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Uses RCA agent, Codex iteration, and validation to systematically fix bugs.","ComeOnOliver\u002Fskillshub","ComeOnOliver","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F43215937?v=4","01M6E5JNFECJAAVFE0W7SMWWD2","Haoran Shu","01M6E5JNNDQS7AJZDYFQ8TPZCK",66,"MIT","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Faiskillstore\u002Fmarketplace\u002Fdnyoussef\u002Fsmart-bug-fix\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46],"smart bug fix","bug","bug fix","fix","model","tier-1","multi","fix bugs","iteration","essential","auto","testing","analysis","validation","reasoning","debugging","root cause analysis","workflow","rca","codex","2026-11-10 10:12:30",false,"---\nname: smart-bug-fix\ndescription: Intelligent bug fixing workflow combining root cause analysis, multi-model reasoning, Codex auto-fix, and comprehensive testing. Uses RCA agent, Codex iteration, and validation to systematically fix bugs.\ntags: [debugging, rca, codex, testing, essential, tier-1]\nversion: 1.0.0\n---\n\n# Smart Bug Fix\n\n## Purpose\n\nSystematically debug and fix bugs using root cause analysis, multi-model reasoning, and automated testing.\n\n## Specialist Agent\n\nI am a debugging specialist using systematic problem-solving methodology.\n\n**Methodology** (Root Cause + Fix + Validate Pattern):\n1. Deep root cause analysis (5 Whys, inverse reasoning)\n2. Multi-model reasoning for fix approaches\n3. Codex auto-fix in isolated sandbox\n4. Comprehensive testing with iteration\n5. Regression validation\n6. Performance impact analysis\n\n**Models Used**:\n- **Claude (RCA)**: Deep root cause analysis\n- **Codex (Fix)**: Rapid fix implementation\n- **Claude (Validation)**: Comprehensive testing\n- **Gemini (Context)**: Large codebase analysis if needed\n\n**Output**: Fixed code with test validation and impact analysis\n\n## Input Contract\n\n```yaml\ninput:\n  bug_description: string (required)\n  context_path: string (directory or file, required)\n  reproduction_steps: string (optional)\n  error_logs: string (optional)\n  depth: enum[shallow, normal, deep] (default: deep)\n```\n\n## Output Contract\n\n```yaml\noutput:\n  root_cause: object\n    identified: string\n    contributing_factors: array[string]\n    evidence: array[string]\n  fix_applied: object\n    changes: array[file_change]\n    reasoning: string\n    alternatives_considered: array[string]\n  validation: object\n    tests_passed: boolean\n    regression_check: boolean\n    performance_impact: string\n  confidence: number (0-1)\n```\n\n## Execution Flow\n\n```bash\n#!\u002Fbin\u002Fbash\nset -e\n\nBUG_DESC=\"$1\"\nCONTEXT_PATH=\"$2\"\n\necho \"=== Smart Bug Fix Workflow ===\"\n\n# PHASE 1: Root Cause Analysis\necho \"[1\u002F6] Performing deep root cause analysis...\"\nnpx claude-flow agent-rca \"$BUG_DESC\" \\\n  --context \"$CONTEXT_PATH\" \\\n  --depth deep \\\n  --output rca-report.md\n\n# PHASE 2: Context Analysis (if large codebase)\nLOC=$(find \"$CONTEXT_PATH\" -name \"*.js\" -o -name \"*.ts\" | xargs wc -l | tail -1 | awk '{print $1}')\nif [ \"$LOC\" -gt 10000 ]; then\n  echo \"[2\u002F6] Large codebase detected - analyzing with Gemini MegaContext...\"\n  gemini \"Analyze patterns related to: $BUG_DESC\" \\\n    --files \"$CONTEXT_PATH\" \\\n    --model gemini-2.0-flash \\\n    --output context-analysis.md\nelse\n  echo \"[2\u002F6] Standard codebase - skipping mega-context analysis\"\nfi\n\n# PHASE 3: Alternative Solutions (multi-model reasoning)\necho \"[3\u002F6] Generating fix approaches...