docxology/template · .agents/skills/self-improvement-loops/SKILL.md

self-improvement-loops skillA

self-improvement-loops is agent-read markdown (skill) from docxology/template: This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops, meta-harnesses, self-improving harnesses that mine their own failures and propose bounded edits, evolutionary or population-based search over agent scaffolds, acceptance gates for self-modifying systems, and agentic context evolution where the mechanism that produces context is versioned and evolved. Route governance of a single autonomous loop (.

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 docxology/template/self-improvement-loops@git:20260713.397aa15
Exact content
mdr add docxology/template/self-improvement-loops@sha256:6999267207013a8d

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_kmukwxijq5xnthlr.svg)](https://markdownregistry.com/a/art_kmukwxijq5xnthlr)

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Versions

versioncommittedcommitsizeaudit
git:20260713.397aa15 latest2026-07-13 397aa15 22,244 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 (22244 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

docxology/template · 19 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kmukwxijq5xnthlr
GET https://markdownregistry.com/api/v1/resolve?ref=docxology/template/self-improvement-loops
GET https://markdownregistry.com/api/v1/blob/6999267207013a8daee32d43f7428944e3666cb879c797217f27ebd5e89a9d6e

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