashboard/transcript.py

@@ -0,0 +1,279 @@
+"""Parse Claude Code .jsonl transcripts into LogEntry objects."""
+
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Any
+
+from blackbox.models import LogEntry, SessionInfo
+
+
+def ts_to_epoch(ts: str | None) -> float:
+    if not ts:
+        return 0.0
+    from datetime import UTC, datetime  # noqa: PLC0415
+
+    try:
+        dt = datetime.fromisoformat(ts)
+        return dt.replace(tzinfo=UTC if dt.tzinfo is None else dt.tzinfo).timestamp()
+    except (ValueError, AttributeError):
+        return 0.0
+
+
+def extract_text_content(content: Any) -> str:
+    if isinstance(content, str):
+        return content
+    if isinstance(content, list):
+        return "\n".join(
+            block.get("text", "") for block in content if isinstance(block, dict) and block.get("type") == "text"
+        )
+    return ""
+
+
+def extract_tool_uses(content: Any) -> list[dict[str, Any]]:
+    if not isinstance(content, list):
+        return []
+    return [block for block in content if isinstance(block, dict) and block.get("type") == "tool_use"]
+
+
+def extract_tool_results(content: Any) -> list[dict[str, Any]]:
+    if not isinstance(content, list):
+        return []
+    return [block for block in content if isinstance(block, dict) and block.get("type") == "tool_result"]
+
+
+def parse_transcript(path: Path) -> list[LogEntry]:
+    """Parse a Claude Code .jsonl transcript into a list of LogEntry objects."""
+    entries: list[LogEntry] = []
+    for line in path.read_text().splitlines():
+        if not line.strip():
+            continue
+        try:
+            raw = json.loads(line)
+        except json.JSONDecodeError:
+            continue
+        parsed = parse_entry(raw)
+        entries.extend(parsed)
+    return entries
+
+
+def parse_transcript_tail(path: Path, offset: int) -> tuple[list[LogEntry], int]:
+    """Parse only new bytes appended after *offset*. Returns (entries, new_offset)."""
+    with path.open("rb") as f:
+        f.seek(offset)
+        tail = f.read()
+        new_offset = offset + len(tail)
+    entries: list[LogEntry] = []
+    for line in tail.decode("utf-8", errors="replace").splitlines():
+        if not line.strip():
+            continue
+        try:
+            raw = json.loads(line)
+        except json.JSONDecodeError:
+            continue
+        entries.extend(parse_entry(raw))
+    return entries, new_offset
+
+
+def parse_entry(raw: dict[str, Any]) -> list[LogEntry]:
+    entry_type = raw.get("type", "")
+    ts = ts_to_epoch(raw.get("timestamp"))
+    message = raw.get("message", {})
+
+    if entry_type == "user":
+        return parse_user_entry(ts, message, raw)
+    if entry_type == "assistant":
+        return parse_assistant_entry(ts, message)
+    if entry_type == "system":
+        text = extract_text_content(message.get("content", "")) if isinstance(message, dict) else str(message)
+        if text:
+            return [LogEntry(timestamp=ts, source="system", level="info", message=text)]
+    return []
+
+
+def parse_user_entry(ts: float, message: Any, raw: dict[str, Any]) -> list[LogEntry]:
+    if not isinstance(message, dict):
+        return []
+    content = message.get("content", "")
+    entries: list[LogEntry] = []
+
+    tool_results = extract_tool_results(content)
+    if tool_results:
+        for tr in tool_results:
+            result_text = tr.get("content", "")
+            if isinstance(result_text, list):
+                result_text = " ".join(b.get("text", "") for b in result_text if isinstance(b, dict))
+            is_error = tr.get("is_error", False)
+            tool_use_result = raw.get("toolUseResult", {})
+            if not isinstance(tool_use_result, dict):
+                tool_use_result = {}
+            stdout = tool_use_result.get("stdout", "")
+            stderr = tool_use_result.get("stderr", "")
+            display = stdout or result_text or ""
+            if is_error and stderr:
+                display = stderr
+            level = "error" if is_error else "tool_result"
+            entries.append(LogEntry(timestamp=ts, source="claude", level=level, message=display[:2000]))
+        return entries
+
+    text = extract_text_content(content)
+    if text:
+        entries.append(LogEntry(timestamp=ts, source="user", level="info", message=text))
+    return entries
+
+
+def parse_assistant_entry(ts: float, message: Any) -> list[LogEntry]:
+    if not isinstance(message, dict):
+        return []
+    content = message.get("content", [])
+    if not isinstance(content, list):
+        return [LogEntry(timestamp=ts, source="claude", level="assistant", message=str(content))] if content else []
+
+    entries: list[LogEntry] = []
+    for block in content:
+        if not isinstance(block, dict):
+            continue
+        btype = block.get("type", "")
+        if btype == "text":
+            text = block.get("text", "")
+            if text:
+                entries.append(LogEntry(timestamp=ts, source="claude", level="assistant", message=text))
+        elif btype == "tool_use":
+            tool_name = block.get("name", "tool")
+            tool_input = block.get("input", {})
+            preview = tool_input_preview(tool_name, tool_input)
+            entries.append(
+                LogEntry(
+                    timestamp=ts,
+                    source="claude",
+                    level="tool_call",
+                    message=f"{tool_name}: {preview}",
+                    data={"tool": tool_name, "input_preview": preview},
+                )
+            )
+        elif btype == "thinking":
+            entries.append(LogEntry(timestamp=ts, source="claude", level="assistant", message="(thinking)"))
+    return entries
+
+
+def tool_input_preview(tool_name: str, tool_input: dict[str, Any]) -> str:
+    if tool_name == "Bash":
+        return str(tool_input.get("command", ""))
+    if tool_name in ("Read", "Write"):
+        return str(tool_input.get("file_path", ""))
+    if tool_name == "Edit":
+        fp = tool_input.get("file_path", "")
+        old = str(tool_input.get("old_string", ""))[:80]
+        return f"{fp}\n{old}..."
+    if tool_name == "Agent":
+        return str(tool_input.get("description", tool_input.get("prompt", "")))[:200]
+    if tool_name == "Skill":
+        return str(tool_input.get("skill", ""))
+    return json.dumps(tool_input, default=str)[:200]
+
+
+def scan_sessions(projects_dir: Path) -> list[SessionInfo]:
+    """Scan ~/.claude/projects/ for session transcripts."""
+    sessions: list[SessionInfo] = []
+    if not projects_dir.is_dir():
+        return sessions
+
+    for project_dir in sorted(projects_dir.iterdir()):
+        if not project_dir.is_dir():
+            continue
+        project_name = decode_project_name(project_dir.name)
+        for jsonl in sorted(project_dir.glob("*.jsonl"), key=lambda p: p.stat().st_mtime, reverse=True):
+            session_id = jsonl.stem
+            info = quick_session_info(jsonl, session_id, project_dir.name, project_name)
+            if info:
+                sessions.append(info)
+
+    sessions.sort(key=lambda s: s.started_at, reverse=True)
+    return sessions
+
+
+def decode_project_name(encoded: str) -> str:
+    parts = encoded.split("-")
+    if len(parts) >= 2 and parts[0] == "":
+        meaningful = [p for p in parts if p not in ("Users", "private", "tmp", "")]
+        if meaningful:
+            return "/".join(meaningful[-2:]) if len(meaningful) >= 2 else meaningful[-1]
+    return encoded
+
+
+def quick_session_info(  # noqa: C901, PLR0912
+    path: Path,
+    session_id: str,
+    encoded_project: str,
+    project_name: str,
+) -> SessionInfo | None:
+    """Read just enough of the transcript to build sidebar metadata."""
+    first_prompt = ""
+    started_at = 0.0
+    finished_at = 0.0
+    message_count = 0
+    cwd = ""
+
+    try:
+        with path.open() as f:
+            for i, line in enumerate(f):
+                if not line.strip():
+                    continue
+                try:
+                    raw = json.loads(line)
+                except json.JSONDecodeError:
+                    continue
+                ts = ts_to_epoch(raw.get("timestamp"))
+                if ts and (started_at == 0.0 or ts < started_at):
+                    started_at = ts
+                if ts and ts > finished_at:
+                    finished_at = ts
+
+                if raw.get("type") == "user":
+                    message_count += 1
+                    msg = raw.get("message", {})
+                    if isinstance(msg, dict) and not first_prompt:
+                        content = msg.get("content", "")
+                        text = extract_text_content(content)
+                        if text and not any(
+                            isinstance(b, dict) and b.get("type") == "tool_result"
+                            for b in (content if isinstance(content, list) else [])
+                        ):
+                            first_prompt = text[:120]
+                    if not cwd:
+                        cwd = raw.get("cwd", "")
+
+                if i > 500:
+                    break
+    except OSError:
+        return None
+
+    if started_at == 0.0:
+        return None
+
+    # Use file mtime for finished_at — always accurate even for resumed
+    # sessions, and avoids reading the entire file for long transcripts.
+    try:
+        mtime = path.stat().st_mtime
+        if mtime > started_at:
+            finished_at = mtime
+    except OSError:
+        pass
+
+    display_name = project_name
+    if cwd:
+        parts = Path(cwd).parts
+        if len(parts) >= 2:
+            display_name = "/".join(parts[-2:])
+
+    return SessionInfo(
+        session_id=session_id,
+        project_path=encoded_project,
+        project_name=display_name,
+        transcript_path=str(path),
+        started_at=started_at,
+        finished_at=finished_at if finished_at > started_at else None,
+        first_prompt=first_prompt,
+        message_count=message_count,
+    )

packages/blackbox/src/blackbox/dashboard/watcher.py

@@ -0,0 +1,85 @@
+"""Watchdog-based live session discovery for ~/.claude/projects/."""
+
+from __future__ import annotations
+
+import threading
+import time
+from collections.abc import Callable
+from pathlib import Path
+from typing import TYPE_CHECKING, Any
+
+from watchdog.events import FileSystemEventHandler
+from watchdog.observers import Observer
+
+if TYPE_CHECKING:
+    from watchdog.events import FileSystemEvent
+
+    from blackbox.models import SessionInfo
+
+LIVE_THRESHOLD_S = 30.0
+
+
+class SessionWatcher(FileSystemEventHandler):
+    """Watches the Claude Code projects directory for transcript changes.
+
+    Tracks which session files have been recently modified so the dashboard
+    can mark them as "live" in the sidebar.  Also caches the session list
+    and invalidates it when any transcript file changes.
+    """
+
+    def __init__(self, projects_dir: Path) -> None:
+        self._projects_dir = projects_dir
+        self._lock = threading.Lock()
+        self._last_modified: dict[str, float] = {}
+        self._observer: Any = None
+        self._cached_sessions: list[SessionInfo] | None = None
+
+    def start(self) -> None:
+        if not self._projects_dir.is_dir():
+            return
+        self._observer = Observer()
+        self._observer.schedule(self, str(self._projects_dir), recursive=True)
+        self._observer.daemon = True
+        self._observer.start()
+
+    def stop(self) -> None:
+        if self._observer is not None:
+            self._observer.stop()
+            self._observer.join(timeout=2.0)
+            self._observer = None
+
+    def on_modified(self, event: FileSystemEvent) -> None:
+        if event.is_directory:
+            return
+        path = Path(str(event.src_path))
+        if path.suffix != ".jsonl":
+            return
+        session_id = path.stem
+        with self._lock:
+            self._last_modified[session_id] = time.time()
+            self._cached_sessions = None
+
+    def on_created(self, event: FileSystemEvent) -> None:
+        self.on_modified(event)
+
+    def on_deleted(self, event: FileSystemEvent) -> None:
+        if not event.is_directory and Path(str(event.src_path)).suffix == ".jsonl":
+            with self._lock:
+                self._cached_sessions = None
+
+    def live_session_ids(self) -> set[str]:
+        now = time.time()
+        with self._lock:
+            expired = [sid for sid, ts in self._last_modified.items() if now - ts > LIVE_THRESHOLD_S]
+            for sid in expired:
+                del self._last_modified[sid]
+            return {sid for sid, ts in self._last_modified.items() if now - ts <= LIVE_THRESHOLD_S}
+
+    def get_sessions(self, scan_fn: Callable[[Path], list[SessionInfo]]) -> list[SessionInfo]:
+        with self._lock:
+            if self._cached_sessions is not None:
+                return self._cached_sessions
+        sessions = scan_fn(self._projects_dir)
+        with self._lock:
+            self._cached_sessions = sessions
+        return sessions

