ln-014-agent-instructions-manager
Creates missing instruction files (CLAUDE.md, AGENTS.md, GEMINI.md), audits token budget, prompt cache safety, cross-agent consistency. Use after setup or when instruction files need alignment.
ln-015-hex-line-uninstaller
Removes hex-line hooks, output style, and cached files from the system. Use when hex-line MCP needs to be fully uninstalled.
ln-020-codegraph
Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview. Use when starting work on unfamiliar codebase or before refactoring.
ln-1000-pipeline-orchestrator
Drives a Story through full pipeline (tasks, validation, execution, quality). Use when executing a Story end-to-end from kanban board.
ln-160-docs-skill-extractor
Extracts procedural content from project docs into .claude/commands skills. Use when docs contain deploy, test, or troubleshoot procedures.
ln-161-skill-creator
Creates .claude/commands from procedural doc sections. Use when transforming documentation prose into executable skill files.
ln-162-skill-reviewer
Reviews skills (D1-D11 + M1-M6 criteria) or .claude/commands for quality. Use when validating skill correctness before release.
ln-310-multi-agent-validator
Validates Stories, plans, or context via deterministic multi-agent review with runtime-controlled status gates. Use before execution or approval.
ln-510-quality-coordinator
Coordinates code quality checks: metrics, cleanup, agent review, regression, log analysis. Use when Story needs quality_verdict with aggregated results.
ln-511-code-quality-checker
Checks DRY/KISS/YAGNI/architecture compliance with quantitative Code Quality Score. Use when implementation tasks are Done and need quality scoring.
ln-512-tech-debt-cleaner
Auto-fixes low-risk tech debt (unused imports, dead code, commented-out code) with >=90% confidence. Use when audit findings need safe automated cleanup.
ln-513-regression-checker
Runs existing test suite to catch regressions after implementation changes. Use when Story needs regression verification. No status changes.
ln-514-test-log-analyzer
Analyzes application logs: classifies errors, checks log quality, maps stack traces to source. Use when logs need review after test runs or during development.
ln-520-test-planner
Orchestrates test planning pipeline: research, manual testing, automated test planning. Use when Story needs comprehensive test coverage planning.
ln-521-test-researcher
Researches real-world problems, competitor solutions, and customer complaints for a feature domain. Use before test planning to ground tests in actual user pain points.
ln-522-manual-tester
Performs manual testing of Story AC via executable bash scripts in tests/manual/. Use when Story implementation needs hands-on AC verification.
ln-523-auto-test-planner
Plans automated tests (E2E/Integration/Unit) using Risk-Based Testing after manual testing. Use when Story needs a test task with prioritized scenarios.
ln-610-docs-auditor
Coordinates audit of project knowledge surfaces: markdown documentation plus inline code documentation (comments/docstrings). Use when auditing project documentation.
ln-611-docs-structure-auditor
Checks hierarchy, links, SSOT, compression, requirements compliance, freshness, legacy cleanup. Use when auditing documentation structure.
ln-612-semantic-content-auditor
Checks document semantic content against SCOPE and project goals, coverage gaps, off-topic content, SSOT. Use when auditing documentation relevance.
ln-613-code-comments-auditor
Checks inline code documentation quality: WHY-not-WHAT, density, forbidden content, docstrings quality, actuality, legacy cleanup. Use when auditing comments and docstrings.
ln-614-docs-fact-checker
Verifies claims in .md files (paths, versions, counts, configs, endpoints) against codebase, cross-checks contradictions. Use when auditing docs accuracy.
ln-636-manual-test-auditor
Checks manual test scripts for harness adoption, golden files, fail-fast, config sourcing, idempotency. Use when auditing manual test quality.
ln-637-test-structure-auditor
Checks test file organization, directory layout, test-to-source mapping, domain grouping, co-location. Use when auditing test structure.
ln-643-api-contract-auditor
Checks layer leakage in method signatures, missing DTOs, entity leakage to API, inconsistent error contracts. Use when auditing API contracts.
ln-644-dependency-graph-auditor
Builds dependency graph, detects cycles, validates boundary rules, calculates coupling metrics (Ca/Ce/I). Use when auditing dependency structure.
ln-645-open-source-replacer
Discovers custom modules replaceable by OSS, evaluates alternatives (stars, license, CVE), generates migration plan. Use when reducing custom code.
ln-646-project-structure-auditor
Checks file hygiene, ignore files, framework conventions, domain/layer organization, naming. Use when auditing project structure.
ln-647-env-config-auditor
Checks env var config sync, missing defaults, naming conventions, startup validation. Use when auditing environment configuration.
ln-650-persistence-performance-auditor
Coordinates persistence and performance audit across queries, transactions, runtime, and resource lifecycle. Use when auditing data layer performance.
ln-651-query-efficiency-auditor
Checks redundant fetches, N+1 loops, over-fetching, missing bulk operations, wrong caching scope. Use when auditing query efficiency.
ln-652-transaction-correctness-auditor
Checks transaction scope, missing rollback handling, long-held transactions, trigger/notify interaction. Use when auditing transaction correctness.
ln-653-runtime-performance-auditor
Checks blocking IO in async, unnecessary allocations, sync sleep, string concat in loops, redundant copies. Use when auditing runtime performance.
ln-654-resource-lifecycle-auditor
Checks session scope mismatch, missing cleanup, pool config, error path leaks, resource holding. Use when auditing resource lifecycle.
ln-723-seed-data-generator
Generates seed data from ORM schemas or entity definitions to any target format. Use when populating databases for development.
ln-724-artifact-cleaner
Removes platform-specific artifacts from Replit, StackBlitz, CodeSandbox, Glitch. Use when preparing exported projects for production.
ln-810-performance-optimizer
Multi-cycle performance optimization with profiling and bottleneck analysis. Use when optimizing application performance.
ln-811-performance-profiler
Profiles runtime performance with CPU, memory, and I/O metrics. Use when measuring bottlenecks before optimization.
ln-812-optimization-researcher
Researches competitive benchmarks and generates optimization hypotheses for identified bottlenecks. Use after profiling.
ln-813-optimization-plan-validator
Validates optimization plan via multi-agent review before execution. Use when verifying feasibility of optimization hypotheses.
ln-814-optimization-executor
Executes optimization hypotheses with keep/discard testing loop. Use when applying validated performance improvements.
ln-820-dependency-optimization-coordinator
Upgrades dependencies across all detected package managers. Use when updating npm, NuGet, or pip packages project-wide.
ln-821-npm-upgrader
Upgrades npm/yarn/pnpm dependencies with breaking change handling. Use when updating JavaScript/TypeScript dependencies.
ln-822-nuget-upgrader
Upgrades .NET NuGet packages with breaking change handling. Use when updating .NET dependencies.
ln-823-pip-upgrader
Upgrades Python pip/poetry/pipenv dependencies with breaking change handling. Use when updating Python dependencies.
ln-830-code-modernization-coordinator
Modernizes codebase via OSS replacement and bundle optimization. Use when acting on audit findings to reduce custom code.
ln-831-oss-replacer
Replaces custom modules with OSS packages using atomic keep/discard testing. Use when migrating custom code to established libraries.
ln-832-bundle-optimizer
Reduces JS/TS bundle size via tree-shaking, code splitting, and unused dependency removal. Use when optimizing frontend bundle size.
ln-840-benchmark-compare
Runs built-in vs hex-line benchmark with scenario manifests, activation checks, and diff-based correctness. Use when measuring hex-line MCP performance against built-in tools.
ln-910-community-engagement
Analyzes community health and delegates engagement tasks. Use when managing GitHub issues, discussions, and announcements.
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