The Five Phases
You MUST complete each phase before proceeding to the next.
Phase 0: Start Debug Session Logging
FIRST: Initialize structured logging for retrospective analysis
If .debug-logs/helpers/start-debug-session.ps1 exists in the project:
# Start a debug session (creates hourly log folder)
. .debug-logs/helpers/start-debug-session.ps1 -Issue "Brief description" -Revision "revision-name"
# This exports helper functions:
# - Log-Command "command" → Log commands to commands-run.txt
# - Log-Error "error message" → Log errors to errors-found.txt
# - Log-Fix "solution" -Commit "sha" → Log fixes to fixes-applied.txt
# - Fetch-CloudLogs -Revision "..." → Fetch and log Cloud Run logs
# - End-DebugSession -Resolution "" → Close session with summary
Use throughout debugging:
- Log errors as you find them:
Log-Error "SyntaxError: Unexpected token '}'"
- Log commands:
Log-Command "gcloud logging read ..."
- Log fixes:
Log-Fix "Removed extra closing brace" -Commit "c6b8ebd"
- End session:
End-DebugSession -Resolution "Fixed syntax error in iracingAuth.js"
Benefits:
- Automatic timestamped logs in
.debug-logs/sessions/YYYY-MM-DD-HH/
- Retrospective analysis: "What pattern caused this?"
- Time-to-resolution tracking
- Reusable solutions database
Phase 1: Root Cause Investigation
BEFORE attempting ANY fix:
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
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
Check Recent Changes
- What changed that could cause this?
- Git diff, recent commits
- New dependencies, config changes
- Environmental differences
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):
# 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 ✗)
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:
Find Working Examples
- Locate similar working code in same codebase
- What works that's similar to what's broken?
Compare Against References
- If implementing pattern, read reference implementation COMPLETELY
- Don't skim - read every line
- Understand the pattern fully before applying
Identify Differences
- What's different between working and broken?
- List every difference, however small
- Don't assume "that can't matter"
Understand Dependencies
- What other components does this need?
- What settings, config, environment?
- What assumptions does it make?
Phase 3: Hypothesis and Testing
Scientific method:
Form Single Hypothesis
- State clearly: "I think X is the root cause because Y"
- Write it down
- Be specific, not vague
Test Minimally
- Make the SMALLEST possible change to test hypothesis
- One variable at a time
- Don't fix multiple things at once
Verify Before Continuing
- Did it work? Yes → Phase 4
- Didn't work? Form NEW hypothesis
- DON'T add more fixes on top
When You Don't Know
- Say "I don't understand X"
- Don't pretend to know
- Ask for help
- Research more
Phase 4: Implementation
Fix the root cause, not the symptom:
Create Failing Test Case
- Simplest possible reproduction
- Automated test if possible
- One-off test script if no framework
- MUST have before fixing
- Use the
superpowers:test-driven-development skill for writing proper failing tests
Implement Single Fix
- Address the root cause identified
- ONE change at a time
- No "while I'm here" improvements
- No bundled refactoring
Verify Fix
- Test passes now?
- No other tests broken?
- Issue actually resolved?
If Fix Doesn't Work
- STOP
- Count: How many fixes have you tried?
- If < 3: Return to Phase 1, re-analyze with new information
- If ≥ 3: STOP and question the architecture (step 5 below)
- DON'T attempt Fix #4 without architectural discussion
If 3+ Fixes Failed: Question Architecture
Pattern indicating architectural problem:
- Each fix reveals new shared state/coupling/problem in different place
- Fixes require "massive refactoring" to implement
- Each fix creates new symptoms elsewhere
STOP and question fundamentals:
- Is this pattern fundamentally sound?
- Are we "sticking with it through sheer inertia"?
- Should we refactor architecture vs. continue fixing symptoms?
Discuss with your human partner before attempting more fixes
This is NOT a failed hypothesis - this is a wrong architecture.
Red Flags - STOP and Follow Process
If you catch yourself thinking:
- "Quick fix for now, investigate later"
- "Just try changing X and see if it works"
- "Add multiple changes, run tests"
- "Skip the test, I'll manually verify"
- "It's probably X, let me fix that"
- "I don't fully understand but this might work"
- "Pattern says X but I'll adapt it differently"
- "Here are the main problems: [lists fixes without investigation]"
- Proposing solutions before tracing data flow
- "One more fix attempt" (when already tried 2+)
- Each fix reveals new problem in different place
ALL of these mean: STOP. Return to Phase 1.