packages/blackbox/src/blackbox/formatting.py

@@ -0,0 +1,266 @@
+"""Text formatting for analytics models."""
+
+from __future__ import annotations
+
+import json
+
+import attrs
+
+from blackbox.models import (
+    CodeflashSession,
+    ProjectStats,
+    Recommendation,
+    SessionAudit,
+    SessionDigest,
+    SessionMeta,
+    arrow,
+    sparkline,
+)
+
+
+class MetaFormatter:
+    """Formats a SessionMeta for display."""
+
+    def __init__(self, meta: SessionMeta) -> None:
+        self.meta = meta
+
+    def summary(self) -> str:
+        """Format as a human-readable summary."""
+        m = self.meta
+        lines = [
+            f"Session {m.session_id[:8]} ({m.duration_minutes:.0f}min):",
+            f"  Messages: {m.user_messages} user / {m.assistant_messages} assistant",
+            f"  Tools: {m.tool_calls} calls ({m.tool_errors} errors)",
+            f"  Tokens: {m.input_tokens:,} in / {m.output_tokens:,} out (cache hit {m.cache_hit_rate:.0%})",
+        ]
+        if m.git_commits:
+            lines.append(f"  Git: {m.git_commits} commits on {m.git_branch or 'unknown'}")
+        if m.files_modified:
+            lines.append(f"  Files: {m.files_modified} modified (+{m.lines_added}/-{m.lines_removed})")
+        if m.compactions:
+            lines.append(f"  Compactions: {m.compactions}")
+        if m.user_interruptions:
+            lines.append(f"  Interruptions: {m.user_interruptions}")
+        if m.thinking_blocks:
+            lines.append(f"  Thinking blocks: {m.thinking_blocks}")
+        if m.web_searches or m.web_fetches:
+            lines.append(f"  Web: {m.web_searches} searches / {m.web_fetches} fetches")
+        if m.permission_mode:
+            lines.append(f"  Permission mode: {m.permission_mode}")
+        top = sorted(m.tool_counts.items(), key=lambda x: x[1], reverse=True)[:5]
+        if top:
+            lines.append(f"  Top tools: {', '.join(f'{n}={c}' for n, c in top)}")
+        return "\n".join(lines)
+
+
+class AuditFormatter:
+    """Formats a SessionAudit for display."""
+
+    def __init__(self, audit: SessionAudit) -> None:
+        self.audit = audit
+
+    def summary(self) -> str:
+        """Format as a human-readable summary."""
+        a = self.audit
+        lines = [
+            f"Audit for {a.session_id[:8]}:",
+            f"  Outcome: {a.outcome} | Satisfaction: {a.satisfaction}",
+            f"  Type: {a.session_type}",
+        ]
+        if a.goal_categories:
+            goals = ", ".join(
+                f"{k}({v})" for k, v in sorted(a.goal_categories.items(), key=lambda x: x[1], reverse=True)[:3]
+            )
+            lines.append(f"  Goals: {goals}")
+        if a.friction_counts:
+            frictions = ", ".join(
+                f"{k}({v})" for k, v in sorted(a.friction_counts.items(), key=lambda x: x[1], reverse=True)[:3]
+            )
+            lines.append(f"  Friction: {frictions}")
+        if a.user_instructions:
+            lines.append(f"  Instructions: {len(a.user_instructions)} extracted")
+        if a.summary:
+            lines.append(f"  Summary: {a.summary[:120]}")
+        return "\n".join(lines)
+
+
+class RecommendationFormatter:
+    """Formats a Recommendation for display."""
+
+    def __init__(self, rec: Recommendation) -> None:
+        self.rec = rec
+
+    def summary(self) -> str:
+        """Format as a human-readable summary."""
+        return f"{self.rec.suggestion}\n    Evidence: {self.rec.evidence}"
+
+
+class ProjectFormatter:
+    """Formats a ProjectStats for display."""
+
+    def __init__(self, project: ProjectStats) -> None:
+        self.project = project
+
+    def summary(self) -> str:
+        """Format as a human-readable summary."""
+        p = self.project
+        marker = " [!]" if p.is_outlier else ""
+        lines = [
+            f"{p.project_name}{marker}: {p.session_count} sessions, "
+            f"{p.success_rate:.0%} success, "
+            f"{p.avg_tool_errors:.1f} errors/session, "
+            f"{p.avg_duration_s / 60:.0f}min avg"
+        ]
+        if p.top_error_categories:
+            lines.append(f"    Errors: {' '.join(f'{n}({c})' for n, c in p.top_error_categories[:3])}")
+        if p.top_friction:
+            lines.append(f"    Friction: {' '.join(f'{n}({c})' for n, c in p.top_friction[:3])}")
+        return "\n".join(lines)
+
+
+class DigestFormatter:
+    """Formats a SessionDigest for display."""
+
+    def __init__(self, digest: SessionDigest) -> None:
+        self.digest = digest
+
+    def summary(self) -> str:
+        """Format as a human-readable summary."""
+        lines: list[str] = []
+        self.render_overview(lines)
+        self.render_trends(lines)
+        self.render_projects(lines)
+        self.render_recommendations(lines)
+        return "\n".join(lines)
+
+    def to_json(self) -> str:
+        """Serialize to JSON."""
+        return json.dumps(attrs.asdict(self.digest), indent=2, default=str)
+
+    def render_overview(self, lines: list[str]) -> None:
+        """Render the overview section."""
+        d = self.digest
+        lines.append(f"Session Digest ({d.session_count} sessions)")
+        lines.append("")
+        lines.append(
+            f"  {d.success_rate:.0%} success rate | "
+            f"{d.avg_duration_s / 60:.1f}min avg | "
+            f"{d.avg_tool_errors:.1f} errors/session"
+        )
+        lines.append(f"  Avg tokens: {d.avg_input_tokens:,.0f} in / {d.avg_output_tokens:,.0f} out")
+        lines.append(f"  Avg tool calls: {d.avg_tool_calls:.1f}")
+        if d.outcome_distribution:
+            lines.append("")
+            lines.append("Outcomes:")
+            for outcome, count in sorted(d.outcome_distribution.items(), key=lambda x: x[1], reverse=True):
+                pct = count / max(d.session_count, 1) * 100
+                lines.append(f"  {outcome}: {count} ({pct:.0f}%)")
+        if d.satisfaction_distribution:
+            lines.append("")
+            lines.append("Satisfaction:")
+            for sat, count in sorted(d.satisfaction_distribution.items(), key=lambda x: x[1], reverse=True):
+                pct = count / max(d.session_count, 1) * 100
+                lines.append(f"  {sat}: {count} ({pct:.0f}%)")
+        if d.top_friction:
+            lines.append("")
+            lines.append("Top friction:")
+            for name, count in d.top_friction[:5]:
+                lines.append(f"  {name}: {count}")
+
+    def render_trends(self, lines: list[str]) -> None:
+        """Render the trends section."""
+        d = self.digest
+        if not d.weeks:
+            return
+        lines.append("")
+        lines.append("Trends")
+        lines.append(
+            f"  Success rate: {d.rolling_success_rate:.0%} avg "
+            f"({arrow(d.success_rate_change)} {d.success_rate_change:+.0%})"
+        )
+        lines.append(
+            f"  Error rate:   {d.rolling_error_rate:.1f}/session avg "
+            f"({arrow(d.error_rate_change, invert=True)} {d.error_rate_change:+.1f})"
+        )
+        lines.append(
+            f"  Duration:     {d.rolling_duration_s / 60:.0f}min avg "
+            f"({arrow(d.duration_change, invert=True)} {d.duration_change / 60:+.0f}min)"
+        )
+        if len(d.weeks) >= 2:
+            lines.append(
+                f"  Success: [{sparkline([w.success_rate for w in d.weeks])}]  "
+                f"Errors: [{sparkline([w.avg_errors_per_session for w in d.weeks])}]"
+            )
+        if d.error_category_deltas:
+            lines.append("")
+            lines.append("  Error category trends:")
+            for cat, pct, rolling, latest_count in d.error_category_deltas:
+                lines.append(
+                    f"    {cat}: {arrow(pct, invert=True)} {pct:+.0%} ({rolling:.0f}/wk -> {latest_count:.0f})"
+                )
+        lines.append("")
+        lines.append("  Weekly breakdown:")
+        lines.extend(
+            f"    {w.week}: {w.session_count} sessions, "
+            f"{w.success_rate:.0%} success, "
+            f"{w.avg_errors_per_session:.1f} errors, "
+            f"{w.avg_duration_s / 60:.0f}min avg"
+            for w in d.weeks
+        )
+
+    def render_projects(self, lines: list[str]) -> None:
+        """Render the projects section."""
+        d = self.digest
+        if not d.projects:
+            return
+        lines.append("")
+        lines.append(f"Projects ({len(d.projects)})")
+        lines.extend(f"  {ProjectFormatter(p).summary()}" for p in d.projects)
+
+    def render_recommendations(self, lines: list[str]) -> None:
+        """Render the recommendations section."""
+        d = self.digest
+        if not d.recommendations:
+            return
+        lines.append("")
+        lines.append("Recommendations")
+        for i, rec in enumerate(d.recommendations, 1):
+            lines.append(f"  {i}. {RecommendationFormatter(rec).summary()}")
+
+
+class CodeflashFormatter:
+    """Formats a CodeflashSession for display."""
+
+    def __init__(self, cf: CodeflashSession) -> None:
+        self.cf = cf
+
+    def summary(self) -> str:
+        """Format as a human-readable summary."""
+        if not self.cf.is_codeflash:
+            return "Not a codeflash session"
+        c = self.cf
+        lines = ["Codeflash plugin session"]
+        if c.language:
+            lines[0] += f" ({c.language})"
+        pairs = [
+            (c.optimization_domain, f"  Domain: {c.optimization_domain}"),
+            (c.agents_used, f"  Agents: {', '.join(c.agents_used)}"),
+            (c.skills_invoked, f"  Skills: {', '.join(c.skills_invoked)}"),
+            (c.commands_invoked, f"  Commands: {', '.join(c.commands_invoked)}"),
+            (c.teams_created, f"  Teams created: {c.teams_created}"),
+        ]
+        lines.extend(text for cond, text in pairs if cond)
+        capabilities = self.capabilities()
+        if capabilities:
+            lines.append(f"  Capabilities: {', '.join(capabilities)}")
+        return "\n".join(lines)
+
+    def capabilities(self) -> list[str]:
+        c = self.cf
+        mapping = [
+            (c.has_researcher, "researcher"),
+            (c.has_reviewer, "reviewer"),
+            (c.has_ci_handler, "CI"),
+            (c.has_pr_prep, "PR prep"),
+        ]
+        return [name for flag, name in mapping if flag]

packages/blackbox/src/blackbox/models.py

@@ -0,0 +1,261 @@
+from __future__ import annotations
+
+from typing import Any
+
+import attrs
+
+# ---------------------------------------------------------------------------
+# Dashboard models
+# ---------------------------------------------------------------------------
+
+
+@attrs.frozen
+class LogEntry:
+    """A single renderable log event."""
+
+    timestamp: float
+    source: str  # "claude", "user", "system"
+    level: str  # "assistant", "tool_call", "tool_result", "status", "error", "info"
+    message: str
+    data: dict[str, Any] = attrs.Factory(dict)
+
+
+@attrs.frozen
+class SessionInfo:
+    """Lightweight metadata for the sidebar session list."""
+
+    session_id: str
+    project_path: str
+    project_name: str
+    transcript_path: str
+    started_at: float
+    finished_at: float | None = None
+    first_prompt: str = ""
+    message_count: int = 0
+    is_live: bool = False
+
+
+# ---------------------------------------------------------------------------
+# Analytics models
+# ---------------------------------------------------------------------------
+
+SPARK_CHARS = " _.~*"
+
+
+def sparkline(values: list[float]) -> str:
+    if len(values) < 2:
+        return ""
+    lo, hi = min(values), max(values)
+    if hi == lo:
+        return SPARK_CHARS[2] * len(values)
+    scale = len(SPARK_CHARS) - 1
+    return "".join(SPARK_CHARS[round((v - lo) / (hi - lo) * scale)] for v in values)
+
+
+def arrow(delta: float, *, invert: bool = False) -> str:
+    if abs(delta) < 0.05:
+        return "="
+    positive = delta > 0
+    if invert:
+        positive = not positive
+    return "^" if positive else "v"
+
+
+@attrs.frozen
+class SessionEvent:
+    timestamp: str | None
+    speaker: str  # "user" | "assistant" | "system"
+    text: str
+    tool_name: str | None
+    file_path: str | None
+    command: str | None
+    is_error: bool
+    error_category: str | None
+    attachment_type: str | None
+
+
+@attrs.frozen
+class SessionMeta:
+    session_id: str
+    project_path: str
+    transcript_path: str
+    start_time: float
+    end_time: float
+    duration_s: float
+    user_messages: int
+    assistant_messages: int
+    tool_calls: int
+    tool_counts: dict[str, int] = attrs.Factory(dict)
+    tool_errors: int = 0
+    tool_error_categories: dict[str, int] = attrs.Factory(dict)
+    tool_error_details: tuple[tuple[str, str], ...] = ()
+    input_tokens: int = 0
+    output_tokens: int = 0
+    cache_read_tokens: int = 0
+    cache_creation_tokens: int = 0
+    languages: dict[str, int] = attrs.Factory(dict)
+    files_modified: int = 0
+    lines_added: int = 0
+    lines_removed: int = 0
+    git_commits: int = 0
+    git_branch: str | None = None
+    user_interruptions: int = 0
+    compactions: int = 0
+    subagents_spawned: int = 0
+    thinking_blocks: int = 0
+    web_searches: int = 0
+    web_fetches: int = 0
+    permission_mode: str | None = None
+    first_prompt: str = ""
+    codeflash: CodeflashSession | None = None
+
+    @property
+    def duration_minutes(self) -> float:
+        return self.duration_s / 60
+
+    @property
+    def total_tokens(self) -> int:
+        return self.input_tokens + self.output_tokens
+
+    @property
+    def cache_hit_rate(self) -> float:
+        total = self.input_tokens + self.cache_read_tokens + self.cache_creation_tokens
+        return self.cache_read_tokens / total if total else 0.0
+
+
+@attrs.frozen
+class SessionAudit:
+    session_id: str
+    goal_categories: dict[str, int] = attrs.Factory(dict)
+    outcome: str = "unclear"
+    satisfaction: str = "neutral"
+    friction_counts: dict[str, int] = attrs.Factory(dict)
+    session_type: str = "single_task"
+    user_instructions: tuple[str, ...] = ()
+    summary: str = ""
+
+
+@attrs.frozen
+class Recommendation:
+    suggestion: str
+    evidence: str
+    frequency: float
+    source_sessions: int
+
+
+@attrs.frozen
+class WeekStats:
+    week: str
+    session_count: int
+    success_rate: float
+    avg_errors_per_session: float
+    avg_duration_s: float
+    error_category_counts: dict[str, int] = attrs.Factory(dict)
+
+
+@attrs.define
+class ProjectStats:
+    project_path: str
+    project_name: str
+    session_count: int
+    success_rate: float
+    avg_tool_errors: float
+    avg_duration_s: float
+    top_error_categories: tuple[tuple[str, int], ...]
+    top_friction: tuple[tuple[str, int], ...]
+    is_outlier: bool = False
+
+
+@attrs.frozen
+class SessionDigest:
+    session_count: int
+    date_range: tuple[float, float]
+    success_rate: float
+    outcome_distribution: dict[str, int] = attrs.Factory(dict)
+    satisfaction_distribution: dict[str, int] = attrs.Factory(dict)
+    top_friction: tuple[tuple[str, int], ...] = ()
+    avg_duration_s: float = 0.0
+    avg_input_tokens: float = 0.0
+    avg_output_tokens: float = 0.0
+    avg_tool_calls: float = 0.0
+    avg_tool_errors: float = 0.0
+    weeks: tuple[WeekStats, ...] = ()
+    rolling_success_rate: float = 0.0
+    rolling_error_rate: float = 0.0
+    rolling_duration_s: float = 0.0
+    success_rate_change: float = 0.0
+    error_rate_change: float = 0.0
+    duration_change: float = 0.0
+    error_category_deltas: tuple[tuple[str, float, float, float], ...] = ()
+    projects: tuple[ProjectStats, ...] = ()
+    recommendations: tuple[Recommendation, ...] = ()
+
+
+# ---------------------------------------------------------------------------
+# Codeflash plugin detection
+# ---------------------------------------------------------------------------
+
+CODEFLASH_AGENT_PREFIXES = (
+    "codeflash",
+    "codeflash-python",
+    "codeflash-deep",
+    "codeflash-cpu",
+    "codeflash-memory",
+    "codeflash-async",
+    "codeflash-structure",
+    "codeflash-setup",
+    "codeflash-scan",
+    "codeflash-ci",
+    "codeflash-pr-prep",
+    "codeflash-researcher",
+    "codeflash-review",
+    "codeflash-javascript",
+    "codeflash-js-deep",
+    "codeflash-js-cpu",
+    "codeflash-js-memory",
+    "codeflash-js-async",
+    "codeflash-js-structure",
+    "codeflash-js-bundle",
+    "codeflash-js-setup",
+    "codeflash-js-scan",
+    "codeflash-js-ci",
+    "codeflash-js-pr-prep",
+    "codeflash-java",
+    "codeflash-java-deep",
+    "codeflash-java-cpu",
+    "codeflash-java-memory",
+    "codeflash-java-async",
+    "codeflash-java-structure",
+    "codeflash-java-setup",
+    "codeflash-java-scan",
+    "codeflash-java-ci",
+    "codeflash-java-pr-prep",
+)
+
+CODEFLASH_SKILLS = (
+    "codeflash-optimize",
+    "memray-profiling",
+)
+
+CODEFLASH_COMMANDS = (
+    "codex-review",
+    "codex-setup",
+    "codex-status",
+)
+
+
+@attrs.frozen
+class CodeflashSession:
+    """Plugin-specific metadata detected from a codeflash agent session."""
+
+    is_codeflash: bool = False
+    language: str | None = None
+    agents_used: tuple[str, ...] = ()
+    skills_invoked: tuple[str, ...] = ()
+    commands_invoked: tuple[str, ...] = ()
+    teams_created: int = 0
+    optimization_domain: str | None = None
+    has_researcher: bool = False
+    has_reviewer: bool = False
+    has_ci_handler: bool = False
+    has_pr_prep: bool = False

packages/blackbox/tests/conftest.py

@@ -0,0 +1,38 @@
+from __future__ import annotations
+
+from typing import Any
+
+from blackbox.models import SessionAudit, SessionMeta
+
+
+def make_meta(**kw: Any) -> SessionMeta:
+    defaults: dict[str, Any] = {
+        "session_id": "abcd1234-5678-9012-3456-789012345678",
+        "project_path": "/tmp/project",
+        "transcript_path": "/tmp/project/.claude/sessions/abc.jsonl",
+        "start_time": 1700000000.0,
+        "end_time": 1700003600.0,
+        "duration_s": 3600.0,
+        "user_messages": 10,
+        "assistant_messages": 12,
+        "tool_calls": 25,
+    }
+    defaults.update(kw)
+    return SessionMeta(**defaults)
+
+
+def make_audit(**kw: Any) -> SessionAudit:
+    defaults: dict[str, Any] = {
+        "session_id": "abcd1234-5678-9012-3456-789012345678",
+        "outcome": "mostly_achieved",
+        "satisfaction": "satisfied",
+    }
+    defaults.update(kw)
+    return SessionAudit(**defaults)
+
+
+def pair(
+    meta_kw: dict[str, Any] | None = None,
+    audit_kw: dict[str, Any] | None = None,
+) -> tuple[SessionMeta, SessionAudit]:
+    return make_meta(**(meta_kw or {})), make_audit(**(audit_kw or {}))

