zilliztech/memsearch · plugins/codex/skills/memory-to-skill/SKILL.md

memory-to-skill skillA

memory-to-skill is agent-read markdown (skill) from zilliztech/memsearch: Turn workflows from your MemSearch memory into reusable skills. Use when the user asks to make/create/extract/distill a skill from what they just did or from past work, review skill candidates, install a distilled skill, or 'turn this into a skill'. Manages MemSearch procedural-memory candidates under .memsearch/skill-candidates/, not the host agent's own skills system..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add zilliztech/memsearch/memory-to-skill@git:20260828.2ed1cb6
Exact content
mdr add zilliztech/memsearch/memory-to-skill@sha256:62b251b7e5a77106

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ul3xdca7vvbbnead.svg)](https://markdownregistry.com/a/art_ul3xdca7vvbbnead)

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Versions

versioncommittedcommitsizeaudit
git:20260828.2ed1cb6 latest2026-08-28 2ed1cb6 8,049 BA view · diff
git:20260720.226de8c2026-07-20 226de8c 8,054 BA view · diff
git:20260630.92a5fa92026-06-30 92a5fa9 7,656 BA view · diff
git:20260616.260816a2026-06-16 260816a 7,434 BA view · diff
git:20260616.b80e1872026-06-16 b80e187 6,469 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8049 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

GitHub

zilliztech/memsearch · 2,623 stars · license MIT · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ul3xdca7vvbbnead
GET https://markdownregistry.com/api/v1/resolve?ref=zilliztech/memsearch/memory-to-skill
GET https://markdownregistry.com/api/v1/blob/62b251b7e5a77106d63e484d1c8118503cbc5b40cf9f9e7950b4a3c171e10818

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.