codex
Run the Codex CLI directly in the user's checkout for code analysis, refactoring, or automated editing without Claude Architect's verified delegation lifecycle.
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
$ npx -y skills add Pythoughts-labs/claude-architect --skill systematic-debugging --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/systematic-debuggingContext preview
The summary Claude sees to decide when to auto-load this skill.
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:**
Claude Code delegates coding to isolated CLI agents it doesn't trust (Codex, OpenCode, Pi, Pythinker), freezes what they produce, verifies it independently, and merges only what a human approves.
Repo: Pythoughts-labs/claude-architect
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