packages/blackbox/tests/e2e/conftest.py

@@ -0,0 +1,188 @@
+"""Fixtures for Playwright end-to-end tests."""
+
+from __future__ import annotations
+
+import json
+import socket
+import threading
+import time
+from collections.abc import Iterator
+from typing import TYPE_CHECKING
+
+import pytest
+import uvicorn
+
+if TYPE_CHECKING:
+    from pathlib import Path
+
+    from playwright.sync_api import Page
+
+pytestmark = pytest.mark.e2e
+
+SESSION_A_ID = "sess-aaaa1111-2222-3333-4444-555566667777"
+SESSION_B_ID = "sess-bbbb1111-2222-3333-4444-555566667777"
+PROJECT_A_DIR = "-Users-alice-Desktop-work-myapp"
+PROJECT_B_DIR = "-Users-bob-code-webapp"
+
+
+def _jsonl(*entries: dict) -> str:
+    """Serialize entries as newline-delimited JSON."""
+    return "\n".join(json.dumps(e) for e in entries) + "\n"
+
+
+RICH_SESSION = _jsonl(
+    {
+        "type": "user",
+        "timestamp": "2025-03-15T10:00:00Z",
+        "message": {"content": "Help me optimize this function for better performance"},
+        "cwd": "/Users/alice/Desktop/work/myapp",
+    },
+    {
+        "type": "assistant",
+        "timestamp": "2025-03-15T10:00:05Z",
+        "message": {
+            "content": [{"type": "text", "text": "Let me look at the code and find optimization opportunities."}],
+            "usage": {"input_tokens": 500, "output_tokens": 120, "cache_read_input_tokens": 200},
+        },
+    },
+    {
+        "type": "assistant",
+        "timestamp": "2025-03-15T10:00:08Z",
+        "message": {
+            "content": [
+                {
+                    "type": "tool_use",
+                    "id": "tu_read_1",
+                    "name": "Read",
+                    "input": {"file_path": "/Users/alice/Desktop/work/myapp/main.py"},
+                }
+            ],
+            "usage": {"input_tokens": 100, "output_tokens": 30},
+        },
+    },
+    {
+        "type": "user",
+        "timestamp": "2025-03-15T10:00:09Z",
+        "message": {
+            "content": [
+                {"type": "tool_result", "tool_use_id": "tu_read_1", "content": "def sort_items(items):\n    pass"}
+            ]
+        },
+    },
+    {
+        "type": "assistant",
+        "timestamp": "2025-03-15T10:00:15Z",
+        "message": {
+            "content": [
+                {
+                    "type": "tool_use",
+                    "id": "tu_bash_1",
+                    "name": "Bash",
+                    "input": {"command": "uv run pytest tests/ -v"},
+                }
+            ],
+            "usage": {"input_tokens": 200, "output_tokens": 50},
+        },
+    },
+    {
+        "type": "user",
+        "timestamp": "2025-03-15T10:00:20Z",
+        "message": {
+            "content": [{"type": "tool_result", "tool_use_id": "tu_bash_1", "content": "FAILED", "is_error": True}]
+        },
+        "toolUseResult": {"stderr": "AssertionError: expected 42 got 0"},
+    },
+    {
+        "type": "assistant",
+        "timestamp": "2025-03-15T10:00:25Z",
+        "message": {
+            "content": [
+                {"type": "thinking", "thinking": "I need to fix the test."},
+                {"type": "text", "text": "The test failed. Let me fix the implementation."},
+            ],
+            "usage": {"input_tokens": 300, "output_tokens": 80},
+        },
+    },
+    {
+        "type": "user",
+        "timestamp": "2025-03-15T10:01:00Z",
+        "message": {"content": "That looks great, thanks!"},
+    },
+)
+
+MINIMAL_SESSION = _jsonl(
+    {
+        "type": "user",
+        "timestamp": "2025-03-15T09:00:00Z",
+        "message": {"content": "What is this project about?"},
+        "cwd": "/Users/bob/code/webapp",
+    },
+)
+
+
+def _get_free_port() -> int:
+    """Find a free TCP port on localhost."""
+    with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
+        s.bind(("127.0.0.1", 0))
+        return s.getsockname()[1]
+
+
+@pytest.fixture(scope="session")
+def projects_dir(tmp_path_factory: pytest.TempPathFactory) -> Path:
+    """Create a temp directory tree with fixture session transcripts."""
+    root = tmp_path_factory.mktemp("projects")
+
+    project_a = root / PROJECT_A_DIR
+    project_a.mkdir()
+    (project_a / f"{SESSION_A_ID}.jsonl").write_text(RICH_SESSION)
+
+    project_b = root / PROJECT_B_DIR
+    project_b.mkdir()
+    (project_b / f"{SESSION_B_ID}.jsonl").write_text(MINIMAL_SESSION)
+
+    return root
+
+
+@pytest.fixture(scope="session")
+def live_server(projects_dir: Path) -> Iterator[str]:
+    """Start the dashboard on a random free port and yield the base URL."""
+    from blackbox.dashboard.app import create_app
+
+    port = _get_free_port()
+    application = create_app(projects_dir=projects_dir)
+
+    config = uvicorn.Config(application, host="127.0.0.1", port=port, log_level="warning")
+    server = uvicorn.Server(config)
+    thread = threading.Thread(target=server.run, daemon=True)
+    thread.start()
+
+    deadline = time.monotonic() + 10
+    while time.monotonic() < deadline:
+        try:
+            with socket.create_connection(("127.0.0.1", port), timeout=0.5):
+                break
+        except OSError:
+            time.sleep(0.1)
+    else:
+        msg = "Live server did not start in time"
+        raise RuntimeError(msg)
+
+    yield f"http://127.0.0.1:{port}"
+
+    server.should_exit = True
+    thread.join(timeout=5.0)
+
+
+@pytest.fixture(scope="session")
+def base_url(live_server: str) -> str:
+    """Provide the base URL for pytest-playwright's page.goto()."""
+    return live_server
+
+
+@pytest.fixture
+def dashboard(page: Page, base_url: str) -> Page:
+    """Navigate to the dashboard index and wait for session list to load."""
+    page.goto(base_url)
+    page.locator("#session-list-container").wait_for(state="attached")
+    page.locator("#session-list-container > div").first.wait_for(state="visible", timeout=10_000)
+    return page

packages/blackbox/tests/e2e/test_dashboard_loads.py

@@ -0,0 +1,35 @@
+"""Smoke tests: dashboard loads and renders basic structure."""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import pytest
+from playwright.sync_api import expect
+
+if TYPE_CHECKING:
+    from playwright.sync_api import Page
+
+pytestmark = pytest.mark.e2e
+
+
+class TestDashboardLoads:
+    """Dashboard renders its core layout on first load."""
+
+    def test_page_title(self, dashboard: Page) -> None:
+        """Page title is 'Blackbox'."""
+        assert "Blackbox" == dashboard.title()
+
+    def test_brand_visible(self, dashboard: Page) -> None:
+        """Sidebar brand text is visible."""
+        expect(dashboard.locator("#sidebar .sidebar-full span.text-accent-400")).to_have_text("blackbox")
+
+    def test_empty_state_without_selection(self, page: Page, base_url: str) -> None:
+        """Empty state shown when no session is selected."""
+        page.goto(base_url)
+        expect(page.get_by_text("Select a session to review")).to_be_visible()
+
+    def test_session_list_loads_via_htmx(self, dashboard: Page) -> None:
+        """Session list container is populated by the HTMX load trigger."""
+        items = dashboard.locator("#session-list-container > div")
+        assert items.count() >= 2

packages/blackbox/tests/e2e/test_session_detail.py

@@ -0,0 +1,77 @@
+"""Tests for session detail view, filters, and analytics."""
+
+from __future__ import annotations
+
+import re
+from typing import TYPE_CHECKING
+
+import pytest
+from playwright.sync_api import expect
+
+from tests.e2e.conftest import PROJECT_A_DIR, SESSION_A_ID
+
+if TYPE_CHECKING:
+    from playwright.sync_api import Page
+
+pytestmark = pytest.mark.e2e
+
+
+class TestSessionDetail:
+    """Clicking a session loads the detail view."""
+
+    def test_clicking_session_loads_detail(self, dashboard: Page) -> None:
+        """Session detail header appears after clicking a session."""
+        dashboard.get_by_text("work/myapp").first.click()
+        expect(dashboard.locator("#session-detail h2")).to_be_visible(timeout=10_000)
+
+    def test_detail_shows_project_name(self, dashboard: Page) -> None:
+        """Session detail header shows the project name."""
+        dashboard.get_by_text("work/myapp").first.click()
+        expect(dashboard.locator("#session-detail h2")).to_contain_text("work/myapp")
+
+    def test_detail_shows_session_id_prefix(self, dashboard: Page) -> None:
+        """Session detail header shows the 8-char session ID prefix."""
+        dashboard.get_by_text("work/myapp").first.click()
+        detail = dashboard.locator("#session-detail")
+        expect(detail.get_by_text("sess-aaa")).to_be_visible(timeout=10_000)
+
+    def test_filter_buttons_visible(self, dashboard: Page) -> None:
+        """Filter buttons (Compact, All, etc.) are visible after loading a session."""
+        dashboard.get_by_text("work/myapp").first.click()
+        detail = dashboard.locator("#session-detail")
+        expect(detail.get_by_role("button", name="Compact")).to_be_visible(timeout=10_000)
+        expect(detail.get_by_role("button", name="All")).to_be_visible()
+
+    def test_filter_button_active_state(self, dashboard: Page) -> None:
+        """The default filter (compact) has the active accent styling."""
+        dashboard.get_by_text("work/myapp").first.click()
+        compact_btn = dashboard.locator("#session-detail button", has_text="Compact").first
+        expect(compact_btn).to_be_visible(timeout=10_000)
+        expect(compact_btn).to_have_class(re.compile(r"text-accent-400"))
+
+    def test_switching_filter_changes_active_button(self, dashboard: Page) -> None:
+        """Clicking 'All' makes it active and removes active from 'Compact'."""
+        dashboard.get_by_text("work/myapp").first.click()
+        all_btn = dashboard.locator("#session-detail button", has_text="All").first
+        expect(all_btn).to_be_visible(timeout=10_000)
+        all_btn.click()
+        expect(all_btn).to_have_class(re.compile(r"text-accent-400"))
+
+    def test_analytics_panel_exists(self, dashboard: Page) -> None:
+        """Analytics details element is present for sessions with metadata."""
+        dashboard.get_by_text("work/myapp").first.click()
+        analytics = dashboard.locator("#session-detail details")
+        expect(analytics).to_be_visible(timeout=10_000)
+
+    def test_analytics_panel_expands(self, dashboard: Page) -> None:
+        """Clicking the analytics summary expands the panel to show token counts."""
+        dashboard.get_by_text("work/myapp").first.click()
+        summary = dashboard.locator("#session-detail details summary")
+        expect(summary).to_be_visible(timeout=10_000)
+        summary.click()
+        expect(dashboard.get_by_text("tokens", exact=True)).to_be_visible()
+
+    def test_session_not_found(self, page: Page, base_url: str) -> None:
+        """Navigating to a non-existent session shows an error."""
+        page.goto(f"{base_url}/?session={PROJECT_A_DIR}/{SESSION_A_ID.replace('aaaa', 'zzzz')}")
+        expect(page.get_by_text("Session not found")).to_be_visible(timeout=10_000)

packages/blackbox/tests/e2e/test_session_list.py

@@ -0,0 +1,42 @@
+"""Tests for the session list sidebar."""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import pytest
+from playwright.sync_api import expect
+
+if TYPE_CHECKING:
+    from playwright.sync_api import Page
+
+pytestmark = pytest.mark.e2e
+
+
+class TestSessionList:
+    """Session list sidebar displays session metadata correctly."""
+
+    def test_project_names_visible(self, dashboard: Page) -> None:
+        """Project names from fixture data appear in the session list."""
+        expect(dashboard.get_by_text("work/myapp")).to_be_visible()
+        expect(dashboard.get_by_text("code/webapp")).to_be_visible()
+
+    def test_first_prompt_shown(self, dashboard: Page) -> None:
+        """First user prompt is displayed in the session item."""
+        expect(dashboard.get_by_text("Help me optimize this function")).to_be_visible()
+
+    def test_session_id_prefix_shown(self, dashboard: Page) -> None:
+        """The 8-char session ID prefix is visible."""
+        expect(dashboard.get_by_text("sess-aaa")).to_be_visible()
+        expect(dashboard.get_by_text("sess-bbb")).to_be_visible()
+
+    def test_message_count_shown(self, dashboard: Page) -> None:
+        """Message count badge is visible for sessions with messages."""
+        expect(dashboard.get_by_text("4 msgs")).to_be_visible()
+
+    def test_session_list_refreshes_on_poll(self, dashboard: Page) -> None:
+        """The HTMX poll fires and the list remains populated."""
+        with dashboard.expect_response("**/sessions*"):
+            dashboard.wait_for_timeout(5500)
+        items = dashboard.locator("#session-list-container > div")
+        assert items.count() >= 2

packages/blackbox/tests/e2e/test_sidebar.py

@@ -0,0 +1,50 @@
+"""Tests for sidebar collapse/expand and localStorage persistence."""
+
+from __future__ import annotations
+
+import re
+from typing import TYPE_CHECKING
+
+import pytest
+from playwright.sync_api import expect
+
+if TYPE_CHECKING:
+    from playwright.sync_api import Page
+
+pytestmark = pytest.mark.e2e
+
+
+class TestSidebar:
+    """Sidebar collapse/expand behavior and localStorage persistence."""
+
+    def test_collapse_button(self, dashboard: Page) -> None:
+        """Clicking collapse hides the sidebar full content."""
+        dashboard.locator("#collapse-btn").click()
+        expect(dashboard.locator("#sidebar")).to_have_class(re.compile(r"collapsed"))
+
+    def test_expand_button(self, dashboard: Page) -> None:
+        """Clicking expand restores the sidebar."""
+        dashboard.locator("#collapse-btn").click()
+        expect(dashboard.locator("#sidebar")).to_have_class(re.compile(r"collapsed"))
+        dashboard.locator("#expand-btn").click()
+        sidebar_classes = dashboard.locator("#sidebar").get_attribute("class") or ""
+        assert "collapsed" not in sidebar_classes
+
+    def test_collapse_persists_to_localstorage(self, dashboard: Page) -> None:
+        """Collapsing sets localStorage sidebar-collapsed to '1'."""
+        dashboard.locator("#collapse-btn").click()
+        value = dashboard.evaluate("() => localStorage.getItem('sidebar-collapsed')")
+        assert "1" == value
+
+    def test_state_restored_on_reload(self, dashboard: Page, base_url: str) -> None:
+        """Collapsed state persists across page reloads."""
+        dashboard.locator("#collapse-btn").click()
+        dashboard.goto(base_url)
+        expect(dashboard.locator("#sidebar")).to_have_class(re.compile(r"collapsed"))
+
+    def test_expand_clears_localstorage(self, dashboard: Page) -> None:
+        """Expanding sets localStorage sidebar-collapsed to '0'."""
+        dashboard.locator("#collapse-btn").click()
+        dashboard.locator("#expand-btn").click()
+        value = dashboard.evaluate("() => localStorage.getItem('sidebar-collapsed')")
+        assert "0" == value

packages/blackbox/tests/e2e/test_sse_streaming.py

@@ -0,0 +1,41 @@
+"""Tests for SSE log streaming in the session detail view."""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import pytest
+from playwright.sync_api import expect
+
+if TYPE_CHECKING:
+    from playwright.sync_api import Page
+
+pytestmark = pytest.mark.e2e
+
+
+class TestSSEStreaming:
+    """SSE log events render log entries in the DOM."""
+
+    def _load_session(self, dashboard: Page) -> None:
+        """Click the rich session to trigger SSE streaming."""
+        dashboard.get_by_text("work/myapp").first.click()
+        dashboard.locator("#log-container").wait_for(state="attached", timeout=10_000)
+
+    def test_log_entries_appear(self, dashboard: Page) -> None:
+        """Log entries are inserted into the log container via SSE."""
+        self._load_session(dashboard)
+        container = dashboard.locator("#log-container")
+        expect(container).not_to_be_empty(timeout=15_000)
+
+    def test_log_container_has_children(self, dashboard: Page) -> None:
+        """Log container receives child elements from SSE events."""
+        self._load_session(dashboard)
+        dashboard.locator("#log-container > *").first.wait_for(state="visible", timeout=15_000)
+        assert dashboard.locator("#log-container > *").count() >= 1
+
+    def test_sse_connection_established(self, dashboard: Page) -> None:
+        """The SSE URL is set on the log container's data attribute."""
+        self._load_session(dashboard)
+        url = dashboard.locator("#log-container").get_attribute("data-sse-url")
+        assert url is not None
+        assert "/logs" in url

