You are a routing agent. Given a user request and a manifest of available agents, skills, and pipelines, select the BEST agent+skill combination.
USER REQUEST: send my commits to the server
ROUTING MANIFEST:
AGENTS:
  ansible-automation-engineer [verification-before-completion, kubernetes-helm-engineer] — Ansible automation: playbooks, roles, collections, Molecu...
  combat-effects-upgrade [typescript-frontend-engineer, ui-design-engineer, pixijs-combat-renderer] — Zero-dependency combat visual upgrades: CSS particle repl...
  data-engineer [database-engineer, data-analysis] — Data pipelines, ETL/ELT, warehouse design, dimensional mo...
  database-engineer [nodejs-api-engineer, sqlite-peewee-engineer, data-engineer] — Database design, optimization, query performance, migrati...
  github-profile-rules-engineer [codebase-analyzer, generate-claudemd] — Extract coding conventions and style rules from GitHub us...
  golang-general-engineer [go-patterns] — Go development: features, debugging, code review, perform... NOT: tasks using 'go' as a verb (go ahead,...
  golang-general-engineer-compact [go-patterns, go-patterns] — Compact Go development for tight context budgets
  hook-development-engineer [verification-before-completion, python-quality-gate] — Python hook development for Claude Code event-driven syst...
  kotlin-general-engineer [workflow, verification-before-completion, systematic-code-review] — Kotlin development: features, coroutines, debugging, code...
  kubernetes-helm-engineer [verification-before-completion, prometheus-grafana-engineer] — Kubernetes and Helm: deployments, troubleshooting, cloud-...
  mcp-local-docs-engineer [verification-before-completion] — MCP server development for local documentation access in ...
  nextjs-ecommerce-engineer [verification-before-completion, typescript-frontend-engineer] — Use this agent when building a NextJS e-commerce site: sh...
  nodejs-api-engineer [systematic-code-review, database-engineer] — Use this agent when you need expert assistance with NodeJ...
  opensearch-elasticsearch-engineer [verification-before-completion] — OpenSearch/Elasticsearch: cluster management, performance...
  performance-optimization-engineer [verification-before-completion] — Web performance optimization: Core Web Vitals, rendering,...
  perses-engineer [golang-general-engineer, typescript-frontend-engineer, kubernetes-helm-engineer] — Perses observability platform: dashboards, plugins, opera...
  php-general-engineer [workflow, verification-before-completion, systematic-code-review] — PHP development: features, debugging, code quality, secur...
  pipeline-orchestrator-engineer [workflow, codebase-analyzer, routing-table-updater] — Pipeline orchestration: scaffold multi-component workflow...
  pixijs-combat-renderer [typescript-frontend-engineer, ui-design-engineer, combat-effects-upgrade] — PixiJS v8 2D WebGL combat rendering: @pixi/react hybrid c...
  project-coordinator-engineer [workflow, subagent-driven-development] — Multi-agent project coordination: task breakdown, depende...
  prometheus-grafana-engineer [verification-before-completion, kubernetes-helm-engineer] — Prometheus and Grafana: monitoring, alerting, dashboard d...
  python-general-engineer [python-quality-gate] — Python development: features, debugging, code review, per...
  python-openstack-engineer [python-quality-gate, python-general-engineer] — OpenStack Python development: Nova, Neutron, Cinder, Oslo...
  rabbitmq-messaging-engineer [verification-before-completion] — RabbitMQ: message queue architecture, clustering, high-av...
  react-native-engineer [universal-quality-gate] — React Native and Expo development: performance, animation... NOT: React web apps (use typescript-fronte...
  react-portfolio-engineer [ui-design-engineer, typescript-frontend-engineer] — React portfolio/gallery sites for creatives: React 18+, Next
  research-coordinator-engineer [workflow, subagent-driven-development] — Research coordination: systematic investigation, multi-so...
  research-subagent-executor [research-coordinator-engineer] — Research subagent execution: OODA-loop investigation, int...
  reviewer-code [workflow, parallel-code-review, systematic-code-review] — Code quality review: conventions, naming, dead code, perf...
  reviewer-domain [workflow, parallel-code-review, systematic-code-review] — Domain-specific review: ADR compliance, business logic, S...
  reviewer-perspectives [systematic-code-review, workflow] — Multi-perspective review: newcomer, senior, pedant, contr...
  reviewer-system [workflow, systematic-code-review, parallel-code-review] — System-level review: security, concurrency, error handlin...
  rive-skeletal-animator [typescript-frontend-engineer, ui-design-engineer, pixijs-combat-renderer] — Rive skeletal animation: @rive-app/react-canvas, state ma...
  sqlite-peewee-engineer [python-general-engineer, database-engineer] — SQLite with Peewee ORM: model definition, query optimizat...
