session-knowledge

# session-knowledge [](https://github.com/nameforjt-afk/session-knowledge/actions/workflows/tests.yml)  [](LICENSE) **Claude Code's memory is scoped per project directory. Your history isn't.** Every session you've ever run is already on disk in `~/.claude/projects/**/*.jsonl` — every decision, every command that worked, every credential you pasted. But open a session in a different directory and none of it is reachable. You re-ask questions you already answered, and re-implement integrations you already wrote. This indexes all of it and hands Claude 13 MCP tools to search it. You just ask normally. > *What was the retry logic in that deploy script?* > *Which DATABASE_URL did I actually use for staging?* > *Before I write the Stripe integration — has anyone here already done payment auth?* Pure Python standard library. No third-party dependencies, no embeddings, no API calls, nothing leaves your machine. ```bash git clone https://github.com/nameforjt-afk/session-knowledge.git cd session-knowledge bash install.sh ``` Restart Claude Code. Done. --- ## ⚠️ Read this before installing The index lives in `~/.claude/session-index/` and **it contains plaintext credentials scraped from your sessions.** That is the precondition for "which key did I use here" to work at all. **Never commit that directory, never sync it to cloud storage, never send it to anyone.** This repo's `.gitignore` covers the default location, but if you relocate it that's on you. The full-text index itself is redacted: common credential shapes (API keys, Bearer tokens, JWTs, GitHub PATs, passwords inside connection strings) are replaced with `⟦SECRET:fingerprint⟧` before they are written. Plaintext lives only in `vault.db` at mode 0600, and only an explicit `creds get` returns it. The transcript and code indexes still contain sensitive local context even after redaction. The index directory is restricted to mode 0700; every generated SQLite database, WAL/SHM sidecar, and refresh log is restricted to mode 0600. Redaction is pattern matching, not magic. Custom-format secrets can slip through. `verify-redaction` spot-checks for leaks. --- ## What it actually solves Four things, in rough order of how often they save you: **1. "Have I already built this?"** — Search by *external service*, not by function name. `grep` only works if you already know the string to search for (you need to know it's `tenant_access_token` before you can grep for Feishu auth). Capability tags don't require that. **2. "How did we decide this?"** — The rationale is buried in thousands of past instructions. Full-text search over them, filterable to just your own instructions. **3. "How did that command go again?"** — Every Bash and MCP call, with arguments and results. Filter to only the ones that *failed*, to recall the traps. **4. "Which value does this key take?"** — Same variable name routinely has several real values (multiple apps, dev vs prod, two tables). It returns all candidates ranked, with the call site each came from, rather than silently picking one. --- ## Usage ### Day to day: nothing A hook refreshes the index incrementally on each Claude Code start (async, non-blocking, usually 1–2s). Ask questions normally; Claude reaches for the tools on its own. When an upgrade changes parsing, redaction, or tokenization, the next refresh performs one automatic full rebuild and then returns to incremental updates. Code parser and capability-rule upgrades likewise trigger one automatic full code-index rebuild, preventing unchanged source files from retaining stale symbols or tags. Deleting a transcript removes its searchable text, tool calls, metadata, and session-only credential observations on the next refresh. Credentials that still occur in another live transcript remain available. ### CLI ```bash python3 -m sessionmcp.cli index # incremental refresh python3 -m sessionmcp.cli stats # index health check python3 -m sessionmcp.cli search "deploy timeout" # full text (multi-word = AND) python3 -m sessionmcp.cli search "pricing" --kind user_instruction python3 -m sessionmcp.cli tool "docker build" # past commands and API calls python3 -m sessionmcp.cli tool "stripe" --errors # only the ones that failed python3 -m sessionmcp.cli timeline "that migration" # reconstruct how it unfolded python3 -m sessionmcp.cli synth "rate limiting" # cross-session material pack python3 -m sessionmcp.cli evolution "auth design" # how a decision changed over time python3 -m sessionmcp.cli code find --capability stripe # who implemented payment auth python3 -m sessionmcp.cli code find send_message # by symbol name python3 -m sessionmcp.cli code dup # duplicate-implementation report python3 -m sessionmcp.cli creds list # variable names only, never values python3 -m sessionmcp.cli creds get DATABASE_URL # all candidates, ranked python3 -m sessionmcp.cli creds get X --masked # masked form only python3 -m sessionmcp.cli verify-redaction # confirm no plaintext in the index ``` **Search is AND. More words means fewer hits.