bugfix-quick SKILL.md skillA
bugfix-quick from nguyenthienthanh/aura-frog is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nguyenthienthanh/aura-frog/bugfix-quick@git:20260515.6be9f59Pins git:20260515.6be9f59 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nguyenthienthanh/aura-frog
- Path
aura-frog/skills/bugfix-quick/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260515.6be9f59, committed May 15, 2026
- First version recorded
- Apr 28, 2026
- Size
- 3,698 bytes
- Repository stars
- 25
- License
- MIT
Fast bug fixes with root cause investigation + TDD. Enforces 'no fix without root cause' discipline and verification protocol. Without this skill, fixes are applied at symptoms instead of sources, and bugs return.
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
> **AI-consumed reference.** Optimized for Claude to read during execution.
> Human-readable explanation: see [docs/architecture/HIERARCHICAL_PLANNING.md](../../../docs/architecture/HIERARCHICAL_PLANNING.md)
> or [docs/getting-started/](../../../docs/getting-started/) depending on topic.
# Quick Bugfix
For bugs only. Features/refactors → run-orchestrator.
---
## Core Principle
**NO FIXES WITHOUT ROOT CAUSE.** Fix at SOURCE, not symptom.
## Process (4 Steps)
| Step | Name | Agent | Statusline |
|---|---|---|---|
| S1 | Investigate | `lead` (inline) — uses Read/Grep/Bash to reproduce | `bugfix S1` |
| S2 | Test RED | `tester` — writes failing test | `bugfix S2` |
| S3 | Fix GREEN | `architect` / `frontend` / `mobile` (per artifact, via `agent-detector`) | `bugfix S3` |
| S4 | Verify | `tester` — runs full suite | `bugfix S4` |
**Announce per step.** When transitioning, surface to the user: `─── Step S{N} · {Name} ─── Dispatching {agent}…`. Also update `run-state.json#current_step` (one of: `investigate`, `test-red`, `fix-green`, `verify`) and `#active_agent` so the statusline reflects reality.
### 1. Investigate
- Read error + stack trace
- Reproduce the bug
…Read the whole file at its exact version.
How to install
mdr add nguyenthienthanh/aura-frog/bugfix-quick@sha256:9c0fa18d0c4f210eThe line at the top of this page pins the label git:20260515.6be9f59, 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_tvw3vgh5wtlimiu3)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 28, 2026 and May 15, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260515.6be9f59 latest | 2026-05-15 | 6be9f59 | 3,698 B | A | view · diff |
| git:20260512.8e35c6b | 2026-05-12 | 8e35c6b | 3,407 B | A | view · diff |
| git:20260512.3b38baf | 2026-05-12 | 3b38baf | 2,934 B | A | view · diff |
| git:20260505.b36ab8f | 2026-05-05 | b36ab8f | 2,264 B | A | view · diff |
| git:20260428.3e00277 | 2026-04-28 | 3e00277 | 2,060 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 (3698 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
nguyenthienthanh/aura-frog · 25 stars · license MIT · pushed 2026-10-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tvw3vgh5wtlimiu3 GET https://markdownregistry.com/api/v1/resolve?ref=nguyenthienthanh/aura-frog/bugfix-quick GET https://markdownregistry.com/api/v1/blob/9c0fa18d0c4f210e8ae7de61e9def54e72f725ca1b5d561120d03c335158faf5
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.