[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FJQZRT818TYAH4WP7H5WCB":3,"skill-same:01M6FJQZRT818TYAH4WP7H5WCB":55},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":29,"linkOnly":30,"markdownContent":31,"markdownBody":32,"frontMatter":33,"refName":34,"commitSha":35,"skillDirectory":36,"forksCount":37,"repositoryHtmlUrl":38,"repositoryHomepageUrl":6,"ownerHtmlUrl":39,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":40,"install":41,"resources":54},"01M6FJQZRT818TYAH4WP7H5WCB","ln-810-performance-optimization-coordinator",null,"Coordinates performance optimization: algorithm, query, and runtime workers in parallel","boisenoise\u002Fskills-collections","boisenoise","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F193180?v=4","01M6CDBDQK6BDN55ZMA6B6PKBM","01M6CDBDVSJ3JPTBYN26FZ7TZK",12,"MIT","https:\u002F\u002Fgithub.com\u002Fboisenoise\u002Fskills-collections\u002Fblob\u002Fmain\u002Fskills\u002Flevn-ln-810-performance-optimization-coordinator\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28],"performance","Optimization","performance optimization","ln 810 performance optimization coordinator","coordinator","ln","parallel","workers","coordinates","query","runtime","2026-11-10 10:12:30",false,"---\nname: ln-810-performance-optimization-coordinator\ndescription: \"Coordinates performance optimization: algorithm, query, and runtime workers in parallel\"\nlicense: MIT\n---\n\n> **Paths:** File paths (`shared\u002F`, `references\u002F`, `..\u002Fln-*`) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root.\n\n# ln-810-performance-optimization-coordinator\n\n**Type:** L2 Domain Coordinator\n**Category:** 8XX Optimization\n\nCoordinates performance optimization by delegating to L3 workers: ln-811 (algorithm), ln-812 (query), ln-813 (runtime). Workers run in parallel when inputs are independent.\n\n---\n\n## Overview\n\n| Aspect | Details |\n|--------|---------|\n| **Input** | Target file\u002Fmodule OR audit report (ln-650 output) |\n| **Output** | Optimized code with verification proof |\n| **Workers** | ln-811 (algorithm), ln-812 (query), ln-813 (runtime) |\n\n---\n\n## Workflow\n\n**Phases:** Pre-flight → Analyze Input → Delegate → Collect → Verify → Report\n\n---\n\n## Phase 0: Pre-flight Checks\n\n| Check | Required | Action if Missing |\n|-------|----------|-------------------|\n| Target file OR audit report | Yes | Block optimization |\n| Git clean state | Yes | Block (need clean baseline for revert) |\n| Test infrastructure | Yes | Block (workers need tests for keep\u002Fdiscard) |\n\n**MANDATORY READ:** Load `shared\u002Freferences\u002Fci_tool_detection.md` for test\u002Fbuild detection.\n\n---\n\n## Phase 1: Analyze Input\n\n### Input Sources\n\n| Source | Detection | Workers Activated |\n|--------|-----------|-------------------|\n| `docs\u002Fproject\u002Fpersistence_audit.md` | ln-650 output exists | ln-812 (query) + ln-813 (runtime) |\n| Target file + function | User-specified | ln-811 (algorithm) |\n| Full audit report | All ln-65X sections present | All three workers |\n\n### Worker Selection\n\n| Condition | ln-811 | ln-812 | ln-813 |\n|-----------|--------|--------|--------|\n| Target function specified | Yes | No | No |\n| ln-651 findings present | No | Yes | No |\n| ln-653 findings present | No | No | Yes |\n| All audit findings | Conditional* | Yes | Yes |\n\n*ln-811 activated only if specific algorithmic inefficiency identified in audit.\n\n---\n\n## Phase 2: Delegate to Workers\n\n> **CRITICAL:** All delegations use Agent tool with `subagent_type: \"general-purpose\"` and `isolation: \"worktree\"` — each worker creates its own branch per `shared\u002Freferences\u002Fgit_worktree_fallback.md`.\n\n### Delegation Protocol\n\n```\nFOR each selected worker:\n  Agent(description: \"Optimize via ln-81X\",\n       prompt: \"Execute optimization worker.