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If not found at CWD, locate this SKILL.md directory and go up one level for repo root.\n\n# ln-813-runtime-optimizer\n\n**Type:** L3 Worker\n**Category:** 8XX Optimization\n**Parent:** ln-810-performance-optimization-coordinator\n\nFixes runtime performance issues found by ln-653-runtime-performance-auditor. Each fix verified via tests + lint with keep\u002Fdiscard pattern.\n\n---\n\n## Overview\n\n| Aspect | Details |\n|--------|---------|\n| **Input** | Audit findings from `docs\u002Fproject\u002Fpersistence_audit.md` (ln-653 section) OR target file |\n| **Output** | Optimized code, verification report |\n| **Companion** | ln-653-runtime-performance-auditor (finds issues) → ln-813 (fixes them) |\n\n---\n\n## Workflow\n\n**Phases:** Pre-flight → Load Findings → Prioritize → Fix Loop → Report\n\n---\n\n## Phase 0: Pre-flight Checks\n\n| Check | Required | Action if Missing |\n|-------|----------|-------------------|\n| Audit findings OR target file | Yes | Block optimization |\n| Test infrastructure | Yes | Block (need tests for verification) |\n| Linter available | No | Skip lint step in verification |\n| Git clean state | Yes | Block (need clean baseline for revert) |\n\n**MANDATORY READ:** Load `shared\u002Freferences\u002Fci_tool_detection.md` — use Test Frameworks + Linters sections.\n\n### Worktree & Branch Isolation\n\n**MANDATORY READ:** Load `shared\u002Freferences\u002Fgit_worktree_fallback.md` — use ln-813 row.\n\n---\n\n## Phase 1: Load Findings\n\n### From Audit Report\n\nRead `docs\u002Fproject\u002Fpersistence_audit.md`, extract ln-653 findings:\n\n| Finding Type | Optimization |\n|--------------|-------------|\n| Blocking IO in async | `asyncio.to_thread()`, `aiofiles`, async HTTP client |\n| String concat in loop | `StringBuilder` (.NET), `\"\".join()` (Python), template literals (JS) |\n| Unnecessary allocations | Pre-allocate collections, object pooling, `Span\u003CT>` |\n| Sync sleep in async | `asyncio.sleep()`, `Task.Delay()`, `setTimeout` |\n| Redundant serialization | Cache serialized form, avoid round-trip JSON in memory |\n\n### From Target File\n\nIf no audit report: scan target file for runtime patterns matching the table above.\n\n---\n\n## Phase 2: Prioritize Fixes\n\n| Priority | Criteria |\n|----------|----------|\n| 1 (highest) | Blocking IO in async context (blocks event loop) |\n| 2 | Sync sleep in async (starves thread pool) |\n| 3 | Allocations in hot loop (GC pressure) |\n| 4 | String concatenation patterns |\n| 5 | Other micro-optimizations |\n\n---\n\n## Phase 3: Fix Loop (Keep\u002FDiscard)\n\n### Per-Fix Cycle\n\n```\nFOR each finding (F1..FN):\n  1. APPLY: Edit code (surgical change)\n  2. VERIFY: Run tests\n     IF tests FAIL → DISCARD (revert) → next finding\n  3. VERIFY: Run lint (if available)\n     IF lint FAIL → DISCARD (revert) → next finding\n  4. BOTH PASS → KEEP\n  5. LOG: Record fix for report\n```\n\n### Keep\u002FDiscard Decision\n\n| Condition | Decision |\n|-----------|----------|\n| No tests cover affected file\u002Ffunction | SKIP finding — log as \"uncovered, skipped\" |\n| Tests + lint pass | KEEP |\n| Tests fail | DISCARD + log reason |\n| Lint fail (new warnings) | DISCARD + log reason |\n| Lint unavailable | KEEP (tests sufficient) |\n\n---\n\n## Phase 4: Report Results\n\n### Report Schema\n\n| Field | Description |\n|-------|-------------|\n| source | Audit report path or target file |\n| findings_total | Total findings from audit |\n| fixes_applied | Successfully kept fixes |\n| fixes_discarded | Failed fixes with reasons |\n| fix_details[] | Per-fix: finding type, file, before\u002Fafter description |\n\n---\n\n## Configuration\n\n```yaml\nOptions:\n  # Source\n  audit_report: \"docs\u002Fproject\u002Fpersistence_audit.md\"\n  target_file: \"\"\n\n  # Verification\n  run_tests: true\n  run_lint: true\n\n  # Scope\n  fix_types:\n    - blocking_io\n    - sync_sleep\n    - unnecessary_alloc\n    - string_concat\n    - redundant_serialization\n```\n\n---\n\n## Error Handling\n\n| Error | Cause | Solution |\n|-------|-------|----------|\n| No audit findings | ln-653 not run or no issues | Report \"no findings to optimize\" |\n| Async rewrite complex | Deep call chain affected | Log as manual step, skip |\n| Framework-specific pattern | Unknown async framework | Query Context7\u002FRef for docs |\n\n---\n\n## References\n\n- `..\u002Fln-653-runtime-performance-auditor\u002FSKILL.md` (companion: finds issues)\n- `shared\u002Freferences\u002Fci_tool_detection.md` (test + lint detection)\n\n---\n\n## Definition of Done\n\n- Findings loaded from audit report or target file scan\n- Fixes prioritized (blocking IO first, then sync sleep, allocations, string concat)\n- Each fix applied with keep\u002Fdiscard: tests + lint pass → keep, either fails → discard\n- Report returned with findings total, fixes applied, fixes discarded\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-813-runtime-optimizer\n\n**Type:** L3 Worker\n**Category:** 8XX Optimization\n**Parent:** ln-810-performance-optimization-coordinator\n\nFixes runtime performance issues found by ln-653-runtime-performance-auditor. Each fix verified via tests + lint with keep\u002Fdiscard pattern.