hunt SKILL.md skillA

hunt from tw93/waza is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tw93/waza/hunt@git:20260925.c3b74dd

Pins git:20260925.c3b74dd in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tw93/waza
Path
skills/hunt/SKILL.md
Versions recorded
5
Latest version
git:20260925.c3b74dd, committed Sep 25, 2026
First version recorded
Sep 17, 2026
Size
17,253 bytes
Repository stars
7,489
License
MIT

Finds root cause before any fix. Use when something errors, crashes, regresses, or used to work. Not for code review or new features.

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

# Hunt: Diagnose Before You Fix

Prefix your first line with 🥷 inline, not as its own paragraph.

A patch applied to a symptom creates a new bug somewhere else.

## Outcome Contract

- Outcome: the root cause is identified before any fix is applied.
- Done when: one sentence explains the cause, every observed symptom fits it, and the fix or handoff is verified against a reproducible check.
- Evidence: source trace, repro command or UI path, logs or state, targeted test/build output, and runtime evidence for UI or native defects.
- Output: root cause, fix or handoff, verification result, and any unswept sibling risks.
- Authorization: "diagnose", "investigate", "why", "look into", "排查", "看看", or equivalent is report-only. Apply a fix only when the current request explicitly asks to fix, change, implement, or optimize, or when an authorization to do so is still in force for this same unfinished task with the action, scope, and goal unchanged; root-cause proof is still required first. A fix authorization never carries commit, push, publish, or any destructive action with it.

**Do not touch code until you can state the root cause in one sentence:**
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tw93/waza/hunt@sha256:8ae2315c6242a7f5

The line at the top of this page pins the label git:20260925.c3b74dd, 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_lrb7q6yhsd2wrb2i.svg)](https://markdownregistry.com/a/art_lrb7q6yhsd2wrb2i)

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

Versions

The registry has recorded 5 versions of this file, between Sep 17, 2026 and Sep 25, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20260925.c3b74dd latest2026-09-25 c3b74dd 17,253 BA view · diff
git:20260922.6dc21882026-09-22 6dc2188 18,082 BA view · diff
git:20260919.84b6e392026-09-19 84b6e39 18,011 BA view · diff
git:20260919.76db83e2026-09-19 76db83e 17,790 BA view · diff
git:20260917.b0aa78a2026-09-17 b0aa78a 17,517 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 (17253 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

tw93/waza · 7,489 stars · license MIT · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lrb7q6yhsd2wrb2i
GET https://markdownregistry.com/api/v1/resolve?ref=tw93/waza/hunt
GET https://markdownregistry.com/api/v1/blob/8ae2315c6242a7f59a938650e398d977569831ade1346e0fceee5a12cf69d1a1

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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Every file in tw93/waza

Other files named hunt

hunt SKILL.md skill
tw93/waza · plugins/waza/skills/hunt/SKILL.md · Finds root cause before any fix. Use when something errors, crashes, regresses, or used to work. Not for code review or…
git:20260925.c3b74dd · audit A · 7,489 stars
hunt SKILL.md skill
jsobolewski1/fondue · skills/hunt/SKILL.md · Bug-hunting sibling of spec: two actors, a Hunter and a Reviewer, take one bug from the User's report to a verified fix…
v6 · audit A · 6 stars

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