packages/blackbox/tests/test_analytics.py

@@ -0,0 +1,693 @@
+"""Tests for analytics extraction and codeflash detection."""
+
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Any
+
+from blackbox.analytics import (
+    classify_error,
+    count_diff_lines,
+    detect_codeflash,
+    extract_meta,
+    infer_domain,
+    infer_language,
+    track_file_changes,
+)
+
+
+def _ts(offset: int = 0) -> str:
+    return f"2026-04-28T12:00:{offset:02d}Z"
+
+
+def _write_jsonl(path: Path, entries: list[dict[str, Any]]) -> None:
+    path.write_text("\n".join(json.dumps(e) for e in entries) + "\n")
+
+
+# ---------------------------------------------------------------------------
+# extract_meta basics
+# ---------------------------------------------------------------------------
+
+
+class TestExtractMeta:
+    def test_returns_none_for_empty_file(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "empty.jsonl"
+        p.parent.mkdir()
+        p.write_text("")
+        assert extract_meta(p) is None
+
+    def test_returns_none_for_missing_file(self, tmp_path: Path) -> None:
+        assert extract_meta(tmp_path / "missing.jsonl") is None
+
+    def test_returns_none_for_no_timestamps(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(p, [{"type": "system", "message": "hello"}])
+        assert extract_meta(p) is None
+
+    def test_basic_session(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "abc123.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "user",
+                    "timestamp": _ts(0),
+                    "message": {"content": "optimize this function"},
+                },
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(10),
+                    "message": {
+                        "content": [{"type": "text", "text": "I'll help you."}],
+                        "usage": {"input_tokens": 500, "output_tokens": 200},
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.session_id == "abc123"
+        assert meta.project_path == "proj"
+        assert meta.user_messages == 1
+        assert meta.assistant_messages == 1
+        assert meta.input_tokens == 500
+        assert meta.output_tokens == 200
+        assert "optimize this function" in meta.first_prompt
+
+    def test_counts_tool_calls(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(0),
+                    "message": {
+                        "content": [
+                            {"type": "tool_use", "id": "t1", "name": "Read", "input": {"file_path": "/a.py"}},
+                            {
+                                "type": "tool_use",
+                                "id": "t2",
+                                "name": "Edit",
+                                "input": {"file_path": "/a.py", "old_string": "x", "new_string": "y"},
+                            },
+                        ],
+                        "usage": {"input_tokens": 100, "output_tokens": 50},
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.tool_calls == 2
+        assert meta.tool_counts == {"Read": 1, "Edit": 1}
+
+    def test_counts_git_commits(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(0),
+                    "message": {
+                        "content": [
+                            {
+                                "type": "tool_use",
+                                "id": "t1",
+                                "name": "Bash",
+                                "input": {"command": "git commit -m 'fix things'"},
+                            }
+                        ],
+                        "usage": {},
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.git_commits == 1
+
+    def test_amend_not_counted_as_commit(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(0),
+                    "message": {
+                        "content": [
+                            {
+                                "type": "tool_use",
+                                "id": "t1",
+                                "name": "Bash",
+                                "input": {"command": "git commit --amend -m 'fix'"},
+                            }
+                        ],
+                        "usage": {},
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.git_commits == 0
+
+    def test_counts_compactions(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {"type": "user", "timestamp": _ts(0), "message": {"content": "hi"}},
+                {"type": "summary", "timestamp": _ts(5)},
+                {"type": "summary", "timestamp": _ts(10)},
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.compactions == 2
+
+    def test_counts_thinking_blocks(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(0),
+                    "message": {
+                        "content": [
+                            {"type": "thinking", "thinking": "let me think..."},
+                            {"type": "text", "text": "here's my answer"},
+                        ],
+                        "usage": {},
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.thinking_blocks == 1
+
+    def test_tracks_permission_mode(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {"type": "permission-mode", "timestamp": _ts(0), "permissionMode": "bypassPermissions"},
+                {"type": "user", "timestamp": _ts(1), "message": {"content": "go"}},
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.permission_mode == "bypassPermissions"
+
+    def test_tracks_web_usage(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(0),
+                    "message": {
+                        "content": [{"type": "text", "text": "searching"}],
+                        "usage": {
+                            "input_tokens": 100,
+                            "output_tokens": 50,
+                            "server_tool_use": {"web_search_requests": 2, "web_fetch_requests": 1},
+                        },
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.web_searches == 2
+        assert meta.web_fetches == 1
+
+    def test_skips_invalid_json_lines(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        p.write_text(
+            json.dumps({"type": "user", "timestamp": _ts(0), "message": {"content": "hi"}})
+            + "\nnot valid json\n"
+            + json.dumps(
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(1),
+                    "message": {"content": [{"type": "text", "text": "ok"}], "usage": {}},
+                }
+            )
+            + "\n"
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.user_messages == 1
+        assert meta.assistant_messages == 1
+
+    def test_tracks_tool_errors(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(0),
+                    "message": {
+                        "content": [{"type": "tool_use", "id": "t1", "name": "Bash", "input": {"command": "ls /nope"}}],
+                        "usage": {},
+                    },
+                },
+                {
+                    "type": "user",
+                    "timestamp": _ts(1),
+                    "message": {
+                        "content": [
+                            {
+                                "type": "tool_result",
+                                "tool_use_id": "t1",
+                                "is_error": True,
+                                "content": "command not found",
+                            }
+                        ],
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.tool_errors == 1
+        assert meta.tool_error_categories["command_not_found"] == 1
+
+
+# ---------------------------------------------------------------------------
+# classify_error
+# ---------------------------------------------------------------------------
+
+
+class TestClassifyError:
+    def test_edit_always_edit_failed(self) -> None:
+        assert "edit_failed" == classify_error("Edit", {}, {})
+
+    def test_bash_permission_denied(self) -> None:
+        block = {"content": "Permission denied"}
+        assert "permission_denied" == classify_error("Bash", block, {})
+
+    def test_bash_command_not_found(self) -> None:
+        block = {"content": "command not found"}
+        assert "command_not_found" == classify_error("Bash", block, {})
+
+    def test_bash_generic_failure(self) -> None:
+        block = {"content": "exit code 1"}
+        assert "command_failed" == classify_error("Bash", block, {})
+
+    def test_read_file_not_found(self) -> None:
+        block = {"content": "no such file"}
+        assert "file_not_found" == classify_error("Read", block, {})
+
+    def test_write_file_not_found(self) -> None:
+        block = {"content": "not found"}
+        assert "file_not_found" == classify_error("Write", block, {})
+
+    def test_read_generic_error(self) -> None:
+        block = {"content": "some io error"}
+        assert "file_error" == classify_error("Read", block, {})
+
+    def test_unknown_tool(self) -> None:
+        assert "tool_error" == classify_error("CustomTool", {}, {})
+
+    def test_stderr_from_tool_use_result(self) -> None:
+        raw = {"toolUseResult": {"stderr": "Permission denied"}}
+        assert "permission_denied" == classify_error("Bash", {"content": ""}, raw)
+
+
+# ---------------------------------------------------------------------------
+# track_file_changes
+# ---------------------------------------------------------------------------
+
+
+class TestTrackFileChanges:
+    def test_tracks_edit_tool(self) -> None:
+        from collections import Counter
+
+        files: set[str] = set()
+        langs = Counter[str]()
+        track_file_changes("Edit", {"file_path": "/app/main.py"}, files, langs)
+        assert "/app/main.py" in files
+        assert langs["python"] == 1
+
+    def test_ignores_non_edit_tools(self) -> None:
+        from collections import Counter
+
+        files: set[str] = set()
+        langs = Counter[str]()
+        track_file_changes("Read", {"file_path": "/app/main.py"}, files, langs)
+        assert len(files) == 0
+
+    def test_unknown_extension(self) -> None:
+        from collections import Counter
+
+        files: set[str] = set()
+        langs = Counter[str]()
+        track_file_changes("Write", {"file_path": "/app/data.xyz"}, files, langs)
+        assert "/app/data.xyz" in files
+        assert len(langs) == 0
+
+
+# ---------------------------------------------------------------------------
+# count_diff_lines
+# ---------------------------------------------------------------------------
+
+
+class TestCountDiffLines:
+    def test_edit_adds_lines(self) -> None:
+        assert (2, 0) == count_diff_lines("Edit", {"old_string": "a\n", "new_string": "a\nb\nc\n"})
+
+    def test_edit_removes_lines(self) -> None:
+        assert (0, 2) == count_diff_lines("Edit", {"old_string": "a\nb\nc\n", "new_string": "a\n"})
+
+    def test_write_counts_all_lines(self) -> None:
+        assert (3, 0) == count_diff_lines("Write", {"content": "a\nb\nc"})
+
+    def test_other_tools_zero(self) -> None:
+        assert (0, 0) == count_diff_lines("Read", {})
+
+
+# ---------------------------------------------------------------------------
+# detect_codeflash
+# ---------------------------------------------------------------------------
+
+
+class TestDetectCodeflash:
+    def test_returns_none_when_no_signals(self) -> None:
+        assert detect_codeflash(set(), set(), set(), 0) is None
+
+    def test_detects_from_agents(self) -> None:
+        cf = detect_codeflash({"codeflash-python", "codeflash-deep"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.is_codeflash
+        assert cf.language == "python"
+        assert cf.optimization_domain == "deep"
+        assert "codeflash-deep" in cf.agents_used
+        assert "codeflash-python" in cf.agents_used
+
+    def test_detects_from_skills(self) -> None:
+        cf = detect_codeflash(set(), {"codeflash-optimize"}, set(), 0)
+        assert cf is not None
+        assert cf.is_codeflash
+        assert "codeflash-optimize" in cf.skills_invoked
+
+    def test_detects_from_commands(self) -> None:
+        cf = detect_codeflash(set(), set(), {"codex-review"}, 0)
+        assert cf is not None
+        assert "codex-review" in cf.commands_invoked
+
+    def test_tracks_teams(self) -> None:
+        cf = detect_codeflash({"codeflash"}, set(), set(), 3)
+        assert cf is not None
+        assert cf.teams_created == 3
+
+    def test_detects_researcher(self) -> None:
+        cf = detect_codeflash({"codeflash-researcher"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.has_researcher
+
+    def test_detects_reviewer(self) -> None:
+        cf = detect_codeflash({"codeflash-review"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.has_reviewer
+
+    def test_detects_ci_handler(self) -> None:
+        cf = detect_codeflash({"codeflash-ci"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.has_ci_handler
+
+    def test_detects_pr_prep(self) -> None:
+        cf = detect_codeflash({"codeflash-pr-prep"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.has_pr_prep
+
+    def test_infers_javascript_from_prefix(self) -> None:
+        cf = detect_codeflash({"codeflash-js-cpu"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.language == "javascript"
+        assert cf.optimization_domain == "cpu"
+
+    def test_infers_java_from_prefix(self) -> None:
+        cf = detect_codeflash({"codeflash-java-memory"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.language == "java"
+        assert cf.optimization_domain == "memory"
+
+    def test_memory_domain(self) -> None:
+        cf = detect_codeflash({"codeflash-memory"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.optimization_domain == "memory"
+
+    def test_async_domain(self) -> None:
+        cf = detect_codeflash({"codeflash-async"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.optimization_domain == "async"
+
+    def test_structure_domain(self) -> None:
+        cf = detect_codeflash({"codeflash-structure"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.optimization_domain == "structure"
+
+    def test_bundle_domain(self) -> None:
+        cf = detect_codeflash({"codeflash-js-bundle"}, set(), set(), 0)
+        assert cf is not None
+        assert cf.optimization_domain == "bundle"
+
+
+# ---------------------------------------------------------------------------
+# _infer_language / _infer_domain
+# ---------------------------------------------------------------------------
+
+
+class TestInferLanguage:
+    def test_python_from_marker(self) -> None:
+        assert "python" == infer_language({"codeflash-python"})
+
+    def test_javascript_from_marker(self) -> None:
+        assert "javascript" == infer_language({"codeflash-javascript"})
+
+    def test_javascript_from_js_prefix(self) -> None:
+        assert "javascript" == infer_language({"codeflash-js-deep"})
+
+    def test_java_from_marker(self) -> None:
+        assert "java" == infer_language({"codeflash-java"})
+
+    def test_java_from_prefix(self) -> None:
+        assert "java" == infer_language({"codeflash-java-cpu"})
+
+    def test_none_for_generic_agent(self) -> None:
+        assert infer_language({"codeflash"}) is None
+
+    def test_none_for_empty(self) -> None:
+        assert infer_language(set()) is None
+
+
+class TestInferDomain:
+    def test_cpu(self) -> None:
+        assert "cpu" == infer_domain({"codeflash-cpu"})
+
+    def test_memory(self) -> None:
+        assert "memory" == infer_domain({"codeflash-memory"})
+
+    def test_deep(self) -> None:
+        assert "deep" == infer_domain({"codeflash-deep"})
+
+    def test_async(self) -> None:
+        assert "async" == infer_domain({"codeflash-async"})
+
+    def test_structure(self) -> None:
+        assert "structure" == infer_domain({"codeflash-structure"})
+
+    def test_bundle(self) -> None:
+        assert "bundle" == infer_domain({"codeflash-js-bundle"})
+
+    def test_none_for_router_only(self) -> None:
+        assert infer_domain({"codeflash-python"}) is None
+
+    def test_none_for_empty(self) -> None:
+        assert infer_domain(set()) is None
+
+
+# ---------------------------------------------------------------------------
+# extract_meta codeflash integration
+# ---------------------------------------------------------------------------
+
+
+class TestExtractMetaCodeflash:
+    def test_non_codeflash_session_has_none(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {"type": "user", "timestamp": _ts(0), "message": {"content": "hello"}},
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(1),
+                    "message": {
+                        "content": [{"type": "text", "text": "hi"}],
+                        "usage": {},
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.codeflash is None
+
+    def test_detects_codeflash_agent_spawn(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(0),
+                    "message": {
+                        "content": [
+                            {
+                                "type": "tool_use",
+                                "id": "t1",
+                                "name": "Agent",
+                                "input": {"name": "codeflash-python", "prompt": "optimize"},
+                            }
+                        ],
+                        "usage": {},
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.codeflash is not None
+        assert meta.codeflash.is_codeflash
+        assert meta.codeflash.language == "python"
+        assert "codeflash-python" in meta.codeflash.agents_used
+
+    def test_detects_codeflash_skill(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(0),
+                    "message": {
+                        "content": [
+                            {
+                                "type": "tool_use",
+                                "id": "t1",
+                                "name": "Skill",
+                                "input": {"skill": "codeflash-optimize"},
+                            }
+                        ],
+                        "usage": {},
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.codeflash is not None
+        assert "codeflash-optimize" in meta.codeflash.skills_invoked
+
+    def test_detects_team_creates(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(0),
+                    "message": {
+                        "content": [
+                            {"type": "tool_use", "id": "t1", "name": "TeamCreate", "input": {}},
+                            {
+                                "type": "tool_use",
+                                "id": "t2",
+                                "name": "Agent",
+                                "input": {"name": "codeflash-deep", "prompt": "go"},
+                            },
+                        ],
+                        "usage": {},
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        assert meta.codeflash is not None
+        assert meta.codeflash.teams_created == 1
+
+    def test_detects_multiple_agents(self, tmp_path: Path) -> None:
+        p = tmp_path / "proj" / "sess.jsonl"
+        p.parent.mkdir()
+        _write_jsonl(
+            p,
+            [
+                {
+                    "type": "assistant",
+                    "timestamp": _ts(0),
+                    "message": {
+                        "content": [
+                            {
+                                "type": "tool_use",
+                                "id": "t1",
+                                "name": "Agent",
+                                "input": {"name": "codeflash-python", "prompt": "start"},
+                            },
+                            {
+                                "type": "tool_use",
+                                "id": "t2",
+                                "name": "Agent",
+                                "input": {"name": "codeflash-deep", "prompt": "optimize"},
+                            },
+                            {
+                                "type": "tool_use",
+                                "id": "t3",
+                                "name": "Agent",
+                                "input": {"name": "codeflash-researcher", "prompt": "research"},
+                            },
+                            {
+                                "type": "tool_use",
+                                "id": "t4",
+                                "name": "Agent",
+                                "input": {"name": "codeflash-review", "prompt": "review"},
+                            },
+                        ],
+                        "usage": {},
+                    },
+                },
+            ],
+        )
+        meta = extract_meta(p)
+        assert meta is not None
+        cf = meta.codeflash
+        assert cf is not None
+        assert cf.language == "python"
+        assert cf.optimization_domain == "deep"
+        assert cf.has_researcher
+        assert cf.has_reviewer
+        assert len(cf.agents_used) == 4

packages/blackbox/tests/test_cli.py

@@ -0,0 +1,54 @@
+from __future__ import annotations
+
+from argparse import Namespace
+
+import pytest
+
+from blackbox.cli import main, parse_args, run
+
+
+class TestParseArgs:
+    def test_serve_defaults(self) -> None:
+        args = parse_args(["serve"]).unwrap()
+        assert "serve" == args.command
+        assert 7100 == args.port
+        assert args.no_open is False
+
+    def test_serve_custom_port(self) -> None:
+        args = parse_args(["serve", "--port", "8080"]).unwrap()
+        assert 8080 == args.port
+
+    def test_serve_no_open(self) -> None:
+        args = parse_args(["serve", "--no-open"]).unwrap()
+        assert args.no_open is True
+
+    def test_no_command_errors(self) -> None:
+        with pytest.raises(SystemExit):
+            parse_args([])
+
+
+class TestRun:
+    def test_serve_launches_uvicorn(self, monkeypatch: pytest.MonkeyPatch) -> None:
+        called_with: dict[str, object] = {}
+
+        def fake_uvicorn_run(app: object, **kwargs: object) -> None:
+            called_with["app"] = app
+            called_with.update(kwargs)
+
+        monkeypatch.setattr("uvicorn.run", fake_uvicorn_run)
+        args = parse_args(["serve", "--no-open"]).unwrap()
+        run(args).unwrap()
+        assert "127.0.0.1" == called_with["host"]
+        assert 7100 == called_with["port"]
+
+    def test_unknown_command(self) -> None:
+        args = Namespace(command="bogus")
+        result = run(args)
+        assert not result.is_ok()
+
+
+class TestMain:
+    def test_main_serve(self, monkeypatch: pytest.MonkeyPatch) -> None:
+        monkeypatch.setattr("sys.argv", ["blackbox", "serve", "--no-open"])
+        monkeypatch.setattr("uvicorn.run", lambda *a, **kw: None)
+        main()