If 3+ fixes failed: Question the architecture (see Phase 4.5)
your human partner's Signals You're Doing It Wrong
Watch for these redirections:
- "Is that not happening?" - You assumed without verifying
- "Will it show us...?" - You should have added evidence gathering
- "Stop guessing" - You're proposing fixes without understanding
- "Ultrathink this" - Question fundamentals, not just symptoms
- "We're stuck?" (frustrated) - Your approach isn't working
When you see these: STOP. Return to Phase 1.
Common Rationalizations
| Excuse |
Reality |
| "Issue is simple, don't need process" |
Simple issues have root causes too. Process is fast for simple bugs. |
| "Emergency, no time for process" |
Systematic debugging is FASTER than guess-and-check thrashing. |
| "Just try this first, then investigate" |
First fix sets the pattern. Do it right from the start. |
| "I'll write test after confirming fix works" |
Untested fixes don't stick. Test first proves it. |
| "Multiple fixes at once saves time" |
Can't isolate what worked. Causes new bugs. |
| "Reference too long, I'll adapt the pattern" |
Partial understanding guarantees bugs. Read it completely. |
| "I see the problem, let me fix it" |
Seeing symptoms ≠ understanding root cause. |
| "One more fix attempt" (after 2+ failures) |
3+ failures = architectural problem. Question pattern, don't fix again. |
Quick Reference
| Phase |
Key Activities |
Success Criteria |
| 0. Log Session |
Start debug session, enable helpers |
Logging initialized |
| 1. Root Cause |
Read errors, reproduce, check changes, gather evidence |
Understand WHAT and WHY |
| 2. Pattern |
Find working examples, compare |
Identify differences |
| 3. Hypothesis |
Form theory, test minimally |
Confirmed or new hypothesis |
| 4. Implementation |
Create test, fix, verify |
Bug resolved, tests pass |
When Process Reveals "No Root Cause"
If systematic investigation reveals issue is truly environmental, timing-dependent, or external:
- You've completed the process
- Document what you investigated
- Implement appropriate handling (retry, timeout, error message)
- Add monitoring/logging for future investigation
But: 95% of "no root cause" cases are incomplete investigation.
Supporting Techniques
These techniques are part of systematic debugging and available in this directory:
root-cause-tracing.md - Trace bugs backward through call stack to find original trigger
defense-in-depth.md - Add validation at multiple layers after finding root cause
condition-based-waiting.md - Replace arbitrary timeouts with condition polling
Related skills:
- superpowers:test-driven-development - For creating failing test case (Phase 4, Step 1)
- superpowers:verification-before-completion - Verify fix worked before claiming success
Real-World Impact
From debugging sessions:
- Systematic approach: 15-30 minutes to fix
- Random fixes approach: 2-3 hours of thrashing
- First-time fix rate: 95% vs 40%
- New bugs introduced: Near zero vs common
1---2name: debug-workflow3description: Global Debugging agent skill for AG4---5## The Five Phases67You MUST complete each phase before proceeding to the next.89### Phase 0: Start Debug Session Logging1011**FIRST: Initialize structured logging for retrospective analysis**1213If `.debug-logs/helpers/start-debug-session.ps1` exists in the project:1415```powershell16# Start a debug session (creates hourly log folder)17. .debug-logs/helpers/start-debug-session.ps1 -Issue "Brief description" -Revision "revision-name"1819# This exports helper functions:20# - Log-Command "command" → Log commands to commands-run.txt21# - Log-Error "error message" → Log errors to errors-found.txt22# - Log-Fix "solution" -Commit "sha" → Log fixes to fixes-applied.txt23# - Fetch-CloudLogs -Revision "..." → Fetch and log Cloud Run logs24# - End-DebugSession -Resolution "" → Close session with summary25```2627**Use throughout debugging:**28- Log errors as you find them: `Log-Error "SyntaxError: Unexpected token '}'"`29- Log commands: `Log-Command "gcloud logging read ..."