\n\nStep 1: Invoke worker:\n  Skill(skill: \\\"ln-81X-{worker}\\\")\n\nCONTEXT:\n{delegationContext}\",\n       subagent_type: \"general-purpose\",\n       isolation: \"worktree\")\n```\n\n### Delegation Context\n\n| Field | Type | Description |\n|-------|------|-------------|\n| projectPath | string | Absolute path to project |\n| auditReport | string | Path to persistence_audit.md (if applicable) |\n| targetFile | string | Target file path (if applicable) |\n| targetFunction | string | Target function name (if applicable) |\n| options.runTests | bool | Run tests after optimization |\n| options.runLint | bool | Run lint after optimization |\n\n### Parallelism\n\n| Workers | Can Parallel | Reason |\n|---------|-------------|--------|\n| ln-812 + ln-813 | Yes | Different files, different fix types |\n| ln-811 + ln-812 | Depends | Only if targeting different files |\n| ln-811 + ln-813 | Depends | Only if targeting different files |\n\n**Rules:**\n- If workers target the SAME file, run sequentially (ln-811 first, then ln-812\u002F813).\n- **Dependent workers share branch:** If worker B depends on worker A's output (e.g., ln-813 needs ln-812's query changes), launch worker B in worker A's branch — so B sees A's changes.\n\n---\n\n## Phase 3: Collect Results\n\nEach worker produces an isolated branch. Coordinator aggregates branch reports.\n\n### Worker Branches\n\n| Worker | Branch Pattern | Contents |\n|--------|---------------|----------|\n| ln-811 | `optimize\u002Fln-811-{function}-{ts}` | Algorithm optimizations with benchmarks |\n| ln-812 | `optimize\u002Fln-812-{ts}` | Query optimizations |\n| ln-813 | `optimize\u002Fln-813-{ts}` | Runtime optimizations |\n\n### Result Schema\n\n| Field | Type | Description |\n|-------|------|-------------|\n| worker | string | ln-811, ln-812, or ln-813 |\n| status | enum | success, partial, failed |\n| branch | string | Worker's result branch name |\n| fixes_applied | int | Number of kept optimizations |\n| fixes_discarded | int | Number of discarded attempts |\n| details | object | Worker-specific report |\n\n---\n\n## Phase 4: Aggregate Reports\n\nEach worker verified independently in its branch (tests, build, lint run by worker itself). Coordinator does NOT rerun verification or revert worker changes.\n\n### On Failure\n\n1. Branch with failing tests logged as \"failed\" in report\n2. User reviews failed branch independently\n\n---\n\n## Phase 5: Report Summary\n\n### Report Schema\n\n| Field | Description |\n|-------|-------------|\n| input_source | Audit report or target file |\n| workers_activated | Which workers ran |\n| total_fixes_applied | Sum across all workers |\n| total_fixes_discarded | Sum across all workers |\n| build_verified | PASSED or FAILED |\n| per_worker[] | Individual worker reports |\n| algorithm_improvement | Benchmark improvement % (ln-811 only) |\n\n---\n\n## Configuration\n\n```yaml\nOptions:\n  # Input\n  audit_report: \"docs\u002Fproject\u002Fpersistence_audit.md\"\n  target_file: \"\"\n  target_function: \"\"\n\n  # Workers\n  enable_algorithm: true\n  enable_query: true\n  enable_runtime: true\n\n  # Verification\n  run_tests: true\n  run_build: true\n  run_lint: true\n\n  # Safety\n  revert_on_build_failure: true\n```\n\n---\n\n## Error Handling\n\n### Recoverable Errors\n\n| Error | Recovery |\n|-------|----------|\n| Worker timeout | Log timeout, continue with other workers |\n| Single worker failure | Revert worker changes, report partial success |\n| Build failure | Revert last worker, re-verify |\n\n### Fatal Errors\n\n| Error | Action |\n|-------|--------|\n| No workers activated | Report \"no optimization targets found\" |\n| All workers failed | Report failures, suggest manual review |\n| Dirty git state | Block with \"commit or stash changes first\" |\n\n---\n\n## References\n\n- `..\u002Fln-811-algorithm-optimizer\u002FSKILL.md`\n- `..\u002Fln-812-query-optimizer\u002FSKILL.md`\n- `..\u002Fln-813-runtime-optimizer\u002FSKILL.md`\n- `shared\u002Freferences\u002Fci_tool_detection.md`\n\n---\n\n## Definition of Done\n\n- Input analyzed (audit report or target file\u002Ffunction)\n- Appropriate workers selected based on input type\n- Workers delegated with worktree isolation (`isolation: \"worktree\"`)\n- Each worker produces isolated branch, pushed to remote\n- Coordinator report aggregates per-worker results (branch, fixes, status)\n\n---\n\n## Phase 6: Meta-Analysis\n\n**MANDATORY READ:** Load `shared\u002Freferences\u002Fmeta_analysis_protocol.md`\n\nSkill type: `optimization-coordinator`. Run after all phases complete. Output to chat using the `optimization-coordinator` format.\n\n---\n\n**Version:** 1.0.0\n**Last Updated:** 2026-03-08\n","> **Paths:** File paths (`shared\u002F`, `references\u002F`, `..