  swift-general-engineer [workflow, verification-before-completion, systematic-code-review] — Swift development: iOS, macOS, server-side Swift, SwiftUI...
  system-upgrade-engineer [toolkit-evolution, agent-evaluation, codebase-analyzer] — Systematic toolkit upgrades: adapt agents, skills, hooks ...
  technical-documentation-engineer [verification-before-completion] — Technical documentation: API docs, system architecture, r...
  technical-journalist-writer [voice-writer] — Technical journalism: explainers, opinion pieces, analysi...
  testing-automation-engineer [test-driven-development, e2e-testing] — Testing automation: Vitest, Playwright, E2E, coverage enf...
  toolkit-governance-engineer [adr-consultation, routing-table-updater, docs-sync-checker] — Toolkit governance: edit skills, update routing tables, m...
  typescript-debugging-engineer [workflow, typescript-frontend-engineer] — TypeScript debugging: race conditions, async/await issues...
  typescript-frontend-engineer [universal-quality-gate, go-patterns] — TypeScript frontend architecture: type-safe components, s... NOT: React Native mobile apps (use react-n...
  ui-design-engineer [distinctive-frontend-design, typescript-frontend-engineer] — UI/UX design: design systems, responsive layouts, accessi...

SKILLS:
  adr-consultation (meta) — Multi-agent consultation for architecture decisions.
  agent-comparison (meta-tooling) — A/B test agent variants for quality and token cost.
  agent-creator FORCE (meta) — Scaffold vexjoy-agent operator .md files: frontmatter, ro... NOT: creating real estate agents, ML agent...
  agent-evaluation (meta-tooling) — Evaluate agents and skills for quality and standards comp...
  architecture-deepening (analysis) — Proactive architecture improvement: find shallow modules,...
  auto-dream (meta-tooling) — Background memory consolidation and learning graduation —...
  bluesky-reader agent=python-general-engineer (research) — Read public Bluesky feeds via AT Protocol API.
  cobalt-core agent=kubernetes-helm-engineer (infrastructure) — Cobalt Core infrastructure knowledge: KVM exporters, hype...
  code-cleanup (code-quality) — Detect stale TODOs, unused imports, and dead code.
  code-linting (code-quality) — Run Python (ruff) and JavaScript (Biome) linting.
  codebase-analyzer (analysis) — Statistical rule discovery from Go codebase patterns.
  codebase-overview (analysis) — Systematic codebase exploration and architecture mapping.
  comment-quality (code-quality) — Review and fix temporal references in code comments.
  condense (code-quality) — Maximize information density: preserve all instructions, ...
  condition-based-waiting (process) — Polling, retry, and backoff patterns.
  content-calendar (content-creation) — Manage editorial content through 6 pipeline stages.
  content-engine (content) — Repurpose source assets into platform-native social content.
  create-voice FORCE (content) — Create voice profiles from writing samples.
  cron-job-auditor (infrastructure) — Audit cron scripts for reliability and safety.
  csuite (decision-support) — C-suite executive decision support: strategy, technology,... NOT: micro library choices (use decision-h...
  customer-support (business) — Customer support workflows — ticket triage, response draf...
  cve-source-check (infrastructure) — Audit CVE/vulnerability source coverage for a technology ...
  data-analysis (analysis) — Decision-first data analysis with statistical rigor gates.
  decision-helper (process) — Weighted decision scoring for architectural choices.
  design (business) — Design workflows — UX copy, design systems, design critiq...
  distinctive-frontend-design (frontend) — Context-driven aesthetic exploration with anti-cliche val...
  do (meta-tooling) — Classify user requests and route to the correct agent + s...
  docs-sync-checker (documentation) — Detect documentation drift against filesystem state.
  e2e-testing agent=testing-automation-engineer (testing) — Playwright-based end-to-end testing workflow.
  endpoint-validator (infrastructure) — Deterministic API endpoint validation with pass/fail repo...
  enterprise-search (engineering) — Enterprise search engineering — relevance tuning, query u...
  explanation-traces FORCE (analysis) — Query and display structured decision traces from routing... NOT: general 'why did the test fail' debug...
  feature-lifecycle FORCE (process) — Feature lifecycle: design, plan, implement, validate, rel... NOT: small bug fixes (use quick), code rev...
  finance (business) — Finance and accounting workflows — journal entries, recon...
  fish-shell-config FORCE (process) — Fish shell configuration and PATH management. NOT: fishing for bugs (debugging), fishing...
  forensics (process) — Post-mortem diagnostic analysis of failed workflows.
  frontend-slides agent=typescript-frontend-engineer (frontend) — Browser-based HTML presentation generation.
  full-repo-review (analysis) — Comprehensive 3-wave review of all repo source files, pro...