packages/blackbox/tests/test_formatting.py

@@ -0,0 +1,333 @@
+from __future__ import annotations
+
+import json
+from typing import Any
+
+from blackbox.formatting import (
+    AuditFormatter,
+    DigestFormatter,
+    MetaFormatter,
+    ProjectFormatter,
+    RecommendationFormatter,
+)
+from blackbox.models import (
+    ProjectStats,
+    Recommendation,
+    SessionAudit,
+    SessionDigest,
+    WeekStats,
+)
+from tests.conftest import make_meta
+
+# ---------------------------------------------------------------------------
+# MetaFormatter
+# ---------------------------------------------------------------------------
+
+
+class TestMetaFormatter:
+    def test_basic(self) -> None:
+        text = MetaFormatter(make_meta(input_tokens=5000, output_tokens=2000, tool_errors=2)).summary()
+        assert "abcd1234" in text
+        assert "60min" in text
+        assert "10 user / 12 assistant" in text
+        assert "25 calls (2 errors)" in text
+        assert "5,000 in / 2,000 out" in text
+
+    def test_with_git(self) -> None:
+        assert "5 commits on main" in MetaFormatter(make_meta(git_commits=5, git_branch="main")).summary()
+
+    def test_git_without_branch(self) -> None:
+        assert "unknown" in MetaFormatter(make_meta(git_commits=1, git_branch=None)).summary()
+
+    def test_with_files(self) -> None:
+        text = MetaFormatter(make_meta(files_modified=3, lines_added=100, lines_removed=20)).summary()
+        assert "3 modified" in text
+        assert "+100/-20" in text
+
+    def test_without_files(self) -> None:
+        assert "modified" not in MetaFormatter(make_meta(files_modified=0)).summary()
+
+    def test_with_compactions(self) -> None:
+        assert "Compactions: 3" in MetaFormatter(make_meta(compactions=3)).summary()
+
+    def test_without_compactions(self) -> None:
+        assert "Compactions" not in MetaFormatter(make_meta(compactions=0)).summary()
+
+    def test_with_interruptions(self) -> None:
+        assert "Interruptions: 2" in MetaFormatter(make_meta(user_interruptions=2)).summary()
+
+    def test_without_interruptions(self) -> None:
+        assert "Interruptions" not in MetaFormatter(make_meta(user_interruptions=0)).summary()
+
+    def test_top_tools_capped_at_5(self) -> None:
+        meta = make_meta(tool_counts={"Read": 20, "Edit": 15, "Bash": 10, "Write": 5, "Grep": 3, "X": 1})
+        text = MetaFormatter(meta).summary()
+        assert "Read=20" in text
+        assert "X=1" not in text
+
+    def test_no_top_tools_when_empty(self) -> None:
+        assert "Top tools" not in MetaFormatter(make_meta(tool_counts={})).summary()
+
+    def test_thinking_blocks_shown_when_nonzero(self) -> None:
+        assert "Thinking blocks: 5" in MetaFormatter(make_meta(thinking_blocks=5)).summary()
+
+    def test_thinking_blocks_hidden_when_zero(self) -> None:
+        assert "Thinking blocks" not in MetaFormatter(make_meta(thinking_blocks=0)).summary()
+
+    def test_web_shown_when_nonzero(self) -> None:
+        text = MetaFormatter(make_meta(web_searches=3, web_fetches=1)).summary()
+        assert "Web: 3 searches / 1 fetches" in text
+
+    def test_web_hidden_when_zero(self) -> None:
+        assert "Web:" not in MetaFormatter(make_meta(web_searches=0, web_fetches=0)).summary()
+
+    def test_permission_mode_shown_when_set(self) -> None:
+        text = MetaFormatter(make_meta(permission_mode="bypassPermissions")).summary()
+        assert "Permission mode: bypassPermissions" in text
+
+    def test_permission_mode_hidden_when_none(self) -> None:
+        assert "Permission mode" not in MetaFormatter(make_meta(permission_mode=None)).summary()
+
+
+# ---------------------------------------------------------------------------
+# AuditFormatter
+# ---------------------------------------------------------------------------
+
+
+class TestAuditFormatter:
+    def test_basic(self) -> None:
+        a = SessionAudit(
+            session_id="abcd1234-5678",
+            outcome="success",
+            satisfaction="positive",
+            session_type="debugging",
+        )
+        text = AuditFormatter(a).summary()
+        assert "abcd1234" in text
+        assert "Outcome: success" in text
+        assert "Satisfaction: positive" in text
+        assert "Type: debugging" in text
+
+    def test_with_goals(self) -> None:
+        a = SessionAudit(session_id="x", goal_categories={"bugfix": 5, "refactor": 3})
+        text = AuditFormatter(a).summary()
+        assert "Goals:" in text
+        assert "bugfix(5)" in text
+
+    def test_without_goals(self) -> None:
+        assert "Goals" not in AuditFormatter(SessionAudit(session_id="x", goal_categories={})).summary()
+
+    def test_with_friction(self) -> None:
+        a = SessionAudit(session_id="x", friction_counts={"permission_denied": 4})
+        assert "permission_denied(4)" in AuditFormatter(a).summary()
+
+    def test_without_friction(self) -> None:
+        assert "Friction" not in AuditFormatter(SessionAudit(session_id="x")).summary()
+
+    def test_with_instructions(self) -> None:
+        a = SessionAudit(session_id="x", user_instructions=("use pytest", "no comments"))
+        assert "Instructions: 2 extracted" in AuditFormatter(a).summary()
+
+    def test_without_instructions(self) -> None:
+        assert "Instructions" not in AuditFormatter(SessionAudit(session_id="x")).summary()
+
+    def test_summary_truncated_at_120(self) -> None:
+        a = SessionAudit(session_id="x", summary="x" * 200)
+        text = AuditFormatter(a).summary()
+        summary_line = next(line for line in text.split("\n") if "Summary" in line)
+        assert len(summary_line.split("Summary: ")[1]) == 120
+
+
+# ---------------------------------------------------------------------------
+# RecommendationFormatter
+# ---------------------------------------------------------------------------
+
+
+class TestRecommendationFormatter:
+    def test_basic(self) -> None:
+        r = Recommendation(suggestion="do X", evidence="50% failure", frequency=0.5, source_sessions=5)
+        text = RecommendationFormatter(r).summary()
+        assert "do X" in text
+        assert "50% failure" in text
+
+
+# ---------------------------------------------------------------------------
+# ProjectFormatter
+# ---------------------------------------------------------------------------
+
+
+class TestProjectFormatter:
+    def make(self, **kw: Any) -> ProjectStats:
+        defaults: dict[str, Any] = {
+            "project_path": "/proj/myapp",
+            "project_name": "myapp",
+            "session_count": 10,
+            "success_rate": 0.9,
+            "avg_tool_errors": 2.5,
+            "avg_duration_s": 600.0,
+            "top_error_categories": (),
+            "top_friction": (),
+        }
+        defaults.update(kw)
+        return ProjectStats(**defaults)
+
+    def test_basic(self) -> None:
+        text = ProjectFormatter(self.make()).summary()
+        assert "myapp: 10 sessions" in text
+        assert "90% success" in text
+
+    def test_outlier_marker(self) -> None:
+        assert "[!]" in ProjectFormatter(self.make(is_outlier=True)).summary()
+
+    def test_error_categories_shown(self) -> None:
+        p = self.make(top_error_categories=(("edit_failed", 8), ("command_failed", 3)))
+        assert "Errors: edit_failed(8)" in ProjectFormatter(p).summary()
+
+    def test_friction_shown(self) -> None:
+        p = self.make(top_friction=(("user_rejected", 4),))
+        assert "Friction: user_rejected(4)" in ProjectFormatter(p).summary()
+
+    def test_no_sub_lines_when_clean(self) -> None:
+        text = ProjectFormatter(self.make()).summary()
+        assert len(text.strip().split("\n")) == 1
+
+
+# ---------------------------------------------------------------------------
+# DigestFormatter
+# ---------------------------------------------------------------------------
+
+
+class TestDigestFormatter:
+    def make(self, **kw: Any) -> SessionDigest:
+        defaults: dict[str, Any] = {"session_count": 10, "date_range": (100.0, 500.0), "success_rate": 0.8}
+        defaults.update(kw)
+        return SessionDigest(**defaults)
+
+    def test_includes_count(self) -> None:
+        assert "42 sessions" in DigestFormatter(self.make(session_count=42)).summary()
+
+    def test_success_rate(self) -> None:
+        assert "80% success rate" in DigestFormatter(self.make(success_rate=0.8)).summary()
+
+    def test_outcome_distribution(self) -> None:
+        digest = self.make(
+            session_count=10,
+            outcome_distribution={"fully_achieved": 7, "unclear": 3},
+        )
+        text = DigestFormatter(digest).summary()
+        assert "fully_achieved: 7 (70%)" in text
+
+    def test_no_trends_without_weeks(self) -> None:
+        assert "Trends" not in DigestFormatter(self.make()).summary()
+
+    def test_trends_with_weeks(self) -> None:
+        w = WeekStats(
+            week="2026-W17", session_count=5, success_rate=0.7, avg_errors_per_session=1.0, avg_duration_s=600.0
+        )
+        digest = self.make(weeks=(w,), rolling_success_rate=0.7)
+        text = DigestFormatter(digest).summary()
+        assert "Trends" in text
+        assert "2026-W17" in text
+
+    def test_no_projects_without_data(self) -> None:
+        assert "Projects" not in DigestFormatter(self.make()).summary()
+
+    def test_no_recommendations_without_data(self) -> None:
+        assert "Recommendations" not in DigestFormatter(self.make()).summary()
+
+    def test_with_recommendations(self) -> None:
+        r = Recommendation(suggestion="Fix the thing", evidence="50% failure", frequency=0.5, source_sessions=10)
+        text = DigestFormatter(self.make(recommendations=(r,))).summary()
+        assert "Recommendations" in text
+        assert "1. Fix the thing" in text
+
+    def test_satisfaction_distribution(self) -> None:
+        digest = self.make(
+            session_count=10,
+            satisfaction_distribution={"happy": 6, "neutral": 4},
+        )
+        text = DigestFormatter(digest).summary()
+        assert "Satisfaction:" in text
+        assert "happy: 6" in text
+
+    def test_top_friction(self) -> None:
+        digest = self.make(top_friction=(("tool_failed", 12), ("blocked", 3)))
+        text = DigestFormatter(digest).summary()
+        assert "Top friction:" in text
+        assert "tool_failed: 12" in text
+
+    def test_sparkline_with_two_weeks(self) -> None:
+        w1 = WeekStats(
+            week="2026-W16", session_count=3, success_rate=0.5, avg_errors_per_session=2.0, avg_duration_s=600.0
+        )
+        w2 = WeekStats(
+            week="2026-W17", session_count=4, success_rate=0.9, avg_errors_per_session=0.5, avg_duration_s=400.0
+        )
+        text = DigestFormatter(self.make(weeks=(w1, w2), rolling_success_rate=0.7)).summary()
+        assert "Success: [" in text
+        assert "Errors: [" in text
+
+    def test_error_category_deltas(self) -> None:
+        w = WeekStats(
+            week="2026-W17", session_count=3, success_rate=0.7, avg_errors_per_session=1.0, avg_duration_s=600.0
+        )
+        digest = self.make(
+            weeks=(w,),
+            error_category_deltas=(("command_failed", 0.5, 4.0, 6.0),),
+        )
+        text = DigestFormatter(digest).summary()
+        assert "Error category trends:" in text
+        assert "command_failed" in text
+
+    def test_with_projects(self) -> None:
+        p = ProjectStats(
+            project_path="/proj/myapp",
+            project_name="myapp",
+            session_count=5,
+            success_rate=0.8,
+            avg_tool_errors=1.0,
+            avg_duration_s=300.0,
+            top_error_categories=(),
+            top_friction=(),
+        )
+        text = DigestFormatter(self.make(projects=(p,))).summary()
+        assert "Projects (1)" in text
+        assert "myapp" in text
+
+
+class TestDigestToJson:
+    def make(self, **kw: Any) -> SessionDigest:
+        defaults: dict[str, Any] = {"session_count": 10, "date_range": (100.0, 500.0), "success_rate": 0.8}
+        defaults.update(kw)
+        return SessionDigest(**defaults)
+
+    def test_valid_json(self) -> None:
+        j = DigestFormatter(self.make(session_count=5)).to_json()
+        parsed = json.loads(j)
+        assert parsed["session_count"] == 5
+
+    def test_with_nested_weeks(self) -> None:
+        w = WeekStats(
+            week="2026-W17", session_count=3, success_rate=0.7, avg_errors_per_session=1.0, avg_duration_s=600.0
+        )
+        j = DigestFormatter(self.make(weeks=(w,))).to_json()
+        parsed = json.loads(j)
+        assert len(parsed["weeks"]) == 1
+        assert parsed["weeks"][0]["week"] == "2026-W17"
+
+    def test_with_nested_projects(self) -> None:
+        p = ProjectStats(
+            project_path="/p",
+            project_name="p",
+            session_count=5,
+            success_rate=0.8,
+            avg_tool_errors=1.0,
+            avg_duration_s=300.0,
+            top_error_categories=(),
+            top_friction=(),
+            is_outlier=False,
+        )
+        j = DigestFormatter(self.make(projects=(p,))).to_json()
+        parsed = json.loads(j)
+        assert len(parsed["projects"]) == 1
+        assert parsed["projects"][0]["project_name"] == "p"

