
Multi-agent consultation for architecture decisions.
Evaluate agents and skills for quality and standards compliance.
RED-GREEN-REFACTOR cycle with strict phase gates for TDD.
Constructive critique via 5 HackerNews personas with claim validation.
4-phase code review: UNDERSTAND, VERIFY, ASSESS risks, DOCUMENT findings.
Analyze external repositories for adoptable ideas and patterns.
FFmpeg-based video creation from image and audio.
Critique a written proposal or design artifact via 5 philosophical personas in parallel, with consensus synthesis.
Polling, retry, and backoff patterns.
PHP testing patterns: PHPUnit, test doubles, database testing.
Analyze agent/skill reference depth and generate missing domain-specific reference files.
Gold-standard SAP CC Go code review: 10 parallel domain specialists.
Generate project-specific CLAUDE.md from repo analysis.
Context-driven aesthetic exploration with anti-cliche validation.
Critique-and-rewrite loop for voice fidelity validation.
Python quality checks: ruff, pytest, mypy, bandit in deterministic order.
Personal productivity: pick what to work on next, prioritize tasks, plan your day, weekly reviews, meeting optimization, goals, status updates.
Create voice profiles from writing samples.
Manage editorial content through 6 pipeline stages.
Repurpose source assets into platform-native social content.
Defense-in-depth verification before declaring any task complete.
Business operations: vendor management, runbooks, process docs, risk assessment, capacity planning, change management, compliance tracking.
OpenSearch SIEM detection: SIGMA, query DSL, MITRE ATT&CK mapping, anomaly/correlation rules, alert validation, SOC escalation.
DAG-based multi-skill orchestration with dependency resolution.
A/B test agent variants for quality and token cost.
Plan multi-part content series: structure, cross-linking, cadence.
Draft interpersonal and meeting messages: emails, memos, status updates, structured pushback or disagreement.
Validate content framing on joy-grievance spectrum.
Product management: feature specs, roadmaps, stakeholder updates, user research synthesis, competitive analysis, metrics, sprint planning.
Formal 5-phase research pipeline with artifact saving and source quality gates: SCOPE, GATHER, SYNTHESIZE, VALIDATE, DELIVER. Parallel research agents mandatory (min 3). Saves findings to research/{topic}/ for future reference. Use for "research pipeline", "formal research", "research with artifacts".
Blog publishing, blueprint to upload: post outlines, pre-publish checks, SEO, bulk frontmatter edits, link/image/taxonomy audits, WordPress upload.
Detect documentation drift against filesystem state.
Closed-loop toolkit self-improvement: discover gaps, diagnose, propose, critique, build, test, evolve.
Finance and accounting: journal entries, reconciliation, variance analysis, financial statements, audit support, month-end close, SOX testing.
Create and iteratively improve skills through eval-driven validation.
Marketing: SEO audits, campaign planning, content strategy, email sequences, competitive analysis, brand review, performance reporting.
Enterprise search: relevance tuning, query understanding, index management, search quality, ranking optimization, schema design.
Generate blog topic ideas: problem mining, gap analysis, expansion.
Verify factual claims against sources before publish.
Tracked lightweight execution with composable rigor flags: --trivial, --discuss, --research, --full. Covers zero-ceremony inline fixes (typo, spelling fix, small mistake in a single file, ≤3 edits) through contained multi-file changes.
Validate published WordPress posts in browser via Playwright.
Statistical rule discovery from Go codebase patterns.
Evaluate skills: trigger testing, A/B benchmarks, structure validation, head-to-head bake-offs.
Detect stale TODOs, unused imports, and dead code.
Post-mortem diagnostic analysis of failed workflows.
Unified voice content generation pipeline with mandatory validation and joy-check. 13-phase pipeline: LOAD, GROUND, STATS-CHECKPOINT, GENERATE, HOOK-GATE, VALIDATE, REFINE, VARIETY-GATE, JOY-CHECK, ANTI-AI, CLOSE-GATE, OUTPUT, CLEANUP. Use when writing articles, blog posts, or any content that uses a voice profile. Use for "write article", "blog post", "write in voice", "generate content", "draft article", "write about".
Maintain /do routing tables when skills or agents change.
Fish shell configuration and PATH management.
Design a CLI interface: args, flags, help, output, errors, exit codes, config.
Classify user requests and route to the correct agent + skill. Primary entry point for all delegated work.
Identify and fix testing mistakes: flaky, brittle, over-mocked tests.
Scaffold vexjoy-agent operator .md files: frontmatter, routing block, operator context, reference loading table, phase/gate workflow.
Planning lifecycle: specs, requirements, pre-plan ambiguity resolution, file-backed plans, plan validation, pause/resume, session handoff.
Loop /do cycles until done-criteria verify or budget stops.
Decision-first data analysis with statistical rigor gates.