`30- Log fixes: `Log-Fix "Removed extra closing brace" -Commit "c6b8ebd"`31- End session: `End-DebugSession -Resolution "Fixed syntax error in iracingAuth.js"`3233**Benefits:**34- Automatic timestamped logs in `.debug-logs/sessions/YYYY-MM-DD-HH/`35- Retrospective analysis: "What pattern caused this?"36- Time-to-resolution tracking37- Reusable solutions database3839---4041### Phase 1: Root Cause Investigation4243**BEFORE attempting ANY fix:**44451. **Read Error Messages Carefully**46 - Don't skip past errors or warnings47 - They often contain the exact solution48 - Read stack traces completely49 - Note line numbers, file paths, error codes50512. **Reproduce Consistently**52 - Can you trigger it reliably?53 - What are the exact steps?54 - Does it happen every time?55 - If not reproducible → gather more data, don't guess56573. **Check Recent Changes**58 - What changed that could cause this?59 - Git diff, recent commits60 - New dependencies, config changes61 - Environmental differences62634. **Gather Evidence in Multi-Component Systems**6465 **WHEN system has multiple components (CI → build → signing, API → service → database):**6667 **BEFORE proposing fixes, add diagnostic instrumentation:**68 ```69 For EACH component boundary:70 - Log what data enters component71 - Log what data exits component72 - Verify environment/config propagation73 - Check state at each layer7475 Run once to gather evidence showing WHERE it breaks76 THEN analyze evidence to identify failing component77 THEN investigate that specific component78 ```7980 **Example (multi-layer system):**81 ```bash82 # Layer 1: Workflow83 echo "=== Secrets available in workflow: ==="84 echo "IDENTITY: ${IDENTITY:+SET}${IDENTITY:-UNSET}"8586 # Layer 2: Build script87 echo "=== Env vars in build script: ==="88 env | grep IDENTITY || echo "IDENTITY not in environment"8990 # Layer 3: Signing script91 echo "=== Keychain state: ==="92 security list-keychains93 security find-identity -v9495 # Layer 4: Actual signing96 codesign --sign "$IDENTITY" --verbose=4 "$APP"97 ```9899 **This reveals:** Which layer fails (secrets → workflow ✓, workflow → build ✗)1001015. **Trace Data Flow**102103 **WHEN error is deep in call stack:**104105 See `root-cause-tracing.md` in this directory for the complete backward tracing technique.106107 **Quick version:**108 - Where does bad value originate?109 - What called this with bad value?110 - Keep tracing up until you find the source111 - Fix at source, not at symptom112113### Phase 2: Pattern Analysis114115**Find the pattern before fixing:**1161171. **Find Working Examples**118 - Locate similar working code in same codebase119 - What works that's similar to what's broken?1201212. **Compare Against References**122 - If implementing pattern, read reference implementation COMPLETELY123 - Don't skim - read every line124 - Understand the pattern fully before applying1251263. **Identify Differences**127 - What's different between working and broken?128 - List every difference, however small129 - Don't assume "that can't matter"1301314. **Understand Dependencies**132 - What other components does this need?133 - What settings, config, environment?134 - What assumptions does it make?135136### Phase 3: Hypothesis and Testing137138**Scientific method:**1391401. **Form Single Hypothesis**141 - State clearly: "I think X is the root cause because Y"142 - Write it down143 - Be specific, not vague1441452. **Test Minimally**146 - Make the SMALLEST possible change to test hypothesis147 - One variable at a time148 - Don't fix multiple things at once1491503. **Verify Before Continuing**151 - Did it work? Yes → Phase 4152 - Didn't work? Form NEW hypothesis153 - DON'T add more fixes on top1541554. **When You Don't Know**156 - Say "I don't understand X"157 - Don't pretend to know158 - Ask for help159 - Research more160161### Phase 4: Implementation162163**Fix the root cause, not the symptom:**1641651. **Create Failing Test Case**166 - Simplest possible reproduction167 - Automated test if possible168 - One-off test script if no framework169 - MUST have before fixing170 - Use the `superpowers:test-driven-development` skill for writing proper failing tests1711722. **Implement Single Fix**173 - Address the root cause identified174 - ONE change at a time175 - No "while I'm here" improvements176 - No bundled refactoring1771783. **Verify Fix**179 - Test passes now?180 - No other tests broken?181 - Issue actually resolved?1821834. **If Fix Doesn't Work**184 - STOP185 - Count: How many fixes have you tried?186 - If < 3: Return to Phase 1, re-analyze with new information187 - **If ≥ 3: STOP and question the architecture (step 5 below)**188 - DON'T attempt Fix #4 without architectural discussion1891905. **If 3+ Fixes Failed: Question Architecture**191192 **Pattern indicating architectural problem:**193 - Each fix reveals new shared