autonomous-tdd-debugger SKILL.md skillA
autonomous-tdd-debugger from roedyrustam/vibes-plug is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add roedyrustam/vibes-plug/autonomous-tdd-debugger@v4.2.1Pins v4.2.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- roedyrustam/vibes-plug
- Path
skills/autonomous-tdd-debugger/SKILL.md- Versions recorded
- 11
- Latest version
- v4.2.1, committed Oct 8, 2026
- First version recorded
- Aug 12, 2026
- Size
- 4,701 bytes
- Repository stars
- 122
- License
- MIT
Empowers the agent to autonomously run tests, read terminal stack traces, and self-heal code until tests pass. Transforms the agent from a passive coder to an active CI pipeline debugger.
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
# Autonomous TDD Debugger & Self-Healing Agent [English](#english) | [Bahasa Indonesia](#bahasa-indonesia) --- <a name="english"></a> ## English ### Orchestration & Integration Connects and orchestrates with relevant domain skills like `brainstorming`, `zero-to-prod-orchestrator`, and `session-memory-manager` to ensure cohesive execution. ### Description This skill transforms the AI from a passive code generator into an active, autonomous engineer. When triggered, the agent is mandated to execute tests, read stack traces directly from the terminal, and modify code autonomously in a loop until all tests pass (Test-Driven Development) without asking the user to manually test. ### Trigger Conditions Activate this skill when the user asks to: - Fix failing tests or bugs without providing the error log. - "Write the code and ensure it works." - "Debug this completely autonomously." ### Core Concepts #### 1. The Autonomous Proactive Loop 1. **Write/Modify Code:** The agent modifies the application files. 2. **Execute:** The agent uses `run_command` (e.g., `npm run test`, `cargo test`, `pytest`). 3. **Analyze:** The agent reads the stdout/stderr from the background task. …
Read the whole file at its exact version.
How to install
mdr add roedyrustam/vibes-plug/autonomous-tdd-debugger@sha256:1360b0dc0d07181bThe line at the top of this page pins the label v4.2.1, 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_pmcdc72cktdirfrc)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 11 versions of this file, between Aug 12, 2026 and Oct 8, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v4.2.1 latest | 2026-10-08 | e8e3cf1 | 4,701 B | A | view · diff |
| v4.2.0 | 2026-10-03 | d8cca2a | 4,701 B | A | view · diff |
| v4.1.0 | 2026-10-03 | 8bb822a | 4,701 B | A | view · diff |
| v4.0.0 | 2026-09-30 | 7be209a | 4,702 B | A | view · diff |
| v3.0.0 | 2026-09-30 | 18c7124 | 4,702 B | A | view · diff |
| v3.0.0 | 2026-09-13 | 528c014 | 4,154 B | A | view · diff |
| git:20260913.4cedcda | 2026-09-13 | 4cedcda | 4,067 B | A | view · diff |
| git:20260907.57a4b90 | 2026-09-07 | 57a4b90 | 4,067 B | A | view · diff |
| git:20260816.d23736e | 2026-08-16 | d23736e | 4,071 B | A | view · diff |
| git:20260812.3719f9b | 2026-08-12 | 3719f9b | 3,666 B | A | view · diff |
| git:20260812.4f062ad | 2026-08-12 | 4f062ad | 3,392 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 (4701 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
roedyrustam/vibes-plug · 122 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pmcdc72cktdirfrc GET https://markdownregistry.com/api/v1/resolve?ref=roedyrustam/vibes-plug/autonomous-tdd-debugger GET https://markdownregistry.com/api/v1/blob/1360b0dc0d07181b52472260154ad7bb3af5ee2c677598e3f362462f17cce0d8
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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