agentsclimarketplace

Debugging patterns

Skill fabioc-aloha/Alex_Skill_Mall/plugins/reasoning-metacognition/debugging-patterns

284 curated plugins for AI assistants across 16 categories: security, Azure, documentation, code quality, cloud infrastructure, and more. Works with GitHub Copilot. Drop into .github/skills/local/ and go.

Install
npx -y skills add fabioc-aloha/Alex_Skill_Mall --skill debugging-patterns

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 3 stars3 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Systematic problem-solving and error analysis.

SKILL.md

3.1 KB, 730 tokens by cl100k_base, as published. Nobody here has run it

Debugging Patterns Skill

Systematic problem-solving and error analysis.

The Debugging Mindset

  1. Reproduce — Can you make it happen consistently?
  2. Isolate — What's the smallest case that fails?
  3. Hypothesize — What could cause this?
  4. Test — Prove or disprove your hypothesis
  5. Fix — Change ONE thing
  6. Verify — Did it actually fix it?

Binary Search Debugging

When you don't know where the problem is:

1. Find a known-good state (commit, version, config)
2. Find the known-bad state (current)
3. Test the midpoint
4. Repeat until you find the breaking change

Git bisect automates this:

git bisect start
git bisect bad                    # Current is broken
git bisect good <known-good-sha>  # This worked
# Git checks out midpoint, you test, then:
git bisect good  # or  git bisect bad
# Repeat until found
git bisect reset                  # Return to normal

Stack Trace Reading

Error: Cannot read property 'x' of undefined
    at processData (src/utils.ts:45:12)      ← LOOK HERE FIRST
    at handleRequest (src/api.ts:123:8)
    at Router.handle (node_modules/...)

Pattern: Read bottom-up for context, top-down for cause.

Common Error Categories

SymptomLikely CauseCheck
"undefined is not a function"Wrong import/exportModule paths, named vs default
"Cannot find module"Path or package issueRelative paths, node_modules
"ENOENT"File not foundPath typo, file doesn't exist
"EACCES"Permission deniedFile permissions, admin rights
Silently failsSwallowed errorAdd try/catch, check promises
Works locally, fails in CIEnvironment diffEnv vars, paths, versions

Logging Strategy

// Bad: console.log("here")
// Good: console.log("[processData] input:", data, "state:", state)

// Even better: structured logging
log.debug({ fn: 'processData', input: data, state }, 'Processing started');

Rubber Duck Debugging

When stuck, explain the problem out loud. Full protocol: .github/skills/rubber-duck-debugging/SKILL.md

Hypothesis Testing

For the full scientific debugging method: .github/skills/hypothesis-driven-debugging/SKILL.md

Don't just change things randomly:

❌ "Let me try this... and this... and this..."
✅ "I think X is null because Y. Let me add a log to confirm."

Environment Debugging

# Check environment variables
$env:PATH
$env:NODE_ENV

# Check versions
node --version
npm --version
code --version

# Check what's installed
npm list --depth=0

Anti-Patterns

  • ❌ Changing multiple things at once
  • ❌ Assuming you know the cause without evidence
  • ❌ Ignoring error messages
  • ❌ "It works on my machine" without investigating why
  • ❌ Removing error handling to "fix" errors

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.