\"\n# Claude approach (from RCA)\nCLAUDE_FIX=$(cat rca-report.md | grep \"Solution\" -A 10)\n\n# Codex alternative approach\ncodex --reasoning-mode \"Alternative approaches to fix: $BUG_DESC\" \\\n  --context rca-report.md \\\n  --output codex-alternatives.md\n\n# PHASE 4: Implement Fix with Codex Auto\necho \"[4\u002F6] Implementing fix with Codex Auto...\"\ncodex --full-auto \"Fix bug: $BUG_DESC based on RCA findings\" \\\n  --context rca-report.md \\\n  --context \"$CONTEXT_PATH\" \\\n  --sandbox true \\\n  --network-disabled \\\n  --output fix-implementation\u002F\n\n# PHASE 5: Comprehensive Testing with Iteration\necho \"[5\u002F6] Testing fix with Codex iteration...\"\nnpx claude-flow functionality-audit fix-implementation\u002F \\\n  --model codex-auto \\\n  --max-iterations 5 \\\n  --sandbox true \\\n  --regression-check true \\\n  --output test-results.json\n\n# Check if tests passed\nTESTS_PASSED=$(cat test-results.json | jq '.all_passed')\nif [ \"$TESTS_PASSED\" != \"true\" ]; then\n  echo \"⚠️ Tests failed after 5 iterations - escalating to user\"\n  exit 1\nfi\n\n# PHASE 6: Performance Impact Analysis\necho \"[6\u002F6] Analyzing performance impact...\"\nnpx claude-flow analysis performance-report \\\n  --compare-before-after \\\n  --export performance-impact.json\n\n# Display summary\necho \"\"\necho \"================================================================\"\necho \"Bug Fix Complete!\"\necho \"================================================================\"\necho \"\"\necho \"Root Cause: $(cat rca-report.md | grep 'Primary Root Cause' -A 2 | tail -1)\"\necho \"Tests: ✓ All passing\"\necho \"Regression: ✓ No regressions detected\"\necho \"Performance Impact: $(cat performance-impact.json | jq '.impact_summary')\"\necho \"\"\necho \"Files changed:\"\nfind fix-implementation\u002F -name \"*.js\" -o -name \"*.ts\" | head -10\necho \"\"\n```\n\n## Integration Points\n\n### Cascades\n- Part of `\u002Fbug-triage-workflow` cascade\n- Used by `\u002Fproduction-incident-response` cascade\n- Invoked by `\u002Ffix-bug` command\n\n### Commands\n- Uses: `\u002Fagent-rca`, `\u002Fgemini-megacontext`, `\u002Fcodex-auto`, `\u002Ffunctionality-audit`\n- Chains with: `\u002Fstyle-audit`, `\u002Fperformance-report`\n\n### Other Skills\n- Input to `regression-validator` skill\n- Used by `incident-response` skill\n- Integrates with `code-review-assistant`\n\n## Advanced Features\n\n### Automatic RCA Depth Selection\n\n```javascript\nfunction selectRCADepth(bugDescription, errorLogs) {\n  if (errorLogs.includes(\"intermittent\") || errorLogs.includes(\"race condition\")) {\n    return \"deep\"; \u002F\u002F Complex issues need deep analysis\n  } else if (errorLogs.includes(\"TypeError\") || errorLogs.includes(\"undefined\")) {\n    return \"normal\"; \u002F\u002F Common errors need normal analysis\n  } else {\n    return \"shallow\"; \u002F\u002F Simple issues\n  }\n}\n```\n\n### Multi-Model Fix Approach\n\n```yaml\nfix_strategy:\n  1. Claude RCA → Deep understanding\n  2. Codex alternatives → Multiple approaches\n  3. Codex auto-fix → Rapid implementation\n  4. Claude validation → Comprehensive testing\n```\n\n### Codex Iteration Loop\n\n```\nTest → FAIL → Codex fix → Test → FAIL → Codex fix → Test → PASS → Apply\n↑                                                                    ↓\n└────────────────── Max 5 iterations ──────────────────────────────┘\n```\n\n## Usage