** Use the 2–3 words you would actually have typed back then, not a sentence. ### The fake-credential problem Not every "credential" in your history is real. Doc examples, error snippets, values someone made up mid-discussion — all get extracted, and they look exactly like the real thing. A fake in your candidate list is worse than no record at all: it looks perfectly plausible, so you use it. Blacklist it permanently: ```bash python3 -m sessionmcp.cli creds forget --fingerprint <fp> --reason "doc example" ``` Deleting alone does nothing — the index re-scans daily and the value comes right back. `forget` is delete **plus** blacklist. --- ## The 13 MCP tools | | | |---|---| | `search_sessions` | full-text search across every session | | `get_session` | page through one session's full transcript | | `list_sessions` | session metadata (title, project, date, turns) | | `get_timeline` | chronological reconstruction of one topic | | `synthesize_topic` | curated excerpts across sessions, for summarizing | | `track_evolution` | how a decision or standard changed, bucketed by month | | `find_tool_call` | past Bash/MCP calls with arguments; `errors_only` to recall traps | | `find_implementation` | existing code by symbol **or by external-service tag** | | `list_duplication` | what got implemented N times, and which "projects" are forks | | `list_credentials` | variable-name registry — never returns values | | `get_credential` | the actual values, all candidates ranked by trustworthiness | | `lookup_secret` | resolve a `⟦SECRET:fp⟧` fingerprint back to its variable name | | `index_stats` | coverage and freshness | --- ## How it works ``` ~/.claude/projects/**/*.jsonl transcripts Claude Code already writes ↓ single pass ┌────────┴────────┐ index side credential side redacted → FTS5 KEY=VALUE → vault.db (0600) ↓ ↓ index.db vault.db code.db full text credential symbols + registry capability tags ``` CJK search uses bigram pre-tokenization. FTS5's built-in trigram cannot match two-character Chinese words (measured: common two-char terms returned nothing), and `unicode61` doesn't segment CJK at all. So CJK text is expanded into adjacent character pairs at write time and the query is expanded the same way — exact matches work, still on the FTS5 index, BM25 ranking preserved. --- ## Configuration Most of it needs none. To tune, edit `sessionmcp/config.py`: | Setting | What it does | |---|---| | `CODE_CAPABILITY_PATTERNS` | **The one worth editing.** Service tags that drive "find existing implementations by service". Drop the ones you don't use, add yours | | `PRIVATE_TITLES` | Session titles to exclude from search and retrieval, exact match | | `_PRIVATE_KEYWORDS` | Heuristic for personal content; matching sessions are hidden from search and retrieval | | `CODE_PROJECT_*` | Which directories the code index scans (auto-derived by default) | ### Which directories get code-indexed Auto-derived: working directories with **≥2 sessions** in the last 45 days, top 30 by session count. Not hard-coding a list is deliberate — a hard-coded list goes stale silently as projects come and go, and is entirely wrong on a new machine. If you're new to Claude Code and every project has exactly one session, this derives an empty list and the code index scans nothing. Override: ```bash export SESSION_KNOWLEDGE_PROJECT_DIRS="~/proj-a:~/proj-b" ``` ### Claiming a canonical implementation `~/.claude/knowledge/canonical.json` lets you declare which file is the canonical implementation of a capability. The generator reads it and never overwrites it, so daily refreshes won't clobber your call. When the same logic shows up a third time, claiming one beats copying it a fourth. --- ## Uninstall ```bash bash uninstall.sh # remove MCP + hook, keep the index bash uninstall.sh --purge # remove the index too ``` --- ## Known limits - **Claude Code transcripts only** (`~/.claude/projects/**/*.jsonl`). Not Cursor, not Copilot. - **Redaction is pattern matching.** Common shapes are covered; custom formats can leak. Run `verify-redaction` periodically. - **Code index reads Python/JS/TS only** (`.py .js .ts .tsx .mjs .jsx`). Files changed during reading are skipped and the refresh reports failure so a later run can retry. This update triggers a one-time full code reindex to repair cached snapshots. - **JS/TS extraction is partial.** Regex misses some arrow functions and typed declarations. Fork suggestions use shared paths and line counts; compare source before archiving copies. - **First full index** of a few hundred sessions takes 1–3 minutes. Incremental after that is 1–2s. - **Python 3.10+**, with FTS5 compiled into the bundled sqlite3. The system Python on macOS sometimes lacks it — install from python.org or `brew install python`. [中文文档](README.zh-CN.md) ## Contributing and security See [CONTRIBUTING.md](CONTRIBUTING.md) before opening an issue or pull request. Never include real transcripts or credentials in public reports. Potential vulnerabilities should be reported privately according to [SECURITY.md](SECURITY.md). Release history is recorded in [CHANGELOG.md](CHANGELOG.md). ## License MIT — see [LICENSE](LICENSE).