naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/skill-distillation/SKILL.md

skill-distillation skillA

skill-distillation is agent-read markdown (skill) from naimkatiman/continuous-improvement: Enforces Law 7 (Learn From Every Session) of the 7 Laws of AI Agent Discipline. Distills repeated successful tool sequences into reusable draft instincts, so a pattern that worked three times becomes a captured recipe instead of being re-derived from scratch every session..

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/skill-distillation@git:20260602.aeb6415
Exact content
mdr add naimkatiman/continuous-improvement/skill-distillation@sha256:859bc8cc49567dc8

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_3acjvcosmn2bkaex.svg)](https://markdownregistry.com/a/art_3acjvcosmn2bkaex)

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Versions

versioncommittedcommitsizeaudit
git:20260602.aeb6415 latest2026-06-02 aeb6415 3,701 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 (3701 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_3acjvcosmn2bkaex
GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/skill-distillation
GET https://markdownregistry.com/api/v1/blob/859bc8cc49567dc857e16b8591d3e0b56b3cc6540e1b53f1dba3d9482e45666d

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