packages/blackbox/tests/test_models.py

@@ -0,0 +1,305 @@
+from __future__ import annotations
+
+import json
+from typing import Any
+
+import attrs
+import pytest
+
+from blackbox.models import (
+    ProjectStats,
+    Recommendation,
+    SessionAudit,
+    SessionDigest,
+    SessionEvent,
+    WeekStats,
+    arrow,
+    sparkline,
+)
+from tests.conftest import make_audit, make_meta
+
+# ---------------------------------------------------------------------------
+# sparkline and arrow
+# ---------------------------------------------------------------------------
+
+
+class TestSparkline:
+    def test_empty_or_single_returns_empty(self) -> None:
+        assert "" == sparkline([])
+        assert "" == sparkline([1.0])
+
+    def test_ascending_produces_increasing_chars(self) -> None:
+        result = sparkline([0.0, 0.5, 1.0])
+        assert len(result) == 3
+        assert result[0] <= result[-1]
+
+    def test_descending_produces_decreasing_chars(self) -> None:
+        result = sparkline([1.0, 0.5, 0.0])
+        assert result[0] >= result[-1]
+
+    def test_constant_values_produce_middle_char(self) -> None:
+        result = sparkline([5.0, 5.0, 5.0])
+        assert len(result) == 3
+        assert len(set(result)) == 1
+
+    def test_two_values_uses_full_range(self) -> None:
+        result = sparkline([0.0, 1.0])
+        assert len(result) == 2
+        assert result[0] != result[-1]
+
+
+class TestArrow:
+    def test_near_zero_delta_returns_equals(self) -> None:
+        assert "=" == arrow(0.0)
+        assert "=" == arrow(0.04)
+        assert "=" == arrow(-0.04)
+
+    def test_positive_delta_returns_up(self) -> None:
+        assert "^" == arrow(0.1)
+
+    def test_negative_delta_returns_down(self) -> None:
+        assert "v" == arrow(-0.1)
+
+    def test_invert_flips_positive(self) -> None:
+        assert "v" == arrow(0.1, invert=True)
+
+    def test_invert_flips_negative(self) -> None:
+        assert "^" == arrow(-0.1, invert=True)
+
+    def test_invert_near_zero_still_equals(self) -> None:
+        assert "=" == arrow(0.0, invert=True)
+
+
+# ---------------------------------------------------------------------------
+# SessionEvent
+# ---------------------------------------------------------------------------
+
+
+class TestSessionEvent:
+    def test_construction(self) -> None:
+        e = SessionEvent(
+            timestamp="2024-01-01T00:00:00Z",
+            speaker="user",
+            text="hello",
+            tool_name=None,
+            file_path=None,
+            command=None,
+            is_error=False,
+            error_category=None,
+            attachment_type=None,
+        )
+        assert e.speaker == "user"
+        assert e.text == "hello"
+        assert not e.is_error
+
+    def test_frozen(self) -> None:
+        e = SessionEvent("ts", "user", "hi", None, None, None, False, None, None)
+        with pytest.raises(attrs.exceptions.FrozenInstanceError):
+            e.speaker = "assistant"  # type: ignore[misc]
+
+    def test_equality(self) -> None:
+        e1 = SessionEvent("ts", "user", "hi", None, None, None, False, None, None)
+        e2 = SessionEvent("ts", "user", "hi", None, None, None, False, None, None)
+        assert e1 == e2
+
+    def test_attrs_asdict(self) -> None:
+        e = SessionEvent("ts", "user", "hi", None, None, None, False, None, None)
+        d = attrs.asdict(e)
+        assert d["speaker"] == "user"
+        assert d["text"] == "hi"
+        assert json.dumps(d)  # JSON-serializable
+
+
+# ---------------------------------------------------------------------------
+# SessionMeta — properties
+# ---------------------------------------------------------------------------
+
+
+class TestSessionMetaProperties:
+    def test_duration_minutes(self) -> None:
+        assert make_meta(duration_s=3600.0).duration_minutes == 60.0
+
+    def test_duration_minutes_zero(self) -> None:
+        assert make_meta(duration_s=0.0).duration_minutes == 0.0
+
+    def test_total_tokens(self) -> None:
+        assert make_meta(input_tokens=1000, output_tokens=500).total_tokens == 1500
+
+    def test_total_tokens_default(self) -> None:
+        assert make_meta().total_tokens == 0
+
+    def test_cache_hit_rate(self) -> None:
+        meta = make_meta(input_tokens=500, cache_read_tokens=300, cache_creation_tokens=200)
+        assert meta.cache_hit_rate == 0.3
+
+    def test_cache_hit_rate_zero_tokens(self) -> None:
+        assert make_meta().cache_hit_rate == 0.0
+
+    def test_cache_hit_rate_full(self) -> None:
+        meta = make_meta(input_tokens=0, cache_read_tokens=1000, cache_creation_tokens=0)
+        assert meta.cache_hit_rate == 1.0
+
+
+class TestSessionMetaFrozen:
+    def test_frozen(self) -> None:
+        meta = make_meta()
+        with pytest.raises(attrs.exceptions.FrozenInstanceError):
+            meta.session_id = "new"  # type: ignore[misc]
+
+
+class TestSessionMetaAsDict:
+    def test_returns_dict(self) -> None:
+        d = attrs.asdict(make_meta())
+        assert isinstance(d, dict)
+        assert d["session_id"] == "abcd1234-5678-9012-3456-789012345678"
+        assert d["duration_s"] == 3600.0
+
+    def test_includes_optional_fields(self) -> None:
+        d = attrs.asdict(make_meta(git_branch="feature", git_commits=3))
+        assert d["git_branch"] == "feature"
+        assert d["git_commits"] == 3
+
+
+# ---------------------------------------------------------------------------
+# SessionAudit
+# ---------------------------------------------------------------------------
+
+
+class TestSessionAuditDefaults:
+    def test_defaults(self) -> None:
+        a = SessionAudit(session_id="x")
+        assert a.outcome == "unclear"
+        assert a.satisfaction == "neutral"
+        assert a.session_type == "single_task"
+        assert a.goal_categories == {}
+        assert a.friction_counts == {}
+        assert a.user_instructions == ()
+        assert a.summary == ""
+
+    def test_frozen(self) -> None:
+        a = SessionAudit(session_id="x")
+        with pytest.raises(attrs.exceptions.FrozenInstanceError):
+            a.outcome = "success"  # type: ignore[misc]
+
+
+class TestSessionAuditAsDict:
+    def test_returns_dict(self) -> None:
+        a = make_audit()
+        d = attrs.asdict(a)
+        assert isinstance(d, dict)
+        assert d["outcome"] == "mostly_achieved"
+
+    def test_reflects_values(self) -> None:
+        a = make_audit(outcome="success", satisfaction="positive", session_type="multi_task")
+        d = attrs.asdict(a)
+        assert d["outcome"] == "success"
+        assert d["session_type"] == "multi_task"
+
+
+# ---------------------------------------------------------------------------
+# ProjectStats — mutable is_outlier
+# ---------------------------------------------------------------------------
+
+
+class TestProjectStats:
+    def make(self, **kw: Any) -> ProjectStats:
+        defaults: dict[str, Any] = {
+            "project_path": "/proj/myapp",
+            "project_name": "myapp",
+            "session_count": 10,
+            "success_rate": 0.9,
+            "avg_tool_errors": 2.5,
+            "avg_duration_s": 600.0,
+            "top_error_categories": (),
+            "top_friction": (),
+        }
+        defaults.update(kw)
+        return ProjectStats(**defaults)
+
+    def test_is_outlier_default_false(self) -> None:
+        assert not self.make().is_outlier
+
+    def test_is_outlier_mutable(self) -> None:
+        p = self.make()
+        p.is_outlier = True
+        assert p.is_outlier
+
+
+# ---------------------------------------------------------------------------
+# WeekStats + Recommendation
+# ---------------------------------------------------------------------------
+
+
+class TestWeekStats:
+    def test_frozen(self) -> None:
+        w = WeekStats(
+            week="2026-W17", session_count=3, success_rate=0.7, avg_errors_per_session=1.0, avg_duration_s=600.0
+        )
+        with pytest.raises(attrs.exceptions.FrozenInstanceError):
+            w.session_count = 5  # type: ignore[misc]
+
+    def test_default_error_counts(self) -> None:
+        w = WeekStats(
+            week="2026-W17", session_count=3, success_rate=0.7, avg_errors_per_session=1.0, avg_duration_s=600.0
+        )
+        assert w.error_category_counts == {}
+
+
+class TestRecommendation:
+    def test_frozen(self) -> None:
+        r = Recommendation(suggestion="do X", evidence="50%", frequency=0.5, source_sessions=5)
+        with pytest.raises(attrs.exceptions.FrozenInstanceError):
+            r.suggestion = "do Y"  # type: ignore[misc]
+
+
+# ---------------------------------------------------------------------------
+# SessionDigest
+# ---------------------------------------------------------------------------
+
+
+class TestSessionDigest:
+    def make(self, **kw: Any) -> SessionDigest:
+        defaults: dict[str, Any] = {"session_count": 10, "date_range": (100.0, 500.0), "success_rate": 0.8}
+        defaults.update(kw)
+        return SessionDigest(**defaults)
+
+    def test_attrs_asdict(self) -> None:
+        d = attrs.asdict(self.make())
+        assert d["session_count"] == 10
+        assert d["success_rate"] == 0.8
+
+    def test_frozen(self) -> None:
+        d = self.make()
+        with pytest.raises(attrs.exceptions.FrozenInstanceError):
+            d.session_count = 99  # type: ignore[misc]
+
+    def test_json_serializable(self) -> None:
+        j = json.dumps(attrs.asdict(self.make(session_count=5)), indent=2, default=str)
+        parsed = json.loads(j)
+        assert parsed["session_count"] == 5
+
+    def test_json_with_nested_weeks(self) -> None:
+        w = WeekStats(
+            week="2026-W17", session_count=3, success_rate=0.7, avg_errors_per_session=1.0, avg_duration_s=600.0
+        )
+        j = json.dumps(attrs.asdict(self.make(weeks=(w,))), indent=2, default=str)
+        parsed = json.loads(j)
+        assert len(parsed["weeks"]) == 1
+        assert parsed["weeks"][0]["week"] == "2026-W17"
+
+    def test_json_with_nested_projects(self) -> None:
+        p = ProjectStats(
+            project_path="/p",
+            project_name="p",
+            session_count=5,
+            success_rate=0.8,
+            avg_tool_errors=1.0,
+            avg_duration_s=300.0,
+            top_error_categories=(),
+            top_friction=(),
+            is_outlier=False,
+        )
+        j = json.dumps(attrs.asdict(self.make(projects=(p,))), indent=2, default=str)
+        parsed = json.loads(j)
+        assert len(parsed["projects"]) == 1
+        assert parsed["projects"][0]["project_name"] == "p"

packages/blackbox/tests/test_rendering.py

@@ -0,0 +1,268 @@
+from __future__ import annotations
+
+import time
+
+from blackbox.dashboard.rendering import (
+    esc,
+    esc_md,
+    fmt_duration,
+    fmt_relative,
+    fmt_time,
+    passes_filter,
+    render_log_html,
+    shorten_paths,
+    tool_call_html,
+)
+from blackbox.models import LogEntry
+
+# ---------------------------------------------------------------------------
+# fmt_time
+# ---------------------------------------------------------------------------
+
+
+class TestFmtTime:
+    def test_epoch_zero(self) -> None:
+        assert "00:00:00" == fmt_time(0.0)
+
+    def test_known_timestamp(self) -> None:
+        assert "01:46:40" == fmt_time(1_000_000_000.0)
+
+    def test_fractional_seconds_truncated(self) -> None:
+        assert "00:00:00" == fmt_time(0.999)
+
+
+# ---------------------------------------------------------------------------
+# fmt_duration
+# ---------------------------------------------------------------------------
+
+
+class TestFmtDuration:
+    def test_zero_seconds(self) -> None:
+        assert "0s" == fmt_duration(100.0, 100.0)
+
+    def test_seconds_only(self) -> None:
+        assert "45s" == fmt_duration(0.0, 45.0)
+
+    def test_minutes_and_seconds(self) -> None:
+        assert "2m30s" == fmt_duration(0.0, 150.0)
+
+    def test_hours_and_minutes(self) -> None:
+        assert "1h30m" == fmt_duration(0.0, 5400.0)
+
+    def test_negative_clamps_to_zero(self) -> None:
+        assert "0s" == fmt_duration(100.0, 50.0)
+
+    def test_none_finished_uses_current_time(self) -> None:
+        result = fmt_duration(time.time() - 10, None)
+        assert result.endswith("s")
+
+    def test_exactly_60_seconds(self) -> None:
+        assert "1m00s" == fmt_duration(0.0, 60.0)
+
+    def test_exactly_one_hour(self) -> None:
+        assert "1h00m" == fmt_duration(0.0, 3600.0)
+
+
+# ---------------------------------------------------------------------------
+# fmt_relative
+# ---------------------------------------------------------------------------
+
+
+class TestFmtRelative:
+    def test_just_now(self) -> None:
+        assert "just now" == fmt_relative(time.time())
+
+    def test_minutes_ago(self) -> None:
+        assert "5m ago" == fmt_relative(time.time() - 300)
+
+    def test_hours_ago(self) -> None:
+        assert "2h ago" == fmt_relative(time.time() - 7200)
+
+    def test_days_ago(self) -> None:
+        assert "3d ago" == fmt_relative(time.time() - 259200)
+
+
+# ---------------------------------------------------------------------------
+# esc / esc_md
+# ---------------------------------------------------------------------------
+
+
+class TestEsc:
+    def test_ampersand(self) -> None:
+        assert "a & b" == esc("a & b")
+
+    def test_angle_brackets(self) -> None:
+        assert "&lt;div&gt;" == esc("<div>")
+
+    def test_newlines_become_br(self) -> None:
+        assert "a<br>b" == esc("a\nb")
+
+    def test_combined(self) -> None:
+        assert "&lt;b&gt;hi&lt;/b&gt;<br>&amp;" == esc("<b>hi</b>\n&")
+
+
+class TestEscMd:
+    def test_bold_converted(self) -> None:
+        result = esc_md("hello **world**")
+        assert '<strong class="text-white">world</strong>' in result
+
+    def test_html_still_escaped(self) -> None:
+        result = esc_md("<script>**bold**")
+        assert "&lt;script&gt;" in result
+        assert '<strong class="text-white">bold</strong>' in result
+
+    def test_no_bold(self) -> None:
+        assert "plain text" == esc_md("plain text")
+
+
+# ---------------------------------------------------------------------------
+# shorten_paths
+# ---------------------------------------------------------------------------
+
+
+class TestShortenPaths:
+    def test_removes_tmp_paths(self) -> None:
+        assert "file: " == shorten_paths("file: /tmp/abc123/foo.py")
+
+    def test_removes_private_tmp_paths(self) -> None:
+        assert "file: " == shorten_paths("file: /private/tmp/abc123/bar.py")
+
+    def test_no_match_unchanged(self) -> None:
+        assert "/home/user/code" == shorten_paths("/home/user/code")
+
+
+# ---------------------------------------------------------------------------
+# passes_filter
+# ---------------------------------------------------------------------------
+
+
+class TestPassesFilter:
+    def make(self, level: str = "info", message: str = "hi", source: str = "user") -> LogEntry:
+        return LogEntry(timestamp=0.0, source=source, level=level, message=message)
+
+    def test_empty_message_rejected(self) -> None:
+        assert not passes_filter(self.make(message=""), "all", None)
+
+    def test_whitespace_only_rejected(self) -> None:
+        assert not passes_filter(self.make(message="   "), "all", None)
+
+    def test_all_filter_accepts_everything(self) -> None:
+        assert passes_filter(self.make(), "all", None)
+
+    def test_skip_levels_rejected_in_compact(self) -> None:
+        for level in ("delta", "stream", "block_stop", "block_start", "thinking_delta", "tool_start"):
+            assert not passes_filter(self.make(level=level), "compact", None)
+
+    def test_allowed_set_filters(self) -> None:
+        allowed = {"error"}
+        assert passes_filter(self.make(level="error"), "errors", allowed)
+        assert not passes_filter(self.make(level="info"), "errors", allowed)
+
+    def test_thinking_rejected_in_compact(self) -> None:
+        entry = self.make(level="assistant", message="(thinking)")
+        assert not passes_filter(entry, "compact", None)
+
+    def test_assistant_non_thinking_accepted(self) -> None:
+        entry = self.make(level="assistant", message="Hello there")
+        assert passes_filter(entry, "compact", None)
+
+    def test_skip_levels_pass_in_all_mode(self) -> None:
+        entry = self.make(level="delta", message="x")
+        assert passes_filter(entry, "all", None)
+
+
+# ---------------------------------------------------------------------------
+# tool_call_html
+# ---------------------------------------------------------------------------
+
+
+class TestToolCallHtml:
+    def test_short_preview_no_details(self) -> None:
+        html = tool_call_html("ls -la")
+        assert "<details" not in html
+        assert "ls -la" in html
+
+    def test_three_lines_no_details(self) -> None:
+        html = tool_call_html("line1\nline2\nline3")
+        assert "<details" not in html
+
+    def test_long_preview_has_details(self) -> None:
+        text = "\n".join(f"line {i}" for i in range(10))
+        html = tool_call_html(text)
+        assert "<details" in html
+        assert "+9 lines" in html
+
+    def test_tmp_paths_shortened(self) -> None:
+        html = tool_call_html("/tmp/abc123/foo.py")
+        assert "/tmp/" not in html
+
+
+# ---------------------------------------------------------------------------
+# render_log_html
+# ---------------------------------------------------------------------------
+
+
+class TestRenderLogHtml:
+    def make(self, **kw: object) -> LogEntry:
+        defaults = {
+            "timestamp": 1_000_000_000.0,
+            "source": "claude",
+            "level": "assistant",
+            "message": "hello",
+            "data": {},
+        }
+        defaults.update(kw)
+        return LogEntry(**defaults)  # type: ignore[arg-type]
+
+    def test_user_message_green(self) -> None:
+        html = render_log_html(self.make(source="user", level="info"))
+        assert "text-green-300" in html
+
+    def test_assistant_message(self) -> None:
+        html = render_log_html(self.make(level="assistant", message="hi"))
+        assert "text-gray-100" in html
+
+    def test_thinking_italic(self) -> None:
+        html = render_log_html(self.make(level="assistant", message="(thinking)"))
+        assert "italic" in html
+
+    def test_error_red(self) -> None:
+        html = render_log_html(self.make(level="error", message="fail"))
+        assert "text-red-400" in html
+
+    def test_tool_call_amber_badge(self) -> None:
+        html = render_log_html(
+            self.make(
+                level="tool_call",
+                message="Bash: ls",
+                data={"tool": "Bash", "input_preview": "ls"},
+            )
+        )
+        assert "bg-amber-500" in html
+        assert "Bash" in html
+
+    def test_tool_result_has_res_badge(self) -> None:
+        html = render_log_html(self.make(level="tool_result", message="output"))
+        assert "RES" in html
+
+    def test_tool_result_truncates_long_messages(self) -> None:
+        html = render_log_html(self.make(level="tool_result", message="x" * 600))
+        assert "..." in html
+
+    def test_contains_timestamp(self) -> None:
+        html = render_log_html(self.make())
+        assert "01:46:40" in html
+
+    def test_source_badges(self) -> None:
+        for source, label in [("claude", "CLU"), ("user", "USR"), ("system", "SYS")]:
+            html = render_log_html(self.make(source=source, level="info"))
+            assert label in html
+
+    def test_tool_levels_have_indent_and_opacity(self) -> None:
+        html = render_log_html(self.make(level="tool_call", data={"tool": "Read", "input_preview": "x"}))
+        assert "opacity-60" in html
+        assert "pl-4" in html
+
+    def test_non_tool_no_indent(self) -> None:
+        html = render_log_html(self.make(level="info"))
+        assert "pl-4" not in html

packages/blackbox/tests/test_routes.py

@@ -0,0 +1,74 @@
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Any
+from unittest.mock import MagicMock
+
+from blackbox.dashboard.routes import build_session_info, mark_live
+from blackbox.models import SessionInfo
+
+# ---------------------------------------------------------------------------
+# mark_live
+# ---------------------------------------------------------------------------
+
+
+class TestMarkLive:
+    def make_session(self, session_id: str = "sess-1") -> SessionInfo:
+        return SessionInfo(
+            session_id=session_id,
+            project_path="proj",
+            project_name="proj",
+            transcript_path="/tmp/proj/sess.jsonl",
+            started_at=1_000_000.0,
+        )
+
+    def test_no_live_ids_returns_same_list(self) -> None:
+        watcher = MagicMock()
+        watcher.live_session_ids.return_value = set()
+        sessions = [self.make_session()]
+        result = mark_live(sessions, watcher)
+        assert result is sessions
+
+    def test_marks_matching_session_as_live(self) -> None:
+        watcher = MagicMock()
+        watcher.live_session_ids.return_value = {"sess-1"}
+        sessions = [self.make_session("sess-1"), self.make_session("sess-2")]
+        result = mark_live(sessions, watcher)
+        assert result[0].is_live is True
+        assert result[1].is_live is False
+
+    def test_non_matching_sessions_unchanged(self) -> None:
+        watcher = MagicMock()
+        watcher.live_session_ids.return_value = {"other"}
+        sessions = [self.make_session("sess-1")]
+        result = mark_live(sessions, watcher)
+        assert result[0].is_live is False
+
+
+# ---------------------------------------------------------------------------
+# build_session_info
+# ---------------------------------------------------------------------------
+
+
+class TestBuildSessionInfo:
+    def write_transcript(self, path: Path, entries: list[dict[str, Any]]) -> None:
+        path.write_text("\n".join(json.dumps(e) for e in entries))
+
+    def test_returns_info_from_transcript(self, tmp_path: Path) -> None:
+        path = tmp_path / "abc.jsonl"
+        self.write_transcript(
+            path,
+            [{"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "hello"}}],
+        )
+        info = build_session_info(path, "abc", "proj")
+        assert "abc" == info.session_id
+        assert "hello" == info.first_prompt
+
+    def test_fallback_for_empty_transcript(self, tmp_path: Path) -> None:
+        path = tmp_path / "empty.jsonl"
+        path.write_text("")
+        info = build_session_info(path, "empty", "proj")
+        assert "empty" == info.session_id
+        assert "proj" == info.project_name
+        assert "" == info.first_prompt

