systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Skill by BlinkVoid
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/blinkvoid-systematic-debugging
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: testing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions: not checked yet.
What's inside
- Skill name
systematic-debugging- Description
- Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
- License
- MIT
- Instructions
- 280 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (11)
- CREATION-LOG.md
- SKILL.md
- condition-based-waiting-example.ts
- condition-based-waiting.md
- defense-in-depth.md
- find-polluter.sh
- root-cause-tracing.md
- test-academic.md
- test-pressure-1.md
- test-pressure-2.md
- test-pressure-3.md
SKILL.md (first lines)
# Systematic Debugging
## Overview
**Core principle:** ALWAYS find root cause before attempting fixes. Symptom fixes are failure.
**Violating the letter of this process is violating the spirit of debugging.**
## The Iron Law
```
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
```
If you haven't completed Phase 1, you cannot propose fixes.
## When to Use
Use for ANY technical issue:
- Test failures
- Bugs in production
- Unexpected behavior
- Performance problems
- Build failures
- Integration issues
**Use this ESPECIALLY when:**
- Under time pressure (emergencies make guessing tempting)
- "Just one quick fix" seems obvious
- You've already tried multiple fixes
- Previous fix didn't work
- You don't fully understand the issue
**Don't skip when:**
- Issue seems simple (simple bugs have root causes too)
- You're in a hurry (rushing guarantees rework)
- Manager wants it fixed NOW (systematic is faster than thrashing)
## The Four Phases
You MUST complete each phase before proceeding to the next.
### Phase 1: Root Cause Investigation
**BEFORE attempting ANY fix:**
1. **Read Error Messages Carefully**
- Don't skip past errors or warnings
- They often contain the exact solution
- Read stack traces completely
- Note line numbers, file paths, error codes
2. **Reproduce Consistently**
- Can you trigger it reliably?
- What are the exact steps?
- Does it happen every time?
- If not reproducible → gather more data, don't guess
3. **Check Recent Changes**
- What changed that could cause this?
- Git diff, recent commits
- New dependencies, config changes
- Environmental differences
4. **Gather Evidence in Multi-Component Systems**
**WHEN system has multiple components (CI → build → signing, API → service → database):**
**BEFORE proposing fixes, add diagnostic instrumentation:**
```
For EACH component boundary:
- Log what data enters component
- Log what data exits component
- Verify environment/config propagation
- Check state at each layer
Run once to gather evidence showing WHERE it breaks
THEN analyze evidence to identify failing component
THEN investigate that specific component
```
**Example (multi-layer system):**
```bash
# Layer 1: Workflow
echo "=== Secrets available in workflow: ==="
echo "IDENTITY: ${IDENTITY:+SET}${IDENTITY:-UNSET}"
# Layer 2: Build script
echo "=== Env vars in build script: ==="
env | grep IDENTITY || echo "IDENTITY not in environment"
# Layer 3: Signing script
echo "=== Keychain state: ==="
security list-keychains
security find-identity -v
# Layer 4: Actual signing
codesign --sign "$IDENTITY" --verbose=4 "$APP"
```
**This reveals:** Which layer fails (secrets → workflow ✓, workflow → build ✗)
5. **Trace Data Flow**
**WHEN error is deep in call stack:**
See `root-cause-tracing.md` in this directory for the complete backward tracing technique.
**Quick version:**
- Where does bad value originate?
- What called this with bad value?
- Keep tracing up until you find the source
- Fix at source, not at symptom
### Phase 2: Pattern Analysis
**Find the pattern before fixing:**
1. **Find Working Examples**From BlinkVoid/GearCore, MIT.
More from BlinkVoid/GearCore
- 0.559score
web-research
BlinkVoid
Use for web research and navigation, including researching ML model cards and evidence for models, checkpoints, adapters, and hosted endpoints.
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
first-principles-scientific-mindset
BlinkVoid
Use when a task needs derivation from fundamentals, explicit assumptions, falsifiable hypotheses, and evidence-aware reasoning.
SkillBFreshness: B★ 2Claude Code +9 - 0.547score
gearcore
BlinkVoid
Unified skill and MCP hub with progressive disclosure and project-scoped context.
SkillBFreshness: B★ 2Claude Code +9 - 0.300score
memory
BlinkVoid
No description from the publisher yet.
SkillBFreshness: B★ 2Claude Code +9 - 0.300score
swarm-worker
BlinkVoid
No description from the publisher yet.
SkillBFreshness: B★ 2Claude Code +9
Signals
- Stars
- 2
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Aug 26, 2026 (2 months ago)
- Last release
- Aug 25, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/BlinkVoid/GearCore
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
- 0.629score
systematic-debugging
pedronauck
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
SkillBFreshness: B★ 641Claude Code +9 - 0.341score
systematic-debugging
PanPanFR
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
SkillBFreshness: B★ 12Claude Code +9 - 0.337score
systematic-debugging
andrei649
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
SkillBFreshness: B★ 9Claude Code +9 - 0.309score
systematic-debugging
dotknewt
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
SkillBFreshness: B★ 1Claude Code +9 - 0.299score
systematic-debugging
digitaleflex
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
SkillBFreshness: BClaude Code +9 - 0.296score
systematic-debugging
krmunio
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
SkillBFreshness: BClaude Code +9 - 0.296score
systematic-debugging
nosignalmxh
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
SkillBFreshness: BClaude Code +9
More from BlinkVoid
- 0.559score
web-research
BlinkVoid
Use for web research and navigation, including researching ML model cards and evidence for models, checkpoints, adapters, and hosted endpoints.
SkillBFreshness: B★ 2Claude Code +9 - 0.557score
first-principles-scientific-mindset
BlinkVoid
Use when a task needs derivation from fundamentals, explicit assumptions, falsifiable hypotheses, and evidence-aware reasoning.
SkillBFreshness: B★ 2Claude Code +9 - 0.547score
gearcore
BlinkVoid
Unified skill and MCP hub with progressive disclosure and project-scoped context.
SkillBFreshness: B★ 2Claude Code +9
Cite this page
systematic-debugging skill. Agent Mart. https://agentmart.dev/skills/blinkvoid-systematic-debugging (last updated 2026-10-24)