  game-asset-generator agent=typescript-frontend-engineer (game-development) — Deterministic palette/matrix pixel art (not AI).
  game-pipeline (game-development) — Game lifecycle orchestrator: scaffold, assets, audio, QA,...
  game-sprite-pipeline agent=python-general-engineer (game) — AI sprite generation: portraits, idle loops, animated she...
  gemini-image-generator agent=python-general-engineer (image-generation) — Generate images from text prompts via Google Gemini.
  generate-claudemd (documentation) — Generate project-specific CLAUDE.md from repo analysis.
  github-notification-triage (github) — Triage GitHub notifications and report actions needed.
  go-patterns FORCE agent=golang-general-engineer (language) — Go development patterns: testing, concurrency, errors, re... NOT: 'go' as a verb (go ahead, here we go,...
  headless-cron-creator agent=python-general-engineer (process) — Generate headless Claude Code cron jobs with safety.
  hr (business) — People operations workflows — recruiting pipeline, perfor...
  html-artifact (meta) — Generate rich self-contained HTML artifacts instead of ma...
  image-to-video (video-creation) — FFmpeg-based video creation from image and audio.
  install FORCE (meta-tooling) — Verify VexJoy Agent installation, diagnose issues, and gu... NOT: installing npm packages, pip packages...
  integration-checker (process) — Verify cross-component wiring and data flow.
  joy-check (content) — Validate content framing on joy-grievance spectrum.
  kotlin-coroutines agent=kotlin-general-engineer (kotlin) — Kotlin structured concurrency, Flow, and Channel patterns.
  kotlin-testing agent=kotlin-general-engineer (kotlin) — Kotlin testing with JUnit 5, Kotest, and coroutine dispat...
  kubernetes-debugging agent=kubernetes-helm-engineer (kubernetes) — Kubernetes debugging for pod failures and networking.
  kubernetes-security agent=kubernetes-helm-engineer (kubernetes) — Kubernetes security: RBAC, PodSecurity, network policies.
  learn (meta-tooling) — Manually teach error pattern and solution to learning dat...
  legal (business) — Legal workflows — contract review, compliance checks, NDA...
  marketing (business) — Marketing workflows — SEO audits, campaign planning, cont...
  motion-pipeline (game-animation) — CPU-only motion data processing pipeline for game animati...
  multi-persona-critique (analysis) — Parallel critique of proposals via 5 philosophical person...
  nano-banana-builder agent=python-general-engineer (image-generation) — Image generation and post-processing via Gemini Nano Bana...
  opensearch-detection-engineer (engineering) — OpenSearch detection engineering: SIGMA authoring, query ...
  operations (business) — Business operations workflows — vendor management, runboo...
  pair-programming (process) — Collaborative coding with enforced micro-steps and user-p...
  parallel-code-review (code-review) — Parallel 3-reviewer code review: Security, Business-Logic...
  phaser-gamedev agent=typescript-frontend-engineer (game-development) — Phaser 3 2D game dev: scenes, physics, tilemaps, sprites,...
  php-quality agent=php-general-engineer (php) — PHP code quality: PSR standards, strict types, framework ...
  php-testing agent=php-general-engineer (php) — PHP testing patterns: PHPUnit, test doubles, database tes...
  planning FORCE agent=general-purpose (process) — Planning lifecycle umbrella: spec, pre-plan ambiguity res... NOT: city planning, financial planning, me...
  plant-seed (process) — Capture forward-looking idea as a seed for future feature...
  pptx-generator (content-generation) — PPTX presentation generation with visual QA: slides, pitc...
  pr-workflow FORCE (git-workflow) — Pull request lifecycle: commit, codex review, sync, revie... NOT: general disagreement ('push back on a...
  product-management (business) — Product management workflows — feature specs, roadmap pla...
  productivity (business) — Productivity workflows — task management, daily planning,...
  professional-communication (content-creation) — Transform technical communication into structured busines...
  publish agent=general-purpose (content-publishing) — Content-publishing umbrella covering the blog pipeline fr... NOT: writing article prose (use voice-writ...
  python-quality-gate FORCE agent=python-general-engineer (code-quality) — Python quality checks: ruff, pytest, mypy, bandit in dete... NOT: general Python coding (use python-gen...
  quick FORCE (process) — Tracked lightweight execution with composable rigor flags... NOT: 'quick' as speed preference, general ...
  read-only-ops (process) — Read-only exploration, inspection, and reporting without ...
  reddit-moderate agent=python-general-engineer (process) — Reddit moderation via PRAW: fetch modqueue, classify repo...
  reference-enrichment (meta-tooling) — Analyze agent/skill reference depth and generate missing ...
