bughunt SKILL.md skillA
bughunt from av/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add av/skills/bughunt@git:20260612.7c5d841Pins git:20260612.7c5d841 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- av/skills
- Path
bughunt/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260612.7c5d841, committed Jun 12, 2026
- First version recorded
- Jun 7, 2026
- Size
- 12,263 bytes
- Repository stars
- 24
- License
- MIT
Fully autonomous bug hunting pipeline — discover bugs in a scoped area using parallel subagents, independently triage each finding, fix confirmed issues with subagents, then audit all fixes against repo constraints and target platforms. Runs end-to-end without user interaction.
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
# Bughunt Fully autonomous pipeline: find, triage, fix, and audit bugs in a scoped area of a codebase. Five phases, each using subagents to parallelize work and provide independent assessments. **This skill runs end-to-end without asking the user any questions.** Do not pause for confirmation, approval, or input between phases. Make autonomous decisions at every step — section splits, severity judgments, fix strategies, conflict resolution. Log progress to the report so the user can review the final output, but never block on user input. ## Parameters | Parameter | Default | Example override | |-----------|---------|-----------------| | **Scope** | _(required)_ | `the install script`, `src/auth/`, `the CLI argument parser` | | **Sections** | auto-split from scope | `split by platform`, `one per module` | | **Platforms** | inferred from repo | `Linux, macOS, WSL` | | **Output** | `/tmp/bughunt-output/<project>/` | `Output directory: ./qa/` | `<project>` is the basename of the repo root (e.g. `/tmp/bughunt-output/harbor/`). The output directory — and therefore prior-run memory — is always per-project; never read or write another project's reports. ## Workflow ``` …
Read the whole file at its exact version.
How to install
mdr add av/skills/bughunt@sha256:e96a32c6b6bdf632The line at the top of this page pins the label git:20260612.7c5d841, 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_cdjfheojcjxhes6k)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jun 7, 2026 and Jun 12, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260612.7c5d841 latest | 2026-06-12 | 7c5d841 | 12,263 B | A | view · diff |
| git:20260607.2f4747e | 2026-06-07 | 2f4747e | 9,881 B | A | view · diff |
| git:20260607.2f6c13e | 2026-06-07 | 2f6c13e | 8,501 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 (12263 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
av/skills · 24 stars · license MIT · pushed 2026-10-21 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_cdjfheojcjxhes6k GET https://markdownregistry.com/api/v1/resolve?ref=av/skills/bughunt GET https://markdownregistry.com/api/v1/blob/e96a32c6b6bdf63256282be12e76a7862e72688c5155facd1468d0d92bd5cffd
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.