Example\n\n```bash\n# Fix bug with description\nsmart-bug-fix \"API timeout under load\" src\u002Fapi\u002F\n\n# Fix with reproduction steps\nsmart-bug-fix \"Login fails on Firefox\" src\u002Fauth\u002F \\\n  --reproduction-steps \"1. Open Firefox 2. Try login 3. See error\"\n\n# Fix with error logs\nsmart-bug-fix \"Database connection fails\" src\u002Fdb\u002F \\\n  --error-logs \"logs\u002Ferror.log\"\n```\n\n## Failure Modes\n\n- **RCA inconclusive**: Request more context, run additional diagnostics\n- **Codex fix fails tests**: Try alternative approach, escalate if max iterations reached\n- **Regression detected**: Rollback fix, analyze conflicting requirements\n- **Performance degradation**: Optimize fix, consider alternative approach\n","# Smart Bug Fix\n\n## Purpose\n\nSystematically debug and fix bugs using root cause analysis, multi-model reasoning, and automated testing.\n\n## Specialist Agent\n\nI am a debugging specialist using systematic problem-solving methodology.\n\n**Methodology** (Root Cause + Fix + Validate Pattern):\n1. Deep root cause analysis (5 Whys, inverse reasoning)\n2. Multi-model reasoning for fix approaches\n3. Codex auto-fix in isolated sandbox\n4. Comprehensive testing with iteration\n5. Regression validation\n6. Performance impact analysis\n\n**Models Used**:\n- **Claude (RCA)**: Deep root cause analysis\n- **Codex (Fix)**: Rapid fix implementation\n- **Claude (Validation)**: Comprehensive testing\n- **Gemini (Context)**: Large codebase analysis if needed\n\n**Output**: Fixed code with test validation and impact analysis\n\n## Input Contract\n\n```yaml\ninput:\n  bug_description: string (required)\n  context_path: string (directory or file, required)\n  reproduction_steps: string (optional)\n  error_logs: string (optional)\n  depth: enum[shallow, normal, deep] (default: deep)\n```\n\n## Output Contract\n\n```yaml\noutput:\n  root_cause: object\n    identified: string\n    contributing_factors: array[string]\n    evidence: array[string]\n  fix_applied: object\n    changes: array[file_change]\n    reasoning: string\n    alternatives_considered: array[string]\n  validation: object\n    tests_passed: boolean\n    regression_check: boolean\n    performance_impact: string\n  confidence: number (0-1)\n```\n\n## Execution Flow\n\n```bash\n#!\u002Fbin\u002Fbash\nset -e\n\nBUG_DESC=\"$1\"\nCONTEXT_PATH=\"$2\"\n\necho \"=== Smart Bug Fix Workflow ===\"\n\n# PHASE 1: Root Cause Analysis\necho \"[1\u002F6] Performing deep root cause analysis...\"\nnpx claude-flow agent-rca \"$BUG_DESC\" \\\n  --context \"$CONTEXT_PATH\" \\\n  --depth deep \\\n  --output rca-report.md\n\n# PHASE 2: Context Analysis (if large codebase)\nLOC=$(find \"$CONTEXT_PATH\" -name \"*.js\" -o -name \"*.ts\" | xargs wc -l | tail -1 | awk '{print $1}')\nif [ \"$LOC\" -gt 10000 ]; then\n  echo \"[2\u002F6] Large codebase detected - analyzing with Gemini MegaContext...\"\n  gemini \"Analyze patterns related to: $BUG_DESC\" \\\n    --files \"$CONTEXT_PATH\" \\\n    --model gemini-2.0-flash \\\n    --output context-analysis.md\nelse\n  echo \"[2\u002F6] Standard codebase - skipping mega-context analysis\"\nfi\n\n# PHASE 3: Alternative Solutions (multi-model reasoning)\necho \"[3\u002F6] Generating fix approaches...\"\n# Claude approach (from RCA)\nCLAUDE_FIX=$(cat rca-report.md | grep \"Solution\" -A 10)\n\n# Codex alternative approach\ncodex --reasoning-mode \"Alternative approaches to fix: $BUG_DESC\" \\\n  --context rca-report.md \\\n  --output codex-alternatives.md\n\n# PHASE 4: Implement Fix with Codex Auto\necho \"[4\u002F6] Implementing fix with Codex Auto...