packages/blackbox/tests/test_transcript.py

@@ -0,0 +1,552 @@
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Any
+
+from blackbox.dashboard.transcript import (
+    decode_project_name,
+    extract_text_content,
+    extract_tool_results,
+    extract_tool_uses,
+    parse_assistant_entry,
+    parse_entry,
+    parse_transcript,
+    parse_transcript_tail,
+    parse_user_entry,
+    quick_session_info,
+    scan_sessions,
+    tool_input_preview,
+    ts_to_epoch,
+)
+
+# ---------------------------------------------------------------------------
+# ts_to_epoch
+# ---------------------------------------------------------------------------
+
+
+class TestTsToEpoch:
+    def test_none_returns_zero(self) -> None:
+        assert 0.0 == ts_to_epoch(None)
+
+    def test_empty_string_returns_zero(self) -> None:
+        assert 0.0 == ts_to_epoch("")
+
+    def test_valid_iso_timestamp(self) -> None:
+        result = ts_to_epoch("2024-01-01T00:00:00Z")
+        assert result > 0
+
+    def test_naive_datetime_treated_as_utc(self) -> None:
+        result = ts_to_epoch("2024-01-01T00:00:00")
+        assert result > 0
+
+    def test_invalid_format_returns_zero(self) -> None:
+        assert 0.0 == ts_to_epoch("not-a-date")
+
+
+# ---------------------------------------------------------------------------
+# extract_text_content
+# ---------------------------------------------------------------------------
+
+
+class TestExtractTextContent:
+    def test_string_passthrough(self) -> None:
+        assert "hello" == extract_text_content("hello")
+
+    def test_list_of_text_blocks(self) -> None:
+        content = [
+            {"type": "text", "text": "hello"},
+            {"type": "text", "text": "world"},
+        ]
+        assert "hello\nworld" == extract_text_content(content)
+
+    def test_non_text_blocks_skipped(self) -> None:
+        content = [
+            {"type": "tool_use", "name": "Bash"},
+            {"type": "text", "text": "only this"},
+        ]
+        assert "only this" == extract_text_content(content)
+
+    def test_empty_list(self) -> None:
+        assert "" == extract_text_content([])
+
+    def test_non_string_non_list(self) -> None:
+        assert "" == extract_text_content(42)
+
+    def test_non_dict_items_skipped(self) -> None:
+        assert "" == extract_text_content(["not a dict"])
+
+
+# ---------------------------------------------------------------------------
+# extract_tool_uses / extract_tool_results
+# ---------------------------------------------------------------------------
+
+
+class TestExtractToolUses:
+    def test_extracts_tool_use_blocks(self) -> None:
+        content = [{"type": "tool_use", "name": "Read"}, {"type": "text", "text": "x"}]
+        assert [{"type": "tool_use", "name": "Read"}] == extract_tool_uses(content)
+
+    def test_non_list_returns_empty(self) -> None:
+        assert [] == extract_tool_uses("string")
+
+    def test_empty_list(self) -> None:
+        assert [] == extract_tool_uses([])
+
+
+class TestExtractToolResults:
+    def test_extracts_tool_result_blocks(self) -> None:
+        content = [{"type": "tool_result", "content": "ok"}, {"type": "text", "text": "x"}]
+        assert [{"type": "tool_result", "content": "ok"}] == extract_tool_results(content)
+
+    def test_non_list_returns_empty(self) -> None:
+        assert [] == extract_tool_results(42)
+
+
+# ---------------------------------------------------------------------------
+# tool_input_preview
+# ---------------------------------------------------------------------------
+
+
+class TestToolInputPreview:
+    def test_bash_shows_command(self) -> None:
+        assert "ls -la" == tool_input_preview("Bash", {"command": "ls -la"})
+
+    def test_read_shows_path(self) -> None:
+        assert "/foo.py" == tool_input_preview("Read", {"file_path": "/foo.py"})
+
+    def test_write_shows_path(self) -> None:
+        assert "/bar.py" == tool_input_preview("Write", {"file_path": "/bar.py"})
+
+    def test_edit_shows_path_and_old_string(self) -> None:
+        result = tool_input_preview("Edit", {"file_path": "/f.py", "old_string": "x" * 100})
+        assert "/f.py" in result
+        assert result.endswith("...")
+
+    def test_agent_shows_description(self) -> None:
+        result = tool_input_preview("Agent", {"description": "find bugs", "prompt": "long prompt"})
+        assert "find bugs" == result
+
+    def test_agent_falls_back_to_prompt(self) -> None:
+        result = tool_input_preview("Agent", {"prompt": "do stuff"})
+        assert "do stuff" == result
+
+    def test_skill_shows_skill_name(self) -> None:
+        assert "commit" == tool_input_preview("Skill", {"skill": "commit"})
+
+    def test_unknown_tool_json_preview(self) -> None:
+        result = tool_input_preview("CustomTool", {"key": "value"})
+        assert "key" in result
+        assert "value" in result
+
+    def test_unknown_tool_truncated_at_200(self) -> None:
+        result = tool_input_preview("CustomTool", {"key": "x" * 300})
+        assert len(result) <= 200
+
+
+# ---------------------------------------------------------------------------
+# parse_entry / parse_user_entry / parse_assistant_entry
+# ---------------------------------------------------------------------------
+
+
+class TestParseEntry:
+    def test_user_entry(self) -> None:
+        raw = {"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "hello"}}
+        entries = parse_entry(raw)
+        assert 1 == len(entries)
+        assert "user" == entries[0].source
+        assert "hello" == entries[0].message
+
+    def test_assistant_text_entry(self) -> None:
+        raw = {
+            "type": "assistant",
+            "timestamp": "2024-01-01T00:00:00Z",
+            "message": {"content": [{"type": "text", "text": "hi"}]},
+        }
+        entries = parse_entry(raw)
+        assert 1 == len(entries)
+        assert "claude" == entries[0].source
+        assert "assistant" == entries[0].level
+
+    def test_assistant_tool_use(self) -> None:
+        raw = {
+            "type": "assistant",
+            "timestamp": "2024-01-01T00:00:00Z",
+            "message": {"content": [{"type": "tool_use", "name": "Read", "input": {"file_path": "/x.py"}}]},
+        }
+        entries = parse_entry(raw)
+        assert 1 == len(entries)
+        assert "tool_call" == entries[0].level
+        assert "Read" in entries[0].message
+
+    def test_assistant_thinking_block(self) -> None:
+        raw = {
+            "type": "assistant",
+            "timestamp": "2024-01-01T00:00:00Z",
+            "message": {"content": [{"type": "thinking"}]},
+        }
+        entries = parse_entry(raw)
+        assert 1 == len(entries)
+        assert "(thinking)" == entries[0].message
+
+    def test_system_entry(self) -> None:
+        raw = {"type": "system", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "init"}}
+        entries = parse_entry(raw)
+        assert 1 == len(entries)
+        assert "system" == entries[0].source
+
+    def test_unknown_type_returns_empty(self) -> None:
+        assert [] == parse_entry({"type": "unknown"})
+
+
+class TestParseUserEntry:
+    def test_tool_result_with_error(self) -> None:
+        content = [{"type": "tool_result", "content": "fail", "is_error": True}]
+        raw: dict[str, Any] = {"toolUseResult": {"stderr": "bad command"}}
+        entries = parse_user_entry(0.0, {"content": content}, raw)
+        assert 1 == len(entries)
+        assert "error" == entries[0].level
+        assert "bad command" == entries[0].message
+
+    def test_tool_result_success(self) -> None:
+        content = [{"type": "tool_result", "content": "output text"}]
+        entries = parse_user_entry(0.0, {"content": content}, {})
+        assert 1 == len(entries)
+        assert "tool_result" == entries[0].level
+
+    def test_tool_result_with_stdout(self) -> None:
+        content = [{"type": "tool_result", "content": "ignored"}]
+        raw: dict[str, Any] = {"toolUseResult": {"stdout": "real output"}}
+        entries = parse_user_entry(0.0, {"content": content}, raw)
+        assert "real output" == entries[0].message
+
+    def test_tool_result_content_as_list(self) -> None:
+        content = [{"type": "tool_result", "content": [{"text": "a"}, {"text": "b"}]}]
+        entries = parse_user_entry(0.0, {"content": content}, {})
+        assert "a b" == entries[0].message
+
+    def test_non_dict_message_returns_empty(self) -> None:
+        assert [] == parse_user_entry(0.0, "not a dict", {})
+
+    def test_tool_result_message_truncated_at_2000(self) -> None:
+        content = [{"type": "tool_result", "content": "x" * 3000}]
+        entries = parse_user_entry(0.0, {"content": content}, {})
+        assert 2000 == len(entries[0].message)
+
+    def test_tool_use_result_non_dict_ignored(self) -> None:
+        content = [{"type": "tool_result", "content": "ok", "is_error": True}]
+        raw: dict[str, Any] = {"toolUseResult": "not a dict"}
+        entries = parse_user_entry(0.0, {"content": content}, raw)
+        assert 1 == len(entries)
+
+
+class TestParseAssistantEntry:
+    def test_non_dict_message_returns_empty(self) -> None:
+        assert [] == parse_assistant_entry(0.0, "not a dict")
+
+    def test_string_content(self) -> None:
+        entries = parse_assistant_entry(0.0, {"content": "hello"})
+        assert 1 == len(entries)
+        assert "hello" == entries[0].message
+
+    def test_empty_content(self) -> None:
+        assert [] == parse_assistant_entry(0.0, {"content": ""})
+        assert [] == parse_assistant_entry(0.0, {"content": []})
+
+    def test_non_dict_blocks_skipped(self) -> None:
+        entries = parse_assistant_entry(0.0, {"content": ["not a dict"]})
+        assert [] == entries
+
+    def test_mixed_content(self) -> None:
+        content = [
+            {"type": "text", "text": "thinking about it"},
+            {"type": "tool_use", "name": "Bash", "input": {"command": "ls"}},
+            {"type": "thinking"},
+        ]
+        entries = parse_assistant_entry(0.0, {"content": content})
+        assert 3 == len(entries)
+        assert "assistant" == entries[0].level
+        assert "tool_call" == entries[1].level
+        assert "(thinking)" == entries[2].message
+
+
+# ---------------------------------------------------------------------------
+# parse_transcript
+# ---------------------------------------------------------------------------
+
+
+class TestParseTranscript:
+    def test_parses_jsonl(self, tmp_path: Path) -> None:
+        lines = [
+            json.dumps({"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "hi"}}),
+            json.dumps(
+                {
+                    "type": "assistant",
+                    "timestamp": "2024-01-01T00:00:01Z",
+                    "message": {"content": [{"type": "text", "text": "hello"}]},
+                }
+            ),
+        ]
+        path = tmp_path / "session.jsonl"
+        path.write_text("\n".join(lines))
+        entries = parse_transcript(path)
+        assert 2 == len(entries)
+        assert "user" == entries[0].source
+        assert "claude" == entries[1].source
+
+    def test_skips_blank_lines(self, tmp_path: Path) -> None:
+        lines = [
+            json.dumps({"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "hi"}}),
+            "",
+            "   ",
+            json.dumps(
+                {
+                    "type": "assistant",
+                    "timestamp": "2024-01-01T00:00:01Z",
+                    "message": {"content": [{"type": "text", "text": "ok"}]},
+                }
+            ),
+        ]
+        path = tmp_path / "session.jsonl"
+        path.write_text("\n".join(lines))
+        assert 2 == len(parse_transcript(path))
+
+    def test_skips_invalid_json(self, tmp_path: Path) -> None:
+        path = tmp_path / "session.jsonl"
+        path.write_text("not json\n{bad json}\n")
+        assert [] == parse_transcript(path)
+
+    def test_empty_file(self, tmp_path: Path) -> None:
+        path = tmp_path / "session.jsonl"
+        path.write_text("")
+        assert [] == parse_transcript(path)
+
+
+# ---------------------------------------------------------------------------
+# parse_transcript_tail
+# ---------------------------------------------------------------------------
+
+
+class TestParseTranscriptTail:
+    def test_reads_from_offset(self, tmp_path: Path) -> None:
+        line1 = json.dumps({"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "first"}})
+        line2 = json.dumps({"type": "user", "timestamp": "2024-01-01T00:01:00Z", "message": {"content": "second"}})
+        path = tmp_path / "session.jsonl"
+        path.write_text(line1 + "\n")
+        offset = path.stat().st_size
+
+        with path.open("a") as f:
+            f.write(line2 + "\n")
+
+        entries, new_offset = parse_transcript_tail(path, offset)
+        assert 1 == len(entries)
+        assert "second" == entries[0].message
+        assert new_offset > offset
+
+    def test_offset_zero_reads_full_file(self, tmp_path: Path) -> None:
+        line = json.dumps({"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "hi"}})
+        path = tmp_path / "session.jsonl"
+        path.write_text(line + "\n")
+        entries, offset = parse_transcript_tail(path, 0)
+        assert 1 == len(entries)
+        assert offset == path.stat().st_size
+
+    def test_no_new_data_returns_empty(self, tmp_path: Path) -> None:
+        line = json.dumps({"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "hi"}})
+        path = tmp_path / "session.jsonl"
+        path.write_text(line + "\n")
+        offset = path.stat().st_size
+        entries, new_offset = parse_transcript_tail(path, offset)
+        assert [] == entries
+        assert new_offset == offset
+
+    def test_skips_invalid_json_in_tail(self, tmp_path: Path) -> None:
+        path = tmp_path / "session.jsonl"
+        path.write_text("")
+        offset = 0
+        with path.open("a") as f:
+            f.write("bad json\n")
+            f.write(
+                json.dumps({"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "ok"}}) + "\n"
+            )
+        entries, _ = parse_transcript_tail(path, offset)
+        assert 1 == len(entries)
+        assert "ok" == entries[0].message
+
+    def test_multiple_appends(self, tmp_path: Path) -> None:
+        path = tmp_path / "session.jsonl"
+        path.write_text("")
+        offset = 0
+
+        for i in range(3):
+            with path.open("a") as f:
+                f.write(
+                    json.dumps(
+                        {"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": f"msg-{i}"}}
+                    )
+                    + "\n"
+                )
+            entries, offset = parse_transcript_tail(path, offset)
+            assert 1 == len(entries)
+            assert f"msg-{i}" == entries[0].message
+
+
+# ---------------------------------------------------------------------------
+# decode_project_name
+# ---------------------------------------------------------------------------
+
+
+class TestDecodeProjectName:
+    def test_encoded_path(self) -> None:
+        assert "work/myproject" == decode_project_name("-Users-kevin-Desktop-work-myproject")
+
+    def test_filters_common_parts(self) -> None:
+        result = decode_project_name("-Users-private-tmp-")
+        assert result == "-Users-private-tmp-"
+
+    def test_simple_name_passthrough(self) -> None:
+        assert "myproject" == decode_project_name("myproject")
+
+    def test_short_meaningful_parts(self) -> None:
+        assert "kevin/myproject" == decode_project_name("-Users-kevin-myproject")
+
+
+# ---------------------------------------------------------------------------
+# quick_session_info
+# ---------------------------------------------------------------------------
+
+
+class TestQuickSessionInfo:
+    def write_transcript(self, path: Path, entries: list[dict[str, Any]]) -> None:
+        path.write_text("\n".join(json.dumps(e) for e in entries))
+
+    def test_basic_session(self, tmp_path: Path) -> None:
+        path = tmp_path / "abc123.jsonl"
+        self.write_transcript(
+            path,
+            [
+                {
+                    "type": "user",
+                    "timestamp": "2024-01-01T00:00:00Z",
+                    "message": {"content": "help me debug this"},
+                    "cwd": "/home/user/projects/myapp",
+                },
+                {
+                    "type": "assistant",
+                    "timestamp": "2024-01-01T00:05:00Z",
+                    "message": {"content": [{"type": "text", "text": "sure"}]},
+                },
+            ],
+        )
+        info = quick_session_info(path, "abc123", "encoded-project", "myproject")
+        assert info is not None
+        assert "abc123" == info.session_id
+        assert "help me debug this" == info.first_prompt
+        assert 1 == info.message_count
+        assert "projects/myapp" == info.project_name
+
+    def test_skips_tool_results_for_first_prompt(self, tmp_path: Path) -> None:
+        path = tmp_path / "abc123.jsonl"
+        self.write_transcript(
+            path,
+            [
+                {
+                    "type": "user",
+                    "timestamp": "2024-01-01T00:00:00Z",
+                    "message": {"content": [{"type": "tool_result", "content": "output"}]},
+                },
+                {
+                    "type": "user",
+                    "timestamp": "2024-01-01T00:01:00Z",
+                    "message": {"content": "real prompt"},
+                },
+            ],
+        )
+        info = quick_session_info(path, "abc123", "enc", "proj")
+        assert info is not None
+        assert "real prompt" == info.first_prompt
+
+    def test_returns_none_for_empty_file(self, tmp_path: Path) -> None:
+        path = tmp_path / "empty.jsonl"
+        path.write_text("")
+        assert quick_session_info(path, "empty", "enc", "proj") is None
+
+    def test_returns_none_for_missing_file(self, tmp_path: Path) -> None:
+        path = tmp_path / "missing.jsonl"
+        assert quick_session_info(path, "missing", "enc", "proj") is None
+
+    def test_first_prompt_truncated_at_120(self, tmp_path: Path) -> None:
+        path = tmp_path / "abc.jsonl"
+        self.write_transcript(
+            path,
+            [{"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "x" * 200}}],
+        )
+        info = quick_session_info(path, "abc", "enc", "proj")
+        assert info is not None
+        assert 120 == len(info.first_prompt)
+
+    def test_uses_mtime_for_finished_at(self, tmp_path: Path) -> None:
+        path = tmp_path / "abc.jsonl"
+        self.write_transcript(
+            path,
+            [{"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "hi"}}],
+        )
+        info = quick_session_info(path, "abc", "enc", "proj")
+        assert info is not None
+        assert info.finished_at is not None
+        assert info.finished_at >= info.started_at
+
+    def test_cwd_used_for_display_name(self, tmp_path: Path) -> None:
+        path = tmp_path / "abc.jsonl"
+        self.write_transcript(
+            path,
+            [
+                {
+                    "type": "user",
+                    "timestamp": "2024-01-01T00:00:00Z",
+                    "message": {"content": "hi"},
+                    "cwd": "/Users/kevin/Desktop/work/myapp",
+                },
+            ],
+        )
+        info = quick_session_info(path, "abc", "enc", "proj")
+        assert info is not None
+        assert "work/myapp" == info.project_name
+
+
+# ---------------------------------------------------------------------------
+# scan_sessions
+# ---------------------------------------------------------------------------
+
+
+class TestScanSessions:
+    def test_empty_dir(self, tmp_path: Path) -> None:
+        assert [] == scan_sessions(tmp_path)
+
+    def test_nonexistent_dir(self, tmp_path: Path) -> None:
+        assert [] == scan_sessions(tmp_path / "nonexistent")
+
+    def test_finds_sessions(self, tmp_path: Path) -> None:
+        project_dir = tmp_path / "encoded-project"
+        project_dir.mkdir()
+        transcript = project_dir / "sess-123.jsonl"
+        transcript.write_text(
+            json.dumps({"type": "user", "timestamp": "2024-01-01T00:00:00Z", "message": {"content": "hi"}})
+        )
+        sessions = scan_sessions(tmp_path)
+        assert 1 == len(sessions)
+        assert "sess-123" == sessions[0].session_id
+
+    def test_sorted_by_started_at_descending(self, tmp_path: Path) -> None:
+        project_dir = tmp_path / "proj"
+        project_dir.mkdir()
+        for i, ts in enumerate(["2024-01-01T00:00:00Z", "2024-06-01T00:00:00Z", "2024-03-01T00:00:00Z"]):
+            path = project_dir / f"sess-{i}.jsonl"
+            path.write_text(json.dumps({"type": "user", "timestamp": ts, "message": {"content": "hi"}}))
+        sessions = scan_sessions(tmp_path)
+        assert 3 == len(sessions)
+        assert sessions[0].started_at >= sessions[1].started_at >= sessions[2].started_at
+
+    def test_skips_non_directory_entries(self, tmp_path: Path) -> None:
+        (tmp_path / "not_a_dir.txt").write_text("hello")
+        assert [] == scan_sessions(tmp_path)

