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docmancer — Shared Memory for Coding Agents

Gives Claude Code grounded, cited recall over the memory, rules and decisions that every coding agent on the machine has written, all stored locally.

Dev & CodingIntermediate★ 121⑂ 12AI score 9/10Last updated: Aug 13, 2026

What it does

  • Discovers the memory, instructions and project conventions that Claude Code, Codex, Cursor, Gemini and other agents scatter across your machine, and merges the durable parts into one human-readable Shared Memory tree.
  • docmancer ask returns grounded answers with citations; docmancer read <address> follows a stable citation to the full file and its current content hash.
  • Technical documentation stays a separate Library corpus searched with docmancer docs (local folders, doc URLs, GitHub repos).
  • Default profile runs on SQLite FTS5, sqlite-vec and bundled Model2Vec embeddings — no API keys, no daemon, offline at runtime. Network access only for explicit online doc fetches, external models, registry checks or Cloud.

Who it's for

  • Developers who switch between multiple AI coding tools and are tired of re-explaining project context.
  • Teams accumulating architecture decisions, deployment policies and coding conventions as durable memory.
  • Anyone who needs a strictly local-first knowledge workflow.

Examples

  1. docmancer ask "why did we pick Railway?" — a cited answer drawn from what your agents previously wrote.
  2. docmancer ask "remember that production releases require a smoke test" — prepares one complete-file memory proposal that only lands after explicit confirmation or --apply.
  3. docmancer docs add https://docs.example.com then docmancer docs query "how to authenticate" --expand — vendor docs searched from the local index.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/docmancer/docmancer/HEAD/SKILL.md

What I want: (describe your task here)

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↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the SKILL.m folder from the GitHub repo docmancer/docmancer into my ~/.claude/skills/docmancer/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

pipx install docmancer && docmancer setup

⚠ This is a third-party skill. Check the source repository before installing.

  1. Install pipx (or uv) and run pipx ensurepath.
  2. Install the tool: pipx install docmancer (uv users: uv tool install docmancer).
  3. Make it available in the current shell: export PATH="$(pipx environment --value PIPX_BIN_DIR):$PATH".
  4. Run docmancer setup — it discovers installed agents, indexes their memory, and installs the skill and recall hooks for you.
  5. Verify with docmancer status --check and docmancer doctor.
  6. Restart Claude Code, then try docmancer ask "what deployment decisions apply?".
  7. (Optional) For larger corpora: pipx install "docmancer[embeddings-heavy]", docmancer qdrant up, docmancer setup --profile scale.
View source on GitHub ↗License: MIT