bug-hunting SKILL.md skillA
bug-hunting from rfxlamia/pocketto is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rfxlamia/pocketto/bug-hunting@git:20261008.1249a38Pins git:20261008.1249a38 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rfxlamia/pocketto
- Path
skills/bug-hunting/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261008.1249a38, committed Oct 8, 2026
- First version recorded
- May 25, 2026
- Size
- 7,800 bytes
- Repository stars
- 6
- License
- MIT
Use when fixing bugs, debugging failures, or proactively reviewing code for hidden bugs. Reactive mode: fix known bugs. Proactive mode: hunt for bugs in code. Enforces confirmed root cause before any fix.
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
# Bug Hunting ## Overview Bugs have root causes. Symptoms have patches. Patches create future bugs. **Core principle:** A claim is not evidence. Evidence is not root cause. Root cause is not a fix. **Violating the letter of this process is violating the spirit of bug hunting.** ## Two Modes | Mode | Trigger | First Question | |------|---------|----------------| | **Reactive** | "Fix this bug", "test failing", "production error" | What is the confirmed root cause? | | **Proactive** | "Review this code", "find bugs in...", "audit this" | What could go wrong? Where are the weakest points? | Both modes follow the same 5 phases. Entry point differs; discipline does not. **Pocket Education guard (reactive mode).** If the memory file in your context (`CLAUDE.md` / `AGENTS.md`) has **no** `## Pocket Education` heading, ignore this paragraph. If it has one, confirm with `npx -y pocketto-pi edu --json --contract 3`; when `data.education` is `true` (or the command errors), ask before Phase 0: "Pocket Education is on here. Do you want to hunt this bug yourself with guidance (→ `pocket-education`), or should I fix it?" Make no fix until the user explicitly chooses. An explicit handover …
Read the whole file at its exact version.
How to install
mdr add rfxlamia/pocketto/bug-hunting@sha256:85c76ca43e81f674The line at the top of this page pins the label git:20261008.1249a38, 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.
[](https://markdownregistry.com/a/art_cgdammyf4cvznxh4)
7 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 25, 2026 and Oct 8, 2026, about one every 68 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261008.1249a38 latest | 2026-10-08 | 1249a38 | 7,800 B | A | view · diff |
| git:20261006.85d4f69 | 2026-10-06 | 85d4f69 | 7,800 B | A | view · diff |
| git:20260525.58ede9c | 2026-05-25 | 58ede9c | 7,154 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7800 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
rfxlamia/pocketto · 6 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cgdammyf4cvznxh4 GET https://markdownregistry.com/api/v1/resolve?ref=rfxlamia/pocketto/bug-hunting GET https://markdownregistry.com/api/v1/blob/85c76ca43e81f674456317d281ffd000604941d02c1398772892947c14b59ae1
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.
More from rfxlamia/pocketto
Every file in rfxlamia/pocketto