majiayu000/claude-skill-registry-data/root-cause-analysis-fabioc-aloha-youtube-mcp-vscode
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Find the true source, not symptoms — systematic debugging from observation to permanent fix
Install
npx vskill@latest install majiayu000/claude-skill-registry-data/root-cause-analysis-fabioc-aloha-youtube-mcp-vscodeSKILL.md
Root Cause Analysis Skill
If you fixed it but it came back, you fixed a symptom.
Core Principle
Every symptom has a cause. Every cause has a deeper cause. Keep digging until you reach something you can prevent, not just fix.
5 Whys — Extended Example
| # | Question | Answer | |
|---|---|---|---|
| 1 | Why did the page crash? | JavaScript threw a TypeError on null | |
| 2 | Why was the value null? | The API returned an empty response | |
| 3 | Why did the API return empty? | The database query timed out | |
| 4 | Why did the query time out? | Missing index on a 10M-row table | |
| 5 | Why was the index missing? | No performance review in the PR process |
Root cause: Process gap (no performance review), not the missing index. Fix the system: Add performance checklist to PR template, not just add the index.
5 Whys Traps
| Trap | Example | How to Avoid | |
|---|---|---|---|
| Stopping at human error | "Dev forgot to add the index" | Ask why was it possible to forget? | |
| Single chain only | Only follow one branch | Branch at each Why if multiple causes | |
| Speculation without evidence | "Probably because of..." | Each answer must have evidence | |
| Going too deep | Why #12: "Because physics" | Stop when you reach an actionable system change |
Cause Categories
| Category | Common Patterns | Investigation Tools | |
|---|---|---|---|
| Code | Null reference, off-by-one, race condition, type mismatch | Debugger, unit tests, static analysis | |
| Data | Corrupt input, unexpected format, encoding issues | Query logs, data validation, sample inspection | |
| Infrastructure | Disk full, memory exhaustion, network partition | Metrics dashboards, health endpoints, top/df | |
| Dependencies | Breaking change, version mismatch, transitive conflict | Lockfile diff, changelog review, npm ls | |
| Configuration | Wrong env var, feature flag state, missing secret | Config diff, environment comparison | |
| Process | Missing review, unclear ownership, no runbook | Post-mortem patterns, team interviews |
Investigation Techniques
Binary Search Debugging
When you don't know where the bug is, halve the search space:
- Identify the last known good state (commit, deploy, timestamp)
git bisectbetween good and bad- Each step: does the bug exist? Yes → go earlier. No → go later.
- Result: the exact commit that introduced the bug.
Timeline Reconstruction
| Time | Event | Source | |
|---|---|---|---|
| T-24h | Deploy v2.3.1 | CI/CD logs | |
| T-12h | Config change: cache TTL 60→30s | Config audit log | |
| T-2h | First user report | Support tickets | |
| T-0 | Alert fired | Monitoring |
Key question: What changed between "working" and "broken"?
Correlation vs Causation
| Evidence Type | Confidence | Example | |
|---|---|---|---|
| Reproduces on demand | High | "Every time I submit this form..." | |
| Correlates with a deploy | Medium | "Started after we deployed" | |
| Timing coincidence | Low | "Started Monday" (traffic patterns?) | |
| "It's never done this before" | Very Low | Memory is unreliable — check logs |
Fix + Prevent Pattern
| Phase | Purpose | Example | Deadline | |
|---|---|---|---|---|
| Immediate | Stop the bleeding | Rollback, disable feature, redirect traffic | Now | |
| Permanent | Fix root cause | Add missing index, fix validation, patch dependency | This sprint | |
| Prevention | Stop recurrence | Add CI check, monitoring alert, runbook, PR checklist | Next sprint |
Test the fix: The permanent fix should make the immediate fix unnecessary. If you remove the band-aid and the symptom returns, you haven't found root cause.
Common Symptom → Root Cause Patterns
| Symptom | Obvious Cause | Deeper Root Cause | |
|---|---|---|---|
| Memory leak | Unclosed resource | No resource cleanup pattern in codebase | |
| N+1 queries | Missing join | ORM hides query count, no query logging | |
| Intermittent test failure | Timing-dependent | Shared mutable state between tests | |
| "Works on my machine" | Different environment | No environment parity tooling (Docker, etc.) | |
| Data corruption | Missing validation | Validation in UI only, not at API boundary | |
| Slow deploys | Large artifact | No build caching, monorepo without selective builds |
Post-Mortem Integration
The RCA section of a post-mortem should include:
- The 5 Whys chain (with evidence for each level)
- Contributing factors (things that made it worse, not the direct cause)
- What we were lucky about (things that could have made it much worse)
- Action items with owners and dates for permanent fix + prevention
Synapses
See synapses.json for connections.
Security
- Security scanPassed, 100 of 100Pattern checks on the skill's files.
- Model reviewNot runA model review is scheduled for the next rescan.
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckinganalysis/root-cause-analysis-fabioc-aloha-youtube-mcp-vscode/SKILL.md
Popularity
- Repository stars
- 11
- Repository forks
- 4
- 7-day trend score
- 12
Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 1 Apr 2026, 6 months ago.
Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
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