\n\n---\n\n## Overview\n\n| Aspect | Details |\n|--------|---------|\n| **Input** | Audit findings from `docs\u002Fproject\u002Fpersistence_audit.md` (ln-653 section) OR target file |\n| **Output** | Optimized code, verification report |\n| **Companion** | ln-653-runtime-performance-auditor (finds issues) → ln-813 (fixes them) |\n\n---\n\n## Workflow\n\n**Phases:** Pre-flight → Load Findings → Prioritize → Fix Loop → Report\n\n---\n\n## Phase 0: Pre-flight Checks\n\n| Check | Required | Action if Missing |\n|-------|----------|-------------------|\n| Audit findings OR target file | Yes | Block optimization |\n| Test infrastructure | Yes | Block (need tests for verification) |\n| Linter available | No | Skip lint step in verification |\n| Git clean state | Yes | Block (need clean baseline for revert) |\n\n**MANDATORY READ:** Load `shared\u002Freferences\u002Fci_tool_detection.md` — use Test Frameworks + Linters sections.\n\n### Worktree & Branch Isolation\n\n**MANDATORY READ:** Load `shared\u002Freferences\u002Fgit_worktree_fallback.md` — use ln-813 row.\n\n---\n\n## Phase 1: Load Findings\n\n### From Audit Report\n\nRead `docs\u002Fproject\u002Fpersistence_audit.md`, extract ln-653 findings:\n\n| Finding Type | Optimization |\n|--------------|-------------|\n| Blocking IO in async | `asyncio.to_thread()`, `aiofiles`, async HTTP client |\n| String concat in loop | `StringBuilder` (.NET), `\"\".join()` (Python), template literals (JS) |\n| Unnecessary allocations | Pre-allocate collections, object pooling, `Span\u003CT>` |\n| Sync sleep in async | `asyncio.sleep()`, `Task.Delay()`, `setTimeout` |\n| Redundant serialization | Cache serialized form, avoid round-trip JSON in memory |\n\n### From Target File\n\nIf no audit report: scan target file for runtime patterns matching the table above.\n\n---\n\n## Phase 2: Prioritize Fixes\n\n| Priority | Criteria |\n|----------|----------|\n| 1 (highest) | Blocking IO in async context (blocks event loop) |\n| 2 | Sync sleep in async (starves thread pool) |\n| 3 | Allocations in hot loop (GC pressure) |\n| 4 | String concatenation patterns |\n| 5 | Other micro-optimizations |\n\n---\n\n## Phase 3: Fix Loop (Keep\u002FDiscard)\n\n### Per-Fix Cycle\n\n```\nFOR each finding (F1..FN):\n  1. APPLY: Edit code (surgical change)\n  2. VERIFY: Run tests\n     IF tests FAIL → DISCARD (revert) → next finding\n  3. VERIFY: Run lint (if available)\n     IF lint FAIL → DISCARD (revert) → next finding\n  4. BOTH PASS → KEEP\n  5. LOG: Record fix for report\n```\n\n### Keep\u002FDiscard Decision\n\n| Condition | Decision |\n|-----------|----------|\n| No tests cover affected file\u002Ffunction | SKIP finding — log as \"uncovered, skipped\" |\n| Tests + lint pass | KEEP |\n| Tests fail | DISCARD + log reason |\n| Lint fail (new warnings) | DISCARD + log reason |\n| Lint unavailable | KEEP (tests sufficient) |\n\n---\n\n## Phase 4: Report Results\n\n### Report Schema\n\n| Field | Description |\n|-------|-------------|\n| source | Audit report path or target file |\n| findings_total | Total findings from audit |\n| fixes_applied | Successfully kept fixes |\n| fixes_discarded | Failed fixes with reasons |\n| fix_details[] | Per-fix: finding type, file, before\u002Fafter description |\n\n---\n\n## Configuration\n\n```yaml\nOptions:\n  # Source\n  audit_report: \"docs\u002Fproject\u002Fpersistence_audit.md\"\n  target_file: \"\"\n\n  # Verification\n  run_tests: true\n  run_lint: true\n\n  # Scope\n  fix_types:\n    - blocking_io\n    - sync_sleep\n    - unnecessary_alloc\n    - string_concat\n    - redundant_serialization\n```\n\n---\n\n## Error Handling\n\n| Error | Cause | Solution |\n|-------|-------|----------|\n| No audit findings | ln-653 not run or no issues | Report \"no findings to optimize\" |\n| Async rewrite complex | Deep call chain affected | Log as manual step, skip |\n| Framework-specific pattern | Unknown async framework | Query Context7\u002FRef for docs |\n\n---\n\n## References\n\n- `..\u002Fln-653-runtime-performance-auditor\u002FSKILL.md` (companion: finds issues)\n- `shared\u002Freferences\u002Fci_tool_detection.md` (test + lint detection)\n\n---\n\n## Definition of Done\n\n- Findings loaded from audit report or target file scan\n- Fixes prioritized (blocking IO first, then sync sleep, allocations, string concat)\n- Each fix applied with keep\u002Fdiscard: tests + lint pass → keep, either fails → discard\n- Report returned with findings total, fixes applied, fixes 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