state/coupling/problem in different place194 - Fixes require "massive refactoring" to implement195 - Each fix creates new symptoms elsewhere196197 **STOP and question fundamentals:**198 - Is this pattern fundamentally sound?199 - Are we "sticking with it through sheer inertia"?200 - Should we refactor architecture vs. continue fixing symptoms?201202 **Discuss with your human partner before attempting more fixes**203204 This is NOT a failed hypothesis - this is a wrong architecture.205206## Red Flags - STOP and Follow Process207208If you catch yourself thinking:209- "Quick fix for now, investigate later"210- "Just try changing X and see if it works"211- "Add multiple changes, run tests"212- "Skip the test, I'll manually verify"213- "It's probably X, let me fix that"214- "I don't fully understand but this might work"215- "Pattern says X but I'll adapt it differently"216- "Here are the main problems: [lists fixes without investigation]"217- Proposing solutions before tracing data flow218- **"One more fix attempt" (when already tried 2+)**219- **Each fix reveals new problem in different place**220221**ALL of these mean: STOP. Return to Phase 1.**222223**If 3+ fixes failed:** Question the architecture (see Phase 4.5)224225## your human partner's Signals You're Doing It Wrong226227**Watch for these redirections:**228- "Is that not happening?" - You assumed without verifying229- "Will it show us...?" - You should have added evidence gathering230- "Stop guessing" - You're proposing fixes without understanding231- "Ultrathink this" - Question fundamentals, not just symptoms232- "We're stuck?" (frustrated) - Your approach isn't working233234**When you see these:** STOP. Return to Phase 1.235236## Common Rationalizations237238| Excuse | Reality |239|--------|---------|240| "Issue is simple, don't need process" | Simple issues have root causes too. Process is fast for simple bugs. |241| "Emergency, no time for process" | Systematic debugging is FASTER than guess-and-check thrashing. |242| "Just try this first, then investigate" | First fix sets the pattern. Do it right from the start. |243| "I'll write test after confirming fix works" | Untested fixes don't stick. Test first proves it. |244| "Multiple fixes at once saves time" | Can't isolate what worked. Causes new bugs. |245| "Reference too long, I'll adapt the pattern" | Partial understanding guarantees bugs. Read it completely. |246| "I see the problem, let me fix it" | Seeing symptoms ≠ understanding root cause. |247| "One more fix attempt" (after 2+ failures) | 3+ failures = architectural problem. Question pattern, don't fix again. |248249## Quick Reference250251| Phase | Key Activities | Success Criteria |252|-------|---------------|------------------|253| **0. Log Session** | Start debug session, enable helpers | Logging initialized |254| **1. Root Cause** | Read errors, reproduce, check changes, gather evidence | Understand WHAT and WHY |255| **2. Pattern** | Find working examples, compare | Identify differences |256| **3. Hypothesis** | Form theory, test minimally | Confirmed or new hypothesis |257| **4. Implementation** | Create test, fix, verify | Bug resolved, tests pass |258259## When Process Reveals "No Root Cause"260261If systematic investigation reveals issue is truly environmental, timing-dependent, or external:2622631. You've completed the process2642. Document what you investigated2653. Implement appropriate handling (retry, timeout, error message)2664. Add monitoring/logging for future investigation267268**But:** 95% of "no root cause" cases are incomplete investigation.269270## Supporting Techniques271272These techniques are part of systematic debugging and available in this directory:273274- **`root-cause-tracing.md`** - Trace bugs backward through call stack to find original trigger275- **`defense-in-depth.md`** - Add validation at multiple layers after finding root cause276- **`condition-based-waiting.md`** - Replace arbitrary timeouts with condition polling277278**Related skills:**279- **superpowers:test-driven-development** - For creating failing test case (Phase 4, Step 1)280- **superpowers:verification-before-completion** - Verify fix worked before claiming success281282## Real-World Impact283284From debugging sessions:285- Systematic approach: 15-30 minutes to fix286- Random fixes approach: 2-3 hours of thrashing287- First-time fix rate: 95% vs 40%288- New bugs introduced: Near zero vs common