packages/blackbox/tests/test_watcher.py

@@ -0,0 +1,169 @@
+from __future__ import annotations
+
+import time
+from pathlib import Path
+from unittest.mock import MagicMock
+
+from blackbox.dashboard.watcher import LIVE_THRESHOLD_S, SessionWatcher
+
+
+class TestSessionWatcherLiveIds:
+    def test_empty_initially(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        assert set() == w.live_session_ids()
+
+    def test_recent_modification_is_live(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        event = MagicMock()
+        event.is_directory = False
+        event.src_path = str(tmp_path / "abc123.jsonl")
+        w.on_modified(event)
+        assert {"abc123"} == w.live_session_ids()
+
+    def test_old_modification_expires(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        with w._lock:
+            w._last_modified["old-session"] = time.time() - LIVE_THRESHOLD_S - 10
+        assert set() == w.live_session_ids()
+
+    def test_non_jsonl_ignored(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        event = MagicMock()
+        event.is_directory = False
+        event.src_path = str(tmp_path / "notes.txt")
+        w.on_modified(event)
+        assert set() == w.live_session_ids()
+
+    def test_directory_events_ignored(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        event = MagicMock()
+        event.is_directory = True
+        event.src_path = str(tmp_path / "somedir")
+        w.on_modified(event)
+        assert set() == w.live_session_ids()
+
+    def test_on_created_delegates_to_on_modified(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        event = MagicMock()
+        event.is_directory = False
+        event.src_path = str(tmp_path / "new-session.jsonl")
+        w.on_created(event)
+        assert {"new-session"} == w.live_session_ids()
+
+    def test_expired_entries_cleaned_up(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        with w._lock:
+            w._last_modified["expired"] = time.time() - LIVE_THRESHOLD_S - 100
+            w._last_modified["fresh"] = time.time()
+        live = w.live_session_ids()
+        assert {"fresh"} == live
+        with w._lock:
+            assert "expired" not in w._last_modified
+
+
+class TestSessionWatcherStartStop:
+    def test_start_without_directory_is_noop(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path / "nonexistent")
+        w.start()
+        assert w._observer is None
+
+    def test_stop_without_start_is_safe(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        w.stop()
+
+    def test_start_and_stop(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        w.start()
+        assert w._observer is not None
+        w.stop()
+        assert w._observer is None
+
+    def test_multiple_stops_safe(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        w.start()
+        w.stop()
+        w.stop()
+
+
+class TestSessionWatcherCache:
+    def test_get_sessions_calls_scan_on_first_call(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        sentinel: list[object] = []
+        result = w.get_sessions(lambda _: sentinel)
+        assert result is sentinel
+
+    def test_get_sessions_returns_cached_on_second_call(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        call_count = 0
+
+        def counting_scan(_: object) -> list[object]:
+            nonlocal call_count
+            call_count += 1
+            return []
+
+        w.get_sessions(counting_scan)
+        w.get_sessions(counting_scan)
+        assert 1 == call_count
+
+    def test_on_modified_invalidates_cache(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        call_count = 0
+
+        def counting_scan(_: object) -> list[object]:
+            nonlocal call_count
+            call_count += 1
+            return []
+
+        w.get_sessions(counting_scan)
+
+        event = MagicMock()
+        event.is_directory = False
+        event.src_path = str(tmp_path / "sess.jsonl")
+        w.on_modified(event)
+
+        w.get_sessions(counting_scan)
+        assert 2 == call_count
+
+    def test_on_created_invalidates_cache(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        w.get_sessions(lambda _: [])
+
+        event = MagicMock()
+        event.is_directory = False
+        event.src_path = str(tmp_path / "new.jsonl")
+        w.on_created(event)
+
+        assert w._cached_sessions is None
+
+    def test_on_deleted_invalidates_cache(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        w.get_sessions(lambda _: [])
+
+        event = MagicMock()
+        event.is_directory = False
+        event.src_path = str(tmp_path / "removed.jsonl")
+        w.on_deleted(event)
+
+        assert w._cached_sessions is None
+
+    def test_on_deleted_ignores_non_jsonl(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        w.get_sessions(lambda _: [])
+
+        event = MagicMock()
+        event.is_directory = False
+        event.src_path = str(tmp_path / "notes.txt")
+        w.on_deleted(event)
+
+        assert w._cached_sessions is not None
+
+    def test_on_deleted_ignores_directories(self, tmp_path: Path) -> None:
+        w = SessionWatcher(tmp_path)
+        w.get_sessions(lambda _: [])
+
+        event = MagicMock()
+        event.is_directory = True
+        event.src_path = str(tmp_path / "somedir")
+        w.on_deleted(event)
+
+        assert w._cached_sessions is not None

pyproject.toml

@@ -48,6 +48,9 @@ codeflash-python = { workspace = true }
 codeflash-service = { workspace = true }
 attrs = { url = "https://github.com/KRRT7/attrs/releases/download/26.1.0.post1/attrs-26.1.0.post1-py3-none-any.whl" }
 
+[tool.ty.environment]
+python-version = "3.12"
+
 [tool.ruff]
 src = [
     "packages/codeflash-api/src",

uv.lock

@@ -18,6 +18,7 @@ resolution-markers = [
 
 [manifest]
 members = [
+    "blackbox",
     "codeflash-api",
     "codeflash-ci-audit",
     "codeflash-core",
@@ -298,6 +299,57 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8e/0d/52d98722666d6fc6c3dd4c76df339501d6efd40e0ff95e6186a7b7f0befd/black-26.3.1-py3-none-any.whl", hash = "sha256:2bd5aa94fc267d38bb21a70d7410a89f1a1d318841855f698746f8e7f51acd1b", size = 207542, upload-time = "2026-03-12T03:36:01.668Z" },
 ]
 
+[[package]]
+name = "blackbox"
+version = "0.1.0"
+source = { editable = "packages/blackbox" }
+dependencies = [
+    { name = "attrs" },
+    { name = "danom" },
+    { name = "fastapi", extra = ["standard"] },
+    { name = "jinja2" },
+    { name = "sse-starlette" },
+    { name = "uvicorn" },
+    { name = "watchdog" },
+]
+
+[package.dev-dependencies]
+dev = [
+    { name = "interrogate" },
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+    { name = "pytest-cov" },
+    { name = "pytest-playwright" },
+    { name = "ruff" },
+    { name = "ty" },
+]
+typing = [
+    { name = "mypy" },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "attrs", url = "https://github.com/KRRT7/attrs/releases/download/26.1.0.post1/attrs-26.1.0.post1-py3-none-any.whl" },
+    { name = "danom", git = "https://github.com/KRRT7/danom.git?branch=feat%2Fadd-py-typed" },
+    { name = "fastapi", extras = ["standard"], specifier = ">=0.115.0" },
+    { name = "jinja2", specifier = ">=3.1.0" },
+    { name = "sse-starlette", specifier = ">=2.0.0" },
+    { name = "uvicorn", specifier = ">=0.30.0" },
+    { name = "watchdog", specifier = ">=4.0.0" },
+]
+
+[package.metadata.requires-dev]
+dev = [
+    { name = "interrogate", specifier = ">=1.7.0" },
+    { name = "pytest", specifier = ">=9.0.3" },
+    { name = "pytest-asyncio", specifier = ">=1.3.0" },
+    { name = "pytest-cov", specifier = ">=6.2.1" },
+    { name = "pytest-playwright", specifier = ">=0.7.2" },
+    { name = "ruff", specifier = ">=0.15.12" },
+    { name = "ty", specifier = ">=0.0.33" },
+]
+typing = [{ name = "mypy", specifier = ">=1.20.2" }]
+
 [[package]]
 name = "blinker"
 version = "1.9.0"
@@ -596,7 +648,7 @@ requires-dist = [{ name = "codeflash-core", editable = "packages/codeflash-core"
 
 [[package]]
 name = "codeflash-python"
-version = "0.1.0"
+version = "0.1.1.dev0"
 source = { editable = "packages/codeflash-python" }
 dependencies = [
     { name = "codeflash-core" },
@@ -1008,6 +1060,14 @@ nvtx = [
     { name = "nvidia-nvtx", marker = "sys_platform == 'linux'" },
 ]
 
+[[package]]
+name = "danom"
+version = "0.13.1"
+source = { git = "https://github.com/KRRT7/danom.git?branch=feat%2Fadd-py-typed#2525ecf139c65645c869f7f1d11a2c62b15b5459" }
+dependencies = [
+    { name = "attrs" },
+]
+
 [[package]]
 name = "dash"
 version = "4.1.0"
@@ -1051,6 +1111,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" },
 ]
 
+[[package]]
+name = "dnspython"
+version = "2.8.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/8c/8b/57666417c0f90f08bcafa776861060426765fdb422eb10212086fb811d26/dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f", size = 368251, upload-time = "2025-09-07T18:58:00.022Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af", size = 331094, upload-time = "2025-09-07T18:57:58.071Z" },
+]
+
 [[package]]
 name = "docker"
 version = "7.1.0"
@@ -1074,6 +1143,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a7/5f/ed01f9a3cdffbd5a008556fc7b2a08ddb1cc6ace7effa7340604b1d16699/docstring_parser-0.18.0-py3-none-any.whl", hash = "sha256:b3fcbed555c47d8479be0796ef7e19c2670d428d72e96da63f3a40122860374b", size = 22484, upload-time = "2026-04-14T04:09:18.638Z" },
 ]
 
+[[package]]
+name = "email-validator"
+version = "2.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "dnspython" },
+    { name = "idna" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f5/22/900cb125c76b7aaa450ce02fd727f452243f2e91a61af068b40adba60ea9/email_validator-2.3.0.tar.gz", hash = "sha256:9fc05c37f2f6cf439ff414f8fc46d917929974a82244c20eb10231ba60c54426", size = 51238, upload-time = "2025-08-26T13:09:06.831Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl", hash = "sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4", size = 35604, upload-time = "2025-08-26T13:09:05.858Z" },
+]
+
 [[package]]
 name = "fastapi"
 version = "0.136.0"
@@ -1090,6 +1172,130 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/26/a3/0bd5f0cdb0bbc92650e8dc457e9250358411ee5d1b65e42b6632387daf81/fastapi-0.136.0-py3-none-any.whl", hash = "sha256:8793d44ec7378e2be07f8a013cf7f7aa47d6327d0dfe9804862688ec4541a6b4", size = 117556, upload-time = "2026-04-16T11:47:11.922Z" },
 ]
 
+[package.optional-dependencies]
+standard = [
+    { name = "email-validator" },
+    { name = "fastapi-cli", extra = ["standard"] },
+    { name = "fastar" },
+    { name = "httpx" },
+    { name = "jinja2" },
+    { name = "pydantic-extra-types" },
+    { name = "pydantic-settings" },
+    { name = "python-multipart" },
+    { name = "uvicorn", extra = ["standard"] },
+]
+
+[[package]]
+name = "fastapi-cli"
+version = "0.0.24"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "rich-toolkit" },
+    { name = "typer" },
+    { name = "uvicorn", extra = ["standard"] },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/6e/58/74797ae9e4610cfa0c6b34c8309096d3b20bb29be3b8b5fbf1004d10fa5f/fastapi_cli-0.0.24.tar.gz", hash = "sha256:1afc9c9e21d7ebc8a3ca5e31790cd8d837742be7e4f8b9236e99cb3451f0de00", size = 19043, upload-time = "2026-02-24T10:45:10.476Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c7/4b/68f9fe268e535d79c76910519530026a4f994ce07189ac0dded45c6af825/fastapi_cli-0.0.24-py3-none-any.whl", hash = "sha256:4a1f78ed798f106b4fee85ca93b85d8fe33c0a3570f775964d37edb80b8f0edc", size = 12304, upload-time = "2026-02-24T10:45:09.552Z" },
+]
+
+[package.optional-dependencies]
+standard = [
+    { name = "fastapi-cloud-cli" },
+    { name = "uvicorn", extra = ["standard"] },
+]
+
+[[package]]
+name = "fastapi-cloud-cli"
+version = "0.17.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "fastar" },
+    { name = "httpx" },
+    { name = "pydantic", extra = ["email"] },
+    { name = "rich-toolkit" },
+    { name = "rignore" },
+    { name = "sentry-sdk" },
+    { name = "typer" },
+    { name = "uvicorn", extra = ["standard"] },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/96/57/cee8e91b83f39e75ae5562a2237261442a8179dcb3b631c7398113157398/fastapi_cloud_cli-0.17.1.tar.gz", hash = "sha256:0baece208fa88063bec46dccb5fb512f3199162092165e57654b44e64adbc44d", size = 47409, upload-time = "2026-04-27T13:38:07.094Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e7/a0/e252b68cf155409afabea037ab2971f41509481838847f6503fe890884ea/fastapi_cloud_cli-0.17.1-py3-none-any.whl", hash = "sha256:325e0199bdac7cb86f5df4f4a1d2070054095588088ef7b923a60cec458dcd63", size = 34046, upload-time = "2026-04-27T13:38:08.319Z" },
+]
+
+[[package]]
+name = "fastar"
+version = "0.11.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/03/0f/0aeb3fc50046617702acc0078b277b58367fd62eb727b9ec733ae0e8bbcc/fastar-0.11.0.tar.gz", hash = "sha256:aa7f100f7313c03fdb20f1385927ba95671071ba308ad0c1763fef295e1895ce", size = 70238, upload-time = "2026-04-13T17:11:17.143Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0f/06/a5773706afc8bd496769786590bbc56d2d0ee419a299cc12ea3f5717fcf3/fastar-0.11.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:3c51f1c2cdddbd1420d2897ace7738e36c65e17f6ae84e0bfe763f8d1068bb97", size = 708394, upload-time = "2026-04-13T17:09:57.269Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/a6/d5e2a4e48495616440a21eed07558219ca90243ad00b0502586f95bd4833/fastar-0.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0d9d6b052baf5380baea866675dab6ccd04ec2460d12b1c46f10ce3f4ee6a820", size = 628417, upload-time = "2026-04-13T17:09:42.145Z" },
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 version = "1.1.1"