air-gapped/skills · .claude/skills/skill-improver/SKILL.md

skill-improver skillA

skill-improver is agent-read markdown (skill) from air-gapped/skills: Autoresearch loop for Claude Code skills — greedy keep/discard hill climbing on a 10-dimension quality rubric, with blind subagent validation for self-scoring bias, plus a `freshen` mode that probes external references (release notes, docs, deprecation signals) and applies verified updates, plus a `trigger` mode that measures and tunes the skill's frontmatter description until it reliably fires when it should and stays silent when it shouldn't (60/40 train/test split, 7 runs/query, blinded test .

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 air-gapped/skills/skill-improver@git:20260915.2a6f599
Exact content
mdr add air-gapped/skills/skill-improver@sha256:c65f21845d74b798

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_ewpyd2zw6oxmva2m.svg)](https://markdownregistry.com/a/art_ewpyd2zw6oxmva2m)

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Versions

versioncommittedcommitsizeaudit
git:20260915.2a6f599 latest2026-09-15 2a6f599 31,402 BA view · diff
git:20260915.42df51f2026-09-15 42df51f 30,975 BA view · diff
git:20260915.3c235fb2026-09-15 3c235fb 30,778 BA view · diff
git:20260915.09d57542026-09-15 09d5754 30,779 BA view · diff
git:20260915.d8e1b322026-09-15 d8e1b32 38,696 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 (31402 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

air-gapped/skills · 5 stars · license MIT · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ewpyd2zw6oxmva2m
GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/skill-improver
GET https://markdownregistry.com/api/v1/blob/c65f21845d74b798cfe5be99da685706d9eafebccb3302008983bb8c3a8636ce