academy-guide
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Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
$ npx -y skills add guanyang/open-agent-hub --skill systematic-debugging --agent claude-codeHow it fires
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Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
name: systematic-debugging description: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
**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.**
NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST
If you haven't completed Phase 1, you cannot propose fixes.
Use for ANY technical issue:
**Use this ESPECIALLY when:**
**Don't skip when:**
You MUST complete each phase before proceeding to the next.
**BEFORE attempting ANY fix:**
1. **Read Error Messages Carefully**
2. **Reproduce Consistently**
3. **Check Recent Changes**
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):**
# 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:**
**Find the pattern before fixing:**
1. **Find Working Examples**
2. **Compare Against References**
3. **Identify Differences**
4. **Understand Dependencies**
**Scientific method:**
1. **Form Single Hypothesis**
2. **Test Minimally**
3. **Verify Before Continuing**
4. **When You Don't Know**
**Fix the root cause, not the symptom:**
1. **Create Failing Test Case**
2. **Implement Single Fix**
3. **Verify Fix**
4. **If Fix Doesn't Work**
5. **If 3+ Fixes Failed: Question Architecture**
**Pattern indicating architectural problem:**
**STOP and question fundamentals:**
A lightweight, zero-dependency CLI tool to manage and activate capabilities for AI coding assistants (such as Claude Code, Cursor, Trae, etc.).
Repo: guanyang/open-agent-hub
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