zilliztech/memsearch · plugins/openclaw/skills/memory-recall/SKILL.md

memory-recall skillA

memory-recall is agent-read markdown (skill) from zilliztech/memsearch: Search and recall relevant memories from past sessions via memsearch. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge -- especially questions like 'what did I decide about X', 'why did we do Y', or 'have I seen this before'. Also use when you see `[memsearch] Memory available` hints injected via SessionStart or UserPromptSubmit. Typical flow: search for 3-5 chunks, expand the most relevant, optional.

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-recall@git:20260529.d24ebb1
Exact content
mdr add zilliztech/memsearch/memory-recall@sha256:a47d29a961a2a78c

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_uydc22ypgz3mm7ax.svg)](https://markdownregistry.com/a/art_uydc22ypgz3mm7ax)

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Versions

versioncommittedcommitsizeaudit
git:20260529.d24ebb1 latest2026-05-29 d24ebb1 3,250 BA view · diff
git:20260416.7a4f84b2026-04-16 7a4f84b 3,251 BA view · diff
git:20260416.6de05ec2026-04-16 6de05ec 2,813 BA view · diff
git:20260331.f2cbc6b2026-03-31 f2cbc6b 2,296 BA view · diff
git:20260330.34572132026-03-30 3457213 2,046 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 (3250 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_uydc22ypgz3mm7ax
GET https://markdownregistry.com/api/v1/resolve?ref=zilliztech/memsearch/memory-recall
GET https://markdownregistry.com/api/v1/blob/a47d29a961a2a78cb1da8fa794a3fde7954e406c5e9d473e89b1a6b1852342f7

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