Chamber

Cited Q&A over your own notes, plus drift detection when a cited source changes. Local-first CLI.

LLM Mart 1 views 3 listing impressions
Transport
Not stated
Package
—
Registry id
io.github.abm9111/chamber

No install snippet on purpose. A working MCP config is a command, its arguments and an environment block — the last two are where API keys live, so this catalogue never stores them and cannot publish them. Follow the link above for the authors' own instructions.

mcp

The check your AI agent runs on your notes. When Claude Code or any MCP host answers from your vault, chamber_check confirms the numbers, names and file names it quotes are really in the note it cites — and says so when they are not, or when the note changed since it was indexed. How it works.

You can also ask questions yourself and get answers that cite their sources, plus a daily check that tells you when a source has changed underneath a conclusion you already trusted.

Zero runtime dependencies. Everything is node:sqlite and files on your disk. No account, no cloud call unless you point it at one.

See it in two minutes

Requires Node 23.6+ — Chamber runs TypeScript directly, with no build step.

git clone <this repo> chamber && cd chamber
npm ci && node --experimental-strip-types src/cli.ts try

No config, no database, no model, no network. It builds a throwaway workspace, runs the real code paths against it, and deletes it (--keep to look around).

chamber try

That recording is scripted from assets/demo.tape rather than hand-captured, so it is regenerated when the output changes instead of quietly showing a version of Chamber that no longer exists. Everything below is the same command's actual output, trimmed:

$ chamber believe belief "Customers may return any purchase within 30 days of delivery."
  committed blf_ddcf4f3c9b2e81b8
  an unsourced assertion is not refused — it mints citation debt.

$ chamber debts
  dbt_18bd1c1171cdbfcb  [pending]

$ chamber pay-debt
  proposed 2 source(s), 2 pinned; best=0.694

$ chamber verify
  blf_ddcf4f3c9b2e81b8  2/2 pins verified

That is the ordinary state: a belief standing on evidence that still holds. Then someone edits the note it was built on — 30 days becomes 14 days:

$ chamber ingest ./notes
  ingested 2 file(s) as 4 passage(s)

$ chamber verify
  blf_ddcf4f3c9b2e81b8  1/2 pins verified
    hash_mismatch: refunds.md#p0

Nobody asked it to re-examine that belief. The conclusion did not change; the ground under it did, and the exit code is non-zero, so a scheduled job can act on it. That is the whole product.

Four more scenarios — a rolled-back ledger caught by an outside anchor, a sandbox that refuses rather than degrade, a hostile tool catalogue rejected — are in demos/, and run in CI so they cannot drift from the code.

A dictionary for the words above

Everything Chamber does is rows in one SQLite file. Each term in the transcripts names a table or a hash:

From the project's README.

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