\u002Fln-*`) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root.\n\n# ln-810-performance-optimization-coordinator\n\n**Type:** L2 Domain Coordinator\n**Category:** 8XX Optimization\n\nCoordinates performance optimization by delegating to L3 workers: ln-811 (algorithm), ln-812 (query), ln-813 (runtime). Workers run in parallel when inputs are independent.\n\n---\n\n## Overview\n\n| Aspect | Details |\n|--------|---------|\n| **Input** | Target file\u002Fmodule OR audit report (ln-650 output) |\n| **Output** | Optimized code with verification proof |\n| **Workers** | ln-811 (algorithm), ln-812 (query), ln-813 (runtime) |\n\n---\n\n## Workflow\n\n**Phases:** Pre-flight → Analyze Input → Delegate → Collect → Verify → Report\n\n---\n\n## Phase 0: Pre-flight Checks\n\n| Check | Required | Action if Missing |\n|-------|----------|-------------------|\n| Target file OR audit report | Yes | Block optimization |\n| Git clean state | Yes | Block (need clean baseline for revert) |\n| Test infrastructure | Yes | Block (workers need tests for keep\u002Fdiscard) |\n\n**MANDATORY READ:** Load `shared\u002Freferences\u002Fci_tool_detection.md` for test\u002Fbuild detection.\n\n---\n\n## Phase 1: Analyze Input\n\n### Input Sources\n\n| Source | Detection | Workers Activated |\n|--------|-----------|-------------------|\n| `docs\u002Fproject\u002Fpersistence_audit.md` | ln-650 output exists | ln-812 (query) + ln-813 (runtime) |\n| Target file + function | User-specified | ln-811 (algorithm) |\n| Full audit report | All ln-65X sections present | All three workers |\n\n### Worker Selection\n\n| Condition | ln-811 | ln-812 | ln-813 |\n|-----------|--------|--------|--------|\n| Target function specified | Yes | No | No |\n| ln-651 findings present | No | Yes | No |\n| ln-653 findings present | No | No | Yes |\n| All audit findings | Conditional* | Yes | Yes |\n\n*ln-811 activated only if specific algorithmic inefficiency identified in audit.\n\n---\n\n## Phase 2: Delegate to Workers\n\n> **CRITICAL:** All delegations use Agent tool with `subagent_type: \"general-purpose\"` and `isolation: \"worktree\"` — each worker creates its own branch per `shared\u002Freferences\u002Fgit_worktree_fallback.md`.\n\n### Delegation Protocol\n\n```\nFOR each selected worker:\n  Agent(description: \"Optimize via ln-81X\",\n       prompt: \"Execute optimization worker.\n\nStep 1: Invoke worker:\n  Skill(skill: \\\"ln-81X-{worker}\\\")\n\nCONTEXT:\n{delegationContext}\",\n       subagent_type: \"general-purpose\",\n       isolation: \"worktree\")\n```\n\n### Delegation Context\n\n| Field | Type | Description |\n|-------|------|-------------|\n| projectPath | string | Absolute path to project |\n| auditReport | string | Path to persistence_audit.md (if applicable) |\n| targetFile | string | Target file path (if applicable) |\n| targetFunction | string | Target function name (if applicable) |\n| options.runTests | bool | Run tests after optimization |\n| options.runLint | bool | Run lint after optimization |\n\n### Parallelism\n\n| Workers | Can Parallel | Reason |\n|---------|-------------|--------|\n| ln-812 + ln-813 | Yes | Different files, different fix types |\n| ln-811 + ln-812 | Depends | Only if targeting different files |\n| ln-811 + ln-813 | Depends | Only if targeting different files |\n\n**Rules:**\n- If workers target the SAME file, run sequentially (ln-811 first, then ln-812\u002F813).\n- **Dependent workers share branch:** If worker B depends on worker A's output (e.g., ln-813 needs ln-812's query changes), launch worker B in worker A's branch — so B sees A's changes.\n\n---\n\n## Phase 3: Collect Results\n\nEach worker produces an isolated branch. Coordinator aggregates branch reports.\n\n### Worker Branches\n\n| Worker | Branch Pattern | Contents |\n|--------|---------------|----------|\n| ln-811 | `optimize\u002Fln-811-{function}-{ts}` | Algorithm optimizations with benchmarks |\n| ln-812 | `optimize\u002Fln-812-{ts}` | Query optimizations |\n| ln-813 | `optimize\u002Fln-813-{ts}` | Runtime optimizations |\n\n### Result Schema\n\n| Field | Type | Description |\n|-------|------|-------------|\n| worker | string | ln-811, ln-812, or ln-813 |\n| status | enum | success, partial, failed |\n| branch | string | Worker's result branch name |\n| fixes_applied | int | Number of kept optimizations |\n| fixes_discarded | int | Number of discarded attempts |\n| details | object | Worker-specific report |\n\n---\n\n## Phase 4: Aggregate Reports\n\nEach worker verified independently in its branch (tests, build, lint run by worker itself). Coordinator does NOT rerun verification or revert worker changes.