borghei/claude-skills · engineering/self-improving-agent/SKILL.md

self-improving-agent skillA

self-improving-agent is agent-read markdown (skill) from borghei/claude-skills: Patterns for AI agents that learn from their own execution, detect failure modes, and improve autonomously. Use when building agents that get better over time, managing auto- memory, or designing self-correcting feedback loops..

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 borghei/claude-skills/self-improving-agent@v2.1.0
Exact content
mdr add borghei/claude-skills/self-improving-agent@sha256:2bedb981a1849aa9

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_lmvgrclts64vmqxx.svg)](https://markdownregistry.com/a/art_lmvgrclts64vmqxx)

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Versions

versioncommittedcommitsizeaudit
v2.1.0 latest2026-06-22 65b93aa 8,418 BA view · diff
v2.1.02026-06-17 8980a67 7,723 BA view · diff
v2.0.02026-06-17 0c19211 22,302 BA view · diff
v2.0.02026-04-02 d83e68b 22,440 BA view · diff
v1.0.02026-03-30 6b5a5d8 20,656 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 (8418 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

borghei/claude-skills · 778 stars · license NOASSERTION · pushed 2026-08-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lmvgrclts64vmqxx
GET https://markdownregistry.com/api/v1/resolve?ref=borghei/claude-skills/self-improving-agent
GET https://markdownregistry.com/api/v1/blob/2bedb981a1849aa95193bb37ab6bdb7c02ed15017b78c62586f222a38a98b7ca

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