steer-miner SKILL.md skillA

steer-miner from kunanonj/ai-skills-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kunanonj/ai-skills-hub/steer-miner@git:20261006.876cce4

Pins git:20261006.876cce4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kunanonj/ai-skills-hub
Path
plugins/superstacks/skills/steer-miner/SKILL.md
Versions recorded
1
Latest version
git:20261006.876cce4, committed Oct 6, 2026
Size
1,053 bytes
Repository stars
5
License
MIT

Use when mining local agent transcripts the user points to. Find repeated human corrections and propose skills, lint rules, or constraints as a report. Never edit files.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Steer miner

Read only the transcript files the user names. Find repeated human corrections. Propose environment changes. Stop.

## Do

1. Confirm the paths. If the user did not name files or a directory, stop and ask.
2. Run the miner:

```text
python <this-skill>/scripts/mine_transcripts.py --path <file-or-dir> [--min-count 2]
```

3. Read the report. Group hits into: new skill, lint/semgrep/ruff rule, `CONSTRAINTS.md` row, or ignore (one-off).
4. Return a report: pattern, examples (short), proposed guard, and which kind from `mistake-to-constraint`.

## Do not

- Do not edit files.
- Do not file tracker issues or send chat messages.
- Do not scan home directories or default transcript folders the user did not name.
- Do not paste secrets, tokens, or full transcripts into the report.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kunanonj/ai-skills-hub/steer-miner@sha256:e28f4ef0fd192706

The line at the top of this page pins the label git:20261006.876cce4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_77s6aoi5hps6s53t.svg)](https://markdownregistry.com/a/art_77s6aoi5hps6s53t)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 6, 2026.

versioncommittedcommitsizeaudit
git:20261006.876cce4 latest2026-10-06 876cce4 1,053 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (1053 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

kunanonj/ai-skills-hub · 5 stars · license MIT · pushed 2026-10-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_77s6aoi5hps6s53t
GET https://markdownregistry.com/api/v1/resolve?ref=kunanonj/ai-skills-hub/steer-miner
GET https://markdownregistry.com/api/v1/blob/e28f4ef0fd192706b15cb2cb91d62f32d0f574e5c8934f271db07dd75bad2617

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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