khipumaq

Quechua: one who makes a khipu, the knotted-cord record. The name states the job: keep the record, so it can be read back.

khipumaq keeps every Claude Code and Codex session you have had — your words and the assistant's responses, not summaries — in one searchable store, and gives the instances that come after a tool to search it.

The problem

A coding agent starts every session without its past. What was decided last week, what you already explained, what a prior instance got wrong: all of it is in transcripts on disk, and none of it is reachable from inside a session. The agent asks you again, or guesses, or searches the filesystem and finds nothing. The information exists; the path to it does not. And Claude Code deletes transcripts after about 30 days, so the record does not even wait.

What it does

• Ingests Claude Code transcripts (including subagents and Cowork tasks) and Codex CLI rollouts into an ArangoDB collection: one episode per assistant turn, paired with the user turn before it, labelled by project, with the host, machine id, and source path it came from.
• Stays current without you: a SessionEnd hook for Claude Code and Codex ingests each session as it closes, and a daily sweep catches anything a hook missed. On WSL the sweep also reads the Windows side (Claude Code, Cowork, Codex on Windows) through /mnt/c.
• Serves it read-only over MCP: search (BM25 over both sides of the conversation, filterable by project and date, returning how many matched), recall (one whole episode), and describe (what the store holds). At start the server says one sentence about itself — how much it holds, how fresh it is, and when to reach for it — and says plainly when ingestion looks stale.

There is no write tool. Episodes come only from the transcripts, so an instance cannot edit the record of what it did.

Install

You need Python 3.14, uv, and an ArangoDB 3.12 server you control (a local container is fine) with a database and a user that can read and write it. khipumaq creates its collection and search view on first use.

1. Write ~/.config/khipumaq/db-config.ini (mode 0600):

   [database]
   host = 127.0.0.1
   port = 8529
   database = khipumaq
   user_name = khipumaq
   user_password = ...
   

   $KHIPUMAQ_CONFIG points elsewhere if you prefer. An optional [khipumaq] section with person = <your name> lets the server's sentence name you ("Before asking what happened…"); the default is "the user".

2. Wire this machine:

   uvx --python 3.14 khipumaq install
   uvx --python 3.14 khipumaq sweep      # first run ingests everything on disk
   

   install adds the Claude Code SessionEnd hook, the MCP server entry, the Codex hooks (and the trust Codex requires before running them), a daily systemd user timer for the sweep, and — on WSL — the MCP entry for Claude Code and Claude Desktop on Windows. khipumaq uninstall removes all of it and leaves the store alone.

3. Restart Claude Code. Run install on each machine whose sessions should land in the store; they can all point at one database.

Remote or hosted ArangoDB (ArangoDB Cloud, a server across a WAN) should work through the same config file but is not tested; pull requests welcome.

Privacy

The store holds your conversations in full. It lives where you put it and nowhere else: khipumaq sends nothing to any service but your database. Its operational event log (~/.local/state/llm-memory/events.jsonl) records identifiers, digests, and counts, never query text or episode content. Point it at a database on a network you trust.

Status

Pre-alpha, and used daily. Design notes and the record of how it got here are in docs/superpowers/specs/2026-09-01-khipumaq-design.md.

License

MIT. Contributions are accepted under the Developer Certificate of Origin; see CONTRIBUTING.md.