\n\n### On Failure\n\n1. Branch with failing tests logged as \"failed\" in report\n2. User reviews failed branch independently\n\n---\n\n## Phase 5: Report Summary\n\n### Report Schema\n\n| Field | Description |\n|-------|-------------|\n| input_source | Audit report or target file |\n| workers_activated | Which workers ran |\n| total_fixes_applied | Sum across all workers |\n| total_fixes_discarded | Sum across all workers |\n| build_verified | PASSED or FAILED |\n| per_worker[] | Individual worker reports |\n| algorithm_improvement | Benchmark improvement % (ln-811 only) |\n\n---\n\n## Configuration\n\n```yaml\nOptions:\n  # Input\n  audit_report: \"docs\u002Fproject\u002Fpersistence_audit.md\"\n  target_file: \"\"\n  target_function: \"\"\n\n  # Workers\n  enable_algorithm: true\n  enable_query: true\n  enable_runtime: true\n\n  # Verification\n  run_tests: true\n  run_build: true\n  run_lint: true\n\n  # Safety\n  revert_on_build_failure: true\n```\n\n---\n\n## Error Handling\n\n### Recoverable Errors\n\n| Error | Recovery |\n|-------|----------|\n| Worker timeout | Log timeout, continue with other workers |\n| Single worker failure | Revert worker changes, report partial success |\n| Build failure | Revert last worker, re-verify |\n\n### Fatal Errors\n\n| Error | Action |\n|-------|--------|\n| No workers activated | Report \"no optimization targets found\" |\n| All workers failed | Report failures, suggest manual review |\n| Dirty git state | Block with \"commit or stash changes first\" |\n\n---\n\n## References\n\n- `..\u002Fln-811-algorithm-optimizer\u002FSKILL.md`\n- `..\u002Fln-812-query-optimizer\u002FSKILL.md`\n- `..\u002Fln-813-runtime-optimizer\u002FSKILL.md`\n- `shared\u002Freferences\u002Fci_tool_detection.md`\n\n---\n\n## Definition of Done\n\n- Input analyzed (audit report or target file\u002Ffunction)\n- Appropriate workers selected based on input type\n- Workers delegated with worktree isolation (`isolation: \"worktree\"`)\n- Each worker produces isolated branch, pushed to remote\n- Coordinator report aggregates per-worker results (branch, fixes, status)\n\n---\n\n## Phase 6: Meta-Analysis\n\n**MANDATORY READ:** Load `shared\u002Freferences\u002Fmeta_analysis_protocol.md`\n\nSkill type: `optimization-coordinator`. Run after all phases complete. Output to chat using the `optimization-coordinator` format.\n\n---\n\n**Version:** 1.0.0\n**Last Updated:** 2026-03-08\n",{"name":5,"license":14,"description":7},"main","7bf2279c8a65758319526a721d5c4b75683aec9c","skills\u002Flevn-ln-810-performance-optimization-coordinator",3,"https:\u002F\u002Fgithub.com\u002Fboisenoise\u002Fskills-collections","https:\u002F\u002Fgithub.com\u002Fboisenoise","2026-11-12 14:21:24",{"source":8,"skillName":5,"commands":42,"prompt":52,"zipAvailable":53},[43,46,49],{"tool":44,"command":45},"npx","npx skills add boisenoise\u002Fskills-collections --skill ln-810-performance-optimization-coordinator",{"tool":47,"command":48},"bunx","bunx skills add boisenoise\u002Fskills-collections --skill ln-810-performance-optimization-coordinator",{"tool":50,"command":51},"pnpm","pnpm dlx skills add boisenoise\u002Fskills-collections --skill 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tools with team-scoped credentials and a user-approved budget.","https:\u002F\u002Fgithub.com\u002Fboisenoise\u002Fskills-collections\u002Fblob\u002Fmain\u002Fskills\u002Fantigravity-treg\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fboisenoise\u002Fskills-collections\u002Fblob\u002Fmain\u002Fskills\u002Fantigravity-treg\u002FSKILL.md",[93],{"categoryNo":94,"categoryName":95,"taxonomyType":96,"taxonomyTypeDesc":97},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[88,99,100,101,68,69,102,73,103,104,105,106,107,108,109,80,110,111,112,113,85],"MCP","cli","github","license","Budget","credentials","team","catalog","use","call","discover","external 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