  repo-value-analysis agent=research-coordinator-engineer (analysis) — Analyze external repositories for adoptable ideas and pat...
  research-pipeline agent=research-coordinator-engineer (research) — Formal 5-phase research pipeline with artifact saving and...
  retro (meta-tooling) — Learning system interface: stats, search, graduate learni...
  roast (analysis) — Constructive critique via 5 HackerNews personas with clai...
  routing-table-updater (meta-tooling) — Maintain /do routing tables when skills or agents change.
  sales (business) — Sales workflows — call prep, pipeline analysis, outreach,...
  sapcc-audit agent=golang-general-engineer (language) — Full-repo SAP CC Go compliance audit against review stand...
  sapcc-review agent=golang-general-engineer (language) — Gold-standard SAP CC Go code review: 10 parallel domain s...
  security-review FORCE agent=reviewer-system (code-review) — Local security review of git changes: deterministic scan ... NOT: general code review (use parallel-cod...
  security-threat-model agent=python-general-engineer (security) — Security threat model: scan toolkit for attack surface, s...
  series-planner (content-creation) — Plan multi-part content series: structure, cross-linking,...
  service-health-check (infrastructure) — Service health monitoring: Discover, Check, Report in 3 p...
  shell-process-patterns (process) — Safely start, supervise, and terminate shell processes: b...
  skill-composer (meta-tooling) — DAG-based multi-skill orchestration with dependency resol...
  skill-creator FORCE agent=toolkit-governance-engineer (meta) — Create and iteratively improve skills through eval-driven...
  skill-eval (meta) — Evaluate skills: trigger testing, A/B benchmarks, structu...
  socratic-debugging (process) — Question-only debugging: guide users to find root causes ...
  subagent-driven-development (process) — Fresh-subagent-per-task execution with two-stage review g...
  swift-concurrency agent=swift-general-engineer (swift) — Swift concurrency: async/await, Actor, Task, Sendable pat...
  swift-testing agent=swift-general-engineer (swift) — Swift testing: XCTest, Swift Testing framework, async pat...
  systematic-code-review (code-review) — 4-phase code review: UNDERSTAND, VERIFY, ASSESS risks, DO...
  test-driven-development (testing) — RED-GREEN-REFACTOR cycle with strict phase gates for TDD.
  testing-agents-with-subagents (testing) — Test agents via subagents: known inputs, captured outputs...
  testing-preferred-patterns (testing) — Identify and fix testing mistakes: flaky, brittle, over-m...
  threejs-builder agent=typescript-frontend-engineer (frontend) — Three.js app builder: imperative, React Three Fiber, and ...
  toolkit-evolution (meta-tooling) — Closed-loop toolkit self-improvement: discover gaps, diag...
  topic-brainstormer (content-creation) — Generate blog topic ideas: problem mining, gap analysis, ...
  typescript-check agent=typescript-frontend-engineer (code-quality) — TypeScript type checking via tsc --noEmit with actionable...
  universal-quality-gate (code-quality) — Multi-language code quality gate with auto-detection and ...
  verification-before-completion (process) — Defense-in-depth verification before declaring any task c...
  video-editing agent=python-general-engineer (video-creation) — Video editing pipeline: cut footage, assemble clips via F...
  vitest-runner (testing) — Run Vitest tests and parse results into actionable output.
  voice-validator (voice) — Critique-and-rewrite loop for voice fidelity validation.
  voice-writer FORCE (voice) — Unified voice content generation pipeline with mandatory ...
  webgl-card-effects agent=typescript-frontend-engineer (frontend) — Standalone WebGL fragment shaders for card visual effects...
  with-anti-rationalization (process) — Anti-rationalization enforcement for maximum-rigor task e...
  wordpress-live-validation (content-publishing) — Validate published WordPress posts in browser via Playwri...
  workflow (meta-tooling) — Structured multi-phase workflows: review, debug, refactor...
  workflow-help (meta-tooling) — Interactive guide to workflow system: agents, skills, rou...
  worktree-agent (git-workflow) — Mandatory rules for agents in git worktree isolation.
  x-api agent=python-general-engineer (content-publishing) — Post tweets, build threads, upload media via the X API.
  zsh-shell-config FORCE (process) — Zsh shell configuration, PATH management, completions, an... NOT: not for non-zsh shells — only fires f...
Return your answer as JSON: {"agent": "...|null","skill":"...|null","pipeline":"...|null","reasoning":"one sentence","confidence":"high/medium/low"}
FORCE-ROUTE RULE: Entries marked "FORCE" MUST be selected when their domain clearly matches the user's intent. FORCE matching is SEMANTIC, not keyword-based — match what the user MEANS. For git operations (push, commit, PR, merge), ALWAYS select pr-workflow. Pick the most specific match. Return a single skill name as a string.