Local-first engineering memory and large-scale polyglot graph search for Codex, Claude, Cursor, Copilot, and…
FAQ (answers come from our records)
How do I install it?
We did not find an install command for this repository (our install coverage is only about 4%). Check its README or releases page.
Who is it for?
We filed it under these tags: 开源项目. The tags come from the entry itself, not a taxonomy we imposed.
Who maintains it?
repository threadnote/threadnote;first catalogued 2026-10-10;last seen 2026-10-16。There is no official certification or quality rating here — we record sources and dates only.
Threadnote
以下摘录自该仓库的 README(片段) · 在 GitHub 读完整 README →
> Stop explaining the same codebase to every coding agent.
Threadnote 5 helps your next agent session pick up the decisions and unfinished work from the last one, with current
code evidence to check against. It works across catalog-supported agent surfaces
without making one chat history or vendor memory the source of truth.
Personal work stays local. Exact files in the current worktree remain authoritative. Only durable knowledge or
reusable artifacts—including verified procedures—that you explicitly review and publish cross into a Git-backed team
store.
**Website:** https://threadnote.io/
**Documentation:** https://threadnote.io/docs/
**Supported agents:** https://threadnote.io/agents/
**What’s new:** https://threadnote.io/whats-new/
The Threadnote 5 workflow
1. **Start with a Context Brief.** The installed agent guidance automatically loads a bounded set of relevant
decisions, active handoffs, compatible procedures, and current-code evidence with provenance, freshness, and
visible gaps.
2. **Verify the live code.** Use exact local files and Threadnote’s code graph for current relationships; historical
context never overrides the worktree.
3. **Review the Knowledge Delta.** At meaningful closeout, the agent writes a private handoff and proposes decisions,
constraints, verification, invalidated knowledge, and unresolved risks. Approve, edit, defer, or reject each
candidate.
4. **Share deliberately.** Publish approved knowledge directly or materialize a provider-neutral Git proposal for the
team’s normal review policy. Private handoffs and preferences stay local.
5. **Keep context healthy.** Review ownership and expiry, changed citations, contradictions, guidance drift, Context
Check findings, and local content-free value reports without silent deletion or publication.
Threadnote is a self-contained executable. The local and Git-team workflow needs no separately installed runtime,
Python service, database server, hosted organization account, or background daemon.
Quick start
Install on macOS or Linux:
On Windows PowerShell:
Then open the repository you want Threadnote to understand, choose a managed surface from the catalog, preview setup,
and apply the same plan:
Setup initializes the local core, repository seed, selected catalog integration and declared hooks, current code graph,
doctor checks, and a real source-backed Context Brief using its built-in repository-orientation task. Preview does not
write; interrupted apply is resumable; undo is also preview-first and removes only unchanged setup-owned artifacts.
Once your agent restarts, give it a normal engineering task. The installed instructions and skills make Context Brief
and closeout part of the agent's normal lifecycle, so you do not need a special Threadnote prompt. Ask “What can I do