mcpbeat

M0 Remember

coco-research/m0-remember

Write one entry to the M0 operational thread so the next session, in this tool or any other, can continue the work. Records a completed step, a decision, a verification result, or a dispatched lane. Idempotent and local-only. Triggers on: 'remember this', 'm0 remember', 'save to memory', 'log this decision', 'record what we did', 'note for next session', 'write a checkpoint'.

1k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
196
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/coco-research/coco --skill m0-remember

The instruction itself

6 sections, as written by the author

/m0-remember — Write to the Operational Thread

The write path for M0. One call appends one entry to the shared thread for a

project. Writing the same content twice creates one row, so this is safe to call

after every step and safe to retry.

Quick Reference

M0="${M0_BASE_URL:-http://127.0.0.1:8787}"
M0S="$HOME/.claude/skills/m0/scripts"

# Over HTTP
curl -s -X POST "$M0/api/brain/checkpoint" \
  -H 'Content-Type: application/json' \
  -d '{"project":"acme-web","kind":"step_done",
       "text":"Fixed the token refresh race in the auth middleware.",
       "next_step":"Add a regression test for two concurrent refreshes.",
       "last_verified":"pytest tests/auth -q: 31 passed",
       "source_tool":"claude-code","meta_json":{"pr":42}}'
# {"id":"9a71de71…","ts":"2026-08-01T13:31:26.536Z","ok":true,"deferred":false}

# Without a server (same store, same guarantees)
python3 "$M0S/m0_server.py" write \
  --project acme-web --kind step_done \
  --text "Fixed the token refresh race in the auth middleware." \
  --next-step "Add a regression test for two concurrent refreshes." \
  --last-verified "pytest tests/auth -q: 31 passed" \
  --source-tool claude-code --meta '{"pr":42}'

If the MCP tools are wired (/m0 mcp), call m0_remember directly instead — same

endpoint, fewer moving parts, and meta takes a real JSON object.

Fields

| Field | Required | What to put in it |

|-------|----------|-------------------|

| project | yes | The project key. Use one stable value per project — the repository or directory name is the usual choice. Getting this wrong splits the thread. |

| text | yes | What happened, in one or two plain sentences. Written for a reader with no other context. |

| kind | no | Defaults to step_done. See the table below. |

| next_step | no | The single next action. Concrete enough to act on without re-deriving it. |

| last_verified | no | What was actually checked, and how. A command and its result, not an impression. |

| meta_json | no | Structured metadata as a JSON object, e.g. {"pr":42,"tests":"green"}. |

| session_id | no | Session identifier, when known. |

| source_tool | no | Which tool is writing. Fill it in — it is what makes the thread legible across tools. |

| branch, head_sha | no | Version-control position. Worth including whenever the entry is about code. |

Kinds:

| kind | Use it for |

|--------|-----------|

| step_done | A completed step, a fact, or a decision. The default. |

| compact_checkpoint | A session handoff — see /m0-handoff. |

| session_end | A session closing, usually from a hook. |

| lane_dispatched | Work handed to a subagent or parallel lane. |

| lane_result | The outcome of that work. |

| ambient_signal | Context observed rather than reported. |

An unknown kind is rejected with HTTP 400, deliberately: a typo would create a

category no reader looks in.

Procedure

  • Resolve the project key. Use $M0_PROJECT if set, otherwise the repository

or directory name. Reuse whatever earlier entries used — check with

/m0-recall if unsure. Do not invent a variant.

  • Write one entry per meaningful thing. A step that landed, a decision with

its reason, a verification result. Not a running commentary.

  • Include version-control context when the entry is about code:
   BRANCH="$(git rev-parse --abbrev-ref HEAD 2>/dev/null)"
   SHA="$(git rev-parse --short HEAD 2>/dev/null)"
  • Be honest in last_verified. Put the command and its actual result there.

If nothing was verified, leave it empty. A false verification claim in a

memory store outlives the session that made it and misleads every later reader.

  • Check the response. {"ok":true,"deferred":false} means it is durable.

"deferred":true means the store was busy and the entry is spooled to a

sidecar file — it is not lost and lands on the next drain or server start. Say

so rather than reporting a clean write.

Good and bad entries

text:          "Fixed the token refresh race in the auth middleware: the retry
                path double-incremented the nonce."
next_step:     "Add a regression test for two concurrent refreshes."
last_verified: "pytest tests/auth -q: 31 passed"
text:          "Made some progress on auth."          # nothing to act on
next_step:     "Continue."                            # not a next step
last_verified: "Tests should pass now."               # a claim, not a check

Notes

  • Idempotent. id is a SHA-256 of the content fields, ts excluded. Re-writing

identical content returns the identical response and leaves one row. Retry

freely.

  • Metadata is lenient. An object, a JSON string, or free text all work: a JSON

string is parsed and canonicalised, anything else is stored as {"note": "…"}.

It never rejects what it could have kept.

  • Local-only. SQLite on disk, loopback server, no outbound calls, no telemetry.
  • Reading back: /m0-recall. Handoffs: /m0-handoff. Plumbing: /m0.

How to use it

Copy the folder

Take coco-research/m0-remember from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.