memesh SKILL.md skillA
memesh from pcircle-ai/memesh is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pcircle-ai/memesh/memesh@git:20261102.6ffb608Pins git:20261102.6ffb608 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pcircle-ai/memesh
- Path
skills/memesh/SKILL.md- Versions recorded
- 40
- Latest version
- git:20261102.6ffb608, committed Nov 2, 2026
- First version recorded
- Aug 31, 2026
- Size
- 30,127 bytes
- Repository stars
- 16
- License
- MIT
Use MeMesh to remember, recall, and manage AI knowledge across sessions, and to exchange task-focused messages with local agents. Triggers when the user asks to remember something, recall past decisions, forget outdated info, learn from mistakes, analyze work patterns, contact another agent, or handle a memesh_message or memesh_message_notice notification. Also triggers when the user asks "what do you remember", "where did we leave off", or wants to catch up on a project; when a session starts…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# MeMesh — AI Memory Management Persistent memory for AI agents. Load the saved project context at session start so decisions and relevant work history need less rediscovery; verify any handoff against current files and the user's request. ## How to Access (auto-detect) ``` 1. MCP tools available? (remember, recall, forget, learn in your tool list) → YES: use MCP tools directly (fastest, structured I/O) → NO: continue to step 2 2. CLI available? Run: memesh status → Works: use CLI commands below → "command not found": Run: npx @pcircle/memesh status → Works: use npx @pcircle/memesh <command> for all commands below ``` All examples below use CLI. MCP tools accept the same parameters as JSON objects. Over MCP, `remember`, `learn` and `recall` also take `project`: a project id, or `false` for a memory that belongs to no project. Omitted, the call uses the project the session is bound to (the client's workspace root, or `MEMESH_PROJECT_ROOT`); a call that needs a project and finds none is refused with `workspace_unavailable`. ## All 12 MCP tools | Tool | Purpose | |---|---| …
Read the whole file at its exact version.
How to install
mdr add pcircle-ai/memesh/memesh@sha256:ddba4b49790e7c31The line at the top of this page pins the label git:20261102.6ffb608, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_i25v7din5wpxy4id)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 40 versions of this file, between Aug 31, 2026 and Nov 2, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261102.6ffb608 latest | 2026-11-02 | 6ffb608 | 30,127 B | A | view · diff |
| git:20261101.57f02f8 | 2026-11-01 | 57f02f8 | 29,878 B | A | view · diff |
| git:20261101.f3ba3a2 | 2026-11-01 | f3ba3a2 | 28,717 B | A | view · diff |
| git:20261018.647f1ff | 2026-10-18 | 647f1ff | 28,369 B | A | view · diff |
| git:20261018.e1a3233 | 2026-10-18 | e1a3233 | 28,368 B | A | view · diff |
| git:20261018.8ee64bd | 2026-10-18 | 8ee64bd | 28,009 B | A | view · diff |
| git:20261006.05acbaa | 2026-10-06 | 05acbaa | 27,019 B | A | view · diff |
| git:20261005.4a6ca92 | 2026-10-05 | 4a6ca92 | 26,707 B | A | view · diff |
| git:20261005.7d0829f | 2026-10-05 | 7d0829f | 26,470 B | A | view · diff |
| git:20261005.1733efc | 2026-10-05 | 1733efc | 26,021 B | A | view · diff |
| git:20261005.c72cab9 | 2026-10-05 | c72cab9 | 25,854 B | A | view · diff |
| git:20261004.74b9da9 | 2026-10-04 | 74b9da9 | 25,745 B | A | view · diff |
| git:20260928.c6da01e | 2026-09-28 | c6da01e | 24,457 B | A | view · diff |
| git:20260928.f323e3d | 2026-09-28 | f323e3d | 23,593 B | A | view · diff |
| git:20260928.cc34a74 | 2026-09-28 | cc34a74 | 23,582 B | A | view · diff |
| git:20260928.9eefa34 | 2026-09-28 | 9eefa34 | 23,564 B | A | view · diff |
| git:20260927.8407559 | 2026-09-27 | 8407559 | 23,553 B | A | view · diff |
| git:20260927.de6143a | 2026-09-27 | de6143a | 23,595 B | A | view · diff |
| git:20260925.0f972ce | 2026-09-25 | 0f972ce | 23,234 B | A | view · diff |
| git:20260924.6aaf317 | 2026-09-24 | 6aaf317 | 22,696 B | A | view · diff |
| git:20260921.6688059 | 2026-09-21 | 6688059 | 21,850 B | A | view · diff |
| git:20260921.ade5319 | 2026-09-21 | ade5319 | 21,665 B | A | view · diff |
| git:20260921.fd9cdd0 | 2026-09-21 | fd9cdd0 | 21,453 B | A | view · diff |
| git:20260920.310bae1 | 2026-09-20 | 310bae1 | 21,331 B | A | view · diff |
| git:20260912.b81f87a | 2026-09-12 | b81f87a | 20,669 B | A | view · diff |
| git:20260912.2b4cdba | 2026-09-12 | 2b4cdba | 20,532 B | A | view · diff |
| git:20260912.d868cd8 | 2026-09-12 | d868cd8 | 20,479 B | A | view · diff |
| git:20260912.0b7afce | 2026-09-12 | 0b7afce | 20,428 B | A | view · diff |
| git:20260912.475822c | 2026-09-12 | 475822c | 20,238 B | A | view · diff |
| git:20260912.0100b9c | 2026-09-12 | 0100b9c | 19,225 B | A | view · diff |
| git:20260907.2e0f6b3 | 2026-09-07 | 2e0f6b3 | 19,172 B | A | view · diff |
| git:20260907.fe7161c | 2026-09-07 | fe7161c | 18,928 B | A | view · diff |
| git:20260907.d4abc1c | 2026-09-07 | d4abc1c | 18,513 B | A | view · diff |
| git:20260907.7ee7961 | 2026-09-07 | 7ee7961 | 18,244 B | A | view · diff |
| git:20260906.50bf239 | 2026-09-06 | 50bf239 | 18,099 B | A | view · diff |
| git:20260903.9ffcbc0 | 2026-09-03 | 9ffcbc0 | 17,731 B | A | view · diff |
| git:20260902.b37ab62 | 2026-09-02 | b37ab62 | 17,535 B | A | view · diff |
| git:20260901.0457e81 | 2026-09-01 | 0457e81 | 17,342 B | A | view · diff |
| git:20260901.978dbc7 | 2026-09-01 | 978dbc7 | 17,217 B | A | view · diff |
| git:20260831.abb0ae1 | 2026-08-31 | abb0ae1 | 16,352 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (30127 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
pcircle-ai/memesh · 16 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_i25v7din5wpxy4id GET https://markdownregistry.com/api/v1/resolve?ref=pcircle-ai/memesh/memesh GET https://markdownregistry.com/api/v1/blob/ddba4b49790e7c31c378ae55a013164cdbbf43a9d03c7d8eafd74a9f2fee8705
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.