boshu2/agentops · images/gemini/skills/pattern-mining/SKILL.md

pattern-mining skillA

pattern-mining is agent-read markdown (skill) from boshu2/agentops: Test repeated implementation shapes against independent exemplars and a holdout before routing an earned abstraction. Triggers: "mine a recurring code pattern", "is this abstraction earned", "extract invariants from implementations"..

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 boshu2/agentops/pattern-mining@git:20260825.2207c5b
Exact content
mdr add boshu2/agentops/pattern-mining@sha256:8444d7f8f9aa81e7

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_z4kcs43yvd4jveax.svg)](https://markdownregistry.com/a/art_z4kcs43yvd4jveax)

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Versions

versioncommittedcommitsizeaudit
git:20260825.2207c5b latest2026-08-25 2207c5b 6,870 BA view · diff
git:20260728.15206c62026-07-28 15206c6 6,891 BA view · diff
git:20260716.2ff3bc22026-07-16 2ff3bc2 6,855 BA view · diff
git:20260715.cb2a7ac2026-07-15 cb2a7ac 4,308 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 (6870 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

boshu2/agentops · 433 stars · license Apache-2.0 · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_z4kcs43yvd4jveax
GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/pattern-mining
GET https://markdownregistry.com/api/v1/blob/8444d7f8f9aa81e7dbeb832bce509befcea2c1784c8365ebd0d502d956b3b118