naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/recall/SKILL.md

recall skillA

recall is agent-read markdown (skill) from naimkatiman/continuous-improvement: Enforces Law 1 (Research Before Executing) of the 7 Laws of AI Agent Discipline. Makes past sessions first-class research material by searching the observation log with BM25 ranking, so 'have I hit this before?' is answerable before re-deriving a fix or repeating a mistake..

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 naimkatiman/continuous-improvement/recall@git:20260602.aeb6415
Exact content
mdr add naimkatiman/continuous-improvement/recall@sha256:a0a3798d78342b1d

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_zsofylhs6ez4bwpc.svg)](https://markdownregistry.com/a/art_zsofylhs6ez4bwpc)

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Versions

versioncommittedcommitsizeaudit
git:20260602.aeb6415 latest2026-06-02 aeb6415 3,032 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 (3032 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

naimkatiman/continuous-improvement · 7 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zsofylhs6ez4bwpc
GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/recall
GET https://markdownregistry.com/api/v1/blob/a0a3798d78342b1d9ba72f252d9d2789fdadd9a2771ed283a53a6b663c8b02f1

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