systematic-debugging SKILL.md skillA

systematic-debugging from vodouai/os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vodouai/os/systematic-debugging@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vodouai/os
Path
skills/vodou-core/systematic-debugging/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Jul 19, 2026
Size
11,148 bytes
Repository stars
1
License
Apache-2.0

Structured 4-phase debugging process enhanced with parallel diagnostics, root cause analysis, and optional reasoning tools.

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

# Vodou Systematic Debugging - Parallel Diagnostic Workflow

## Overview

This skill provides **systematic debugging workflows** using a proven 4-phase process, enhanced by Vodou's parallel execution and **built-in memory** (retrieval + MEMORY.md / daily logs). There is no separate shipped codebase-analysis MCP—use memory plus your editor and tests.

**The Innovation**: Structured debugging process + parallel diagnostics = faster root cause identification.

**Based on**: Superpowers' `systematic-debugging` workflow, enhanced with Vodou's parallel execution.

---

## 4-Phase Debugging Process

### Phase 1: Reproduce and Isolate

**⏸️ STOPPING POINT - Understand the Problem**

Before debugging, understand the issue:

**"I'll help debug [issue]. Let me understand:**
1. **What is the problem?** (error message, unexpected behavior)
2. **When does it happen?** (always, sometimes, specific conditions)
3. **What were you doing?** (steps to reproduce)
4. **What's the expected behavior?** (what should happen)

**Can you describe the issue?"**

### Phase 1 Execution

**1. Reproduce the Issue**

```bash
# Try to reproduce
./do "run [command/script]"
./do "test [feature]"
```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vodouai/os/systematic-debugging@sha256:66c2a3315f03f347

The line at the top of this page pins the label v1.0.0, 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_pmvpwgtrhel3ca6x.svg)](https://markdownregistry.com/a/art_pmvpwgtrhel3ca6x)

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

Versions

The registry has recorded 1 version of this file, committed on Jul 19, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-07-19 638809a 11,148 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 (11148 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

vodouai/os · 1 stars · license Apache-2.0 · pushed 2026-09-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pmvpwgtrhel3ca6x
GET https://markdownregistry.com/api/v1/resolve?ref=vodouai/os/systematic-debugging
GET https://markdownregistry.com/api/v1/blob/66c2a3315f03f3474dbec7fc2f4c47814f64dc6b9450793d4eac6d302efd0512

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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