# AI Agent Guidelines ## Project Overview Reads Slack messages from the local Chromium IndexedDB cache on disk. Slack's desktop app (Mac App Store) persists its entire Redux state as a single Blink-serialized blob. We decode it with `dfindexeddb` and extract messages, channels, members, etc. ## Project Structure ``` . ├── slack_cli/ # Python package (canonical source) │ ├── __init__.py │ └── __main__.py # CLI entry point ├── pyproject.toml # Python packaging metadata ├── flake.nix # Nix dev shell + package build ├── docs/ │ └── indexeddb-format.md # Full IndexedDB data format documentation └── scripts/ └── analyze_structure.py # Generates schema data for docs ``` ## Key Files - **`slack_cli/__main__.py`** — Canonical CLI source. Entry point is `main()`, exposed as the `slack-cli` console script. - **`pyproject.toml`** — Python packaging metadata. Declares `slack-cli` console script entry point and `dfindexeddb` dependency. - **`docs/indexeddb-format.md`** — Documents the on-disk format: LevelDB layer, IndexedDB databases, Blink value encoding, and the full Redux state schema with field-level detail. - **`scripts/analyze_structure.py`** — Introspects the live IndexedDB and dumps database/object-store/record-type info plus Redux state key schemas. Re-run this when the data format changes and update the docs accordingly. - **`flake.nix`** — Nix dev shell (python3.12, uv, snappy) + standalone package build. Packages pinned PyPI deps (python-snappy==0.6.1, zstd==1.5.5.1, dfindexeddb) inline. ## Dev Environment ```bash nix develop # Enter shell with python3.12, uv, snappy ./slack-cli.py # uv resolves deps automatically via inline metadata ``` Or without nix, ensure `python3.12`, `uv`, and `libsnappy` are available. ## Building ```bash nix build # Build standalone CLI to ./result/bin/slack-cli nix run # Build and run directly nix run . -- --help # Pass args ``` ## Dependencies All Python deps are declared inline in each script's `# /// script` metadata block. `uv` resolves and caches them automatically. The only dependency is: - **`dfindexeddb`** — Forensic parser for Chromium IndexedDB/LevelDB and Blink V8 serialized values. The nix flake provides **`snappy`** (the C library) because `python-snappy` needs it to compile its native extension. ## Important Rules 1. **Timeout for bash tool**: The `bash` tool MUST have a timeout specified. 2. **File writing**: Use the `write` / `edit` tools, not `cat` with heredocs. 3. **No PII in docs**: Documentation must contain **zero** identifying information — no real Slack IDs (user, channel, team, file, bot, group), names, emails, message content, or workspace names. Use anonymized placeholders like `U0XXXXXXXXX`, `C0XXXXXXXXX`, `T0XXXXXXXXX`, `"MyBot"`, etc. The analysis scripts read live data, but anything written to `docs/` must be scrubbed. ## Style ### Comment Style A logical block of code should have a Title Case comment above it: ```python # Build Channel Name Lookup channel_names = {} for cid, cdata in channels_store.items(): ... ```