Home / mubit-ai / plugins · integrations/claude-code/skills/recall/SKILL.md · GitHub

recall skillA

recall is agent-read markdown (skill) from mubit-ai/plugins: Search Mubit memory for lessons, rules, facts or past work; use when the injected memory is not enough..

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.

What the file says

Relevant memory was **already injected** at the top of this turn by the Mubit recall hook.
Read it before searching. Most of the time you do not need this skill.

When you do:

1. Issue **one** broad `mubit_recall` call. Not three narrow ones.
2. Read the evidence. If it answers the question, stop.
3. Only if the first call returned nothing usable, issue one reformulated call.

Never fan out into parallel searches across sub-topics. Mubit retrieval is hybrid
(semantic + lexical + recency + graph); one well-formed query beats four keyword slices at
a quarter of the latency. Two calls is the ceiling.

Cite what you use by its `reference_id`, and call `mubit_outcome` with those `entry_ids`
when recalled memory turns out to be right or wrong. That feedback is what makes the next
recall better.

## Writing the query

Query with the *question*, not with keywords. "Why does the drain hook retry twice on a
5xx" retrieves better than "drain retry 5xx", because the semantic half of the hybrid index
has something to match on and the lexical half still catches the identifiers. Include the
identifiers you already know — file names, symbol names, error strings — inside the
…

Read the whole file at its exact version.

How to install

Latest version
mdr add mubit-ai/plugins/recall@git:20260903.008c305
Exact content
mdr add mubit-ai/plugins/recall@sha256:4acdd2457c98f838

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_gxr7qslgqc2gzzwd.svg)](https://markdownregistry.com/a/art_gxr7qslgqc2gzzwd)

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Versions

versioncommittedcommitsizeaudit
git:20260903.008c305 latest2026-09-03 008c305 2,383 BA view · diff
git:20260815.59149842026-08-15 5914984 2,448 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 (2383 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

mubit-ai/plugins · 3 stars · license Apache-2.0 · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gxr7qslgqc2gzzwd
GET https://markdownregistry.com/api/v1/resolve?ref=mubit-ai/plugins/recall
GET https://markdownregistry.com/api/v1/blob/4acdd2457c98f838d041b80fcb77120110fe7bf8052235f5219716cf9e9c28ee

Your agent 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.

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Every file in mubit-ai/plugins

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