\"\ncodex --full-auto \"Fix bug: $BUG_DESC based on RCA findings\" \\\n  --context rca-report.md \\\n  --context \"$CONTEXT_PATH\" \\\n  --sandbox true \\\n  --network-disabled \\\n  --output fix-implementation\u002F\n\n# PHASE 5: Comprehensive Testing with Iteration\necho \"[5\u002F6] Testing fix with Codex iteration...\"\nnpx claude-flow functionality-audit fix-implementation\u002F \\\n  --model codex-auto \\\n  --max-iterations 5 \\\n  --sandbox true \\\n  --regression-check true \\\n  --output test-results.json\n\n# Check if tests passed\nTESTS_PASSED=$(cat test-results.json | jq '.all_passed')\nif [ \"$TESTS_PASSED\" != \"true\" ]; then\n  echo \"⚠️ Tests failed after 5 iterations - escalating to user\"\n  exit 1\nfi\n\n# PHASE 6: Performance Impact Analysis\necho \"[6\u002F6] Analyzing performance impact...\"\nnpx claude-flow analysis performance-report \\\n  --compare-before-after \\\n  --export performance-impact.json\n\n# Display summary\necho \"\"\necho \"================================================================\"\necho \"Bug Fix Complete!\"\necho \"================================================================\"\necho \"\"\necho \"Root Cause: $(cat rca-report.md | grep 'Primary Root Cause' -A 2 | tail -1)\"\necho \"Tests: ✓ All passing\"\necho \"Regression: ✓ No regressions detected\"\necho \"Performance Impact: $(cat performance-impact.json | jq '.impact_summary')\"\necho \"\"\necho \"Files changed:\"\nfind fix-implementation\u002F -name \"*.js\" -o -name \"*.ts\" | head -10\necho \"\"\n```\n\n## Integration Points\n\n### Cascades\n- Part of `\u002Fbug-triage-workflow` cascade\n- Used by `\u002Fproduction-incident-response` cascade\n- Invoked by `\u002Ffix-bug` command\n\n### Commands\n- Uses: `\u002Fagent-rca`, `\u002Fgemini-megacontext`, `\u002Fcodex-auto`, `\u002Ffunctionality-audit`\n- Chains with: `\u002Fstyle-audit`, `\u002Fperformance-report`\n\n### Other Skills\n- Input to `regression-validator` skill\n- Used by `incident-response` skill\n- Integrates with `code-review-assistant`\n\n## Advanced Features\n\n### Automatic RCA Depth Selection\n\n```javascript\nfunction selectRCADepth(bugDescription, errorLogs) {\n  if (errorLogs.includes(\"intermittent\") || errorLogs.includes(\"race condition\")) {\n    return \"deep\"; \u002F\u002F Complex issues need deep analysis\n  } else if (errorLogs.includes(\"TypeError\") || errorLogs.includes(\"undefined\")) {\n    return \"normal\"; \u002F\u002F Common errors need normal analysis\n  } else {\n    return \"shallow\"; \u002F\u002F Simple issues\n  }\n}\n```\n\n### Multi-Model Fix Approach\n\n```yaml\nfix_strategy:\n  1. Claude RCA → Deep understanding\n  2. Codex alternatives → Multiple approaches\n  3. Codex auto-fix → Rapid implementation\n  4. Claude validation → Comprehensive testing\n```\n\n### Codex Iteration Loop\n\n```\nTest → FAIL → Codex fix → Test → FAIL → Codex fix → Test → PASS → Apply\n↑                                                                    ↓\n└────────────────── Max 5 iterations ──────────────────────────────┘\n```\n\n## Usage Example\n\n```bash\n# Fix bug with description\nsmart-bug-fix \"API timeout under load\" src\u002Fapi\u002F\n\n# Fix with reproduction steps\nsmart-bug-fix \"Login fails on Firefox\" src\u002Fauth\u002F \\\n  --reproduction-steps \"1. Open Firefox 2. Try login 3. 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