vanducng/skills · skills/rule-miner/SKILL.md

rule-miner skillA

rule-miner is agent-read markdown (skill) from vanducng/skills: Mine your Claude Code sessions and code-review history for the corrections you keep repeating, cluster them, adversarially verify each candidate, and distill the survivors into CLAUDE.md rules - or check that existing rules still hold. Uses a dynamic Workflow harness with one verifier per rule to avoid false positives. Use when the user says 'mine my sessions for rules', 'what corrections do I keep making', 'turn my repeated feedback into CLAUDE.md rules', 'audit my CLAUDE.md rules', or 'why doe.

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 vanducng/skills/rule-miner@v0.1.0
Exact content
mdr add vanducng/skills/rule-miner@sha256:9eba714b469e4060

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_z3iig2ryd7owkrlg.svg)](https://markdownregistry.com/a/art_z3iig2ryd7owkrlg)

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Versions

versioncommittedcommitsizeaudit
v0.1.0 latest2026-07-24 51405ee 9,156 BA view · diff
v0.1.02026-06-04 b0be972 9,206 BA view · diff
v0.1.02026-06-03 d1a0bb7 8,782 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 (9156 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

vanducng/skills · 8 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_z3iig2ryd7owkrlg
GET https://markdownregistry.com/api/v1/resolve?ref=vanducng/skills/rule-miner
GET https://markdownregistry.com/api/v1/blob/9eba714b469e40604f49a013064ebcb92208cd50f6bc02630d23a05c77b0e858

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