Collect, filter, and freshness-qualify news items.
Extract video transcripts: yt-dlp subtitles to clean paragraphs.
Convert PDF, Office, HTML, data, media, ZIP to Markdown.
Test agents via subagents: known inputs, captured outputs, verification.
Verify cross-component wiring and data flow.
Feature lifecycle: design, plan, implement, validate, release. Phase-gated workflow.
Generate rich self-contained HTML artifacts instead of markdown. Auto-detects artifact shape (spec, code-review, prototype, report, editor, data-viz, diagram, deck) and loads shape-specific patterns. Bundles Birchline design system with 4 theme presets. Use for "make HTML", "as HTML", "HTML artifact", or auto-injected by router when output benefits from rich visualization.
Generate headlines, titles, and subject lines: charge, volume, tighten.
Triage GitHub notifications and issue/PR queues.
Dependency-free kinetic typography: roll/slot text, reveals, typewriter, crossfade.
Mandatory rules for agents in git worktree isolation.
Package session state for the next agent, or rehydrate it at start.
Pull request lifecycle: commit, codex review, sync, review, fix, status, cleanup, and PR mining. Use when user wants to commit changes, get a second-opinion code review from Codex, push changes, create a PR, check PR status, fix review comments, clean up branches after merge, or mine tribal knowledge from PR reviews. Use for "commit my changes", "codex review", "push my changes", "create a PR", "pr status", "fix PR comments", "clean up branches", "mine PRs", or "address feedback".
Comprehensive 3-wave review of all repo source files, producing a prioritized issue backlog.
Systematic codebase exploration and architecture mapping.
Structured multi-phase workflows: review, debug, refactor (tidy, clean up, untangle messy code without behaviour change), deploy, create, research.
People operations workflows — recruiting pipeline, performance reviews, compensation analysis, offer drafting, interview prep, onboarding, org planning. Use when managing hiring pipelines, writing performance reviews, analyzing compensation, drafting offers, or planning organizational changes.
Document translation: quick/normal/refined modes with chunked parallel subagents and glossary support.
AI image generation: Gemini and Nano Banana backends; single/series/batch workflows with prompt-to-disk.
Interactive guide to workflow system: agents, skills, routing, execution patterns.
Read-only exploration, inspection, and reporting without modifications. Explore and report on code/config/state without writing or modifying anything.
Parallel 3-reviewer code review: Security, Business-Logic, Architecture.
Publish a public website safely: DNS, web server, HTTPS, hardening, verify. Routes raw dev servers through nginx/Caddy/Apache/Cloudflare Pages.
Fresh-subagent-per-task execution with two-stage review gates.
Safely start, supervise, and terminate shell processes: background jobs, PID capture, signals, traps, cleanup verification.
Sales workflows — call prep, pipeline analysis, outreach, competitive intelligence, forecasting. Use when prepping for calls, reviewing pipeline health, drafting personalized outreach, analyzing competitors, or building forecasts.
Verify VexJoy Agent installation, diagnose issues, and guide first-time setup.
Customer support workflows — ticket triage, response drafting, knowledge base articles, escalation handling, customer research. Use when triaging support tickets, drafting customer responses, creating KB articles, managing escalations, or researching customer context.
Deterministic API endpoint validation with pass/fail reporting.
Generate images from text prompts via Google Gemini.
Image generation and post-processing via Gemini Nano Banana APIs.
Maximize information density: preserve all instructions, remove prose filler.
Service health monitoring: Discover, Check, Report in 3 phases.
C-suite executive decision support: strategy, technology, growth, competitive intelligence, project evaluation.
Go development patterns: testing, concurrency, errors, review, and conventions.
Local security review of git changes: deterministic scan + Security reviewer over the diff. No API key, no SDK.
Zsh shell configuration, PATH management, completions, and framework setup.
Audit CVE/vulnerability source coverage for a technology stack. Maps each component (container, library, base image, runtime) to authoritative CVE feeds, flags gaps, and produces audit-ready reports. Generic: works for any service or stack.
Proactive architecture improvement: find shallow modules, propose deepening opportunities, design conversation.
Query and display structured decision traces from routing, agent selection, and skill execution.
Run Vitest tests and parse results into actionable output.
Capture forward-looking idea as a seed for future feature design.
Playwright-based end-to-end testing workflow.
Question-only debugging: guide users to find root causes themselves.
Weighted decision scoring for architectural choices.
Collaborative coding with enforced micro-steps and user-paced control.
Security threat model: scan toolkit for attack surface, supply-chain risks.
Anti-rationalization enforcement for maximum-rigor task execution.
Run Python (ruff) and JavaScript (Biome) linting.
PPTX presentation generation with visual QA: slides, pitch decks.
Design workflows — UX copy, design systems, design critique, accessibility review, design handoff, user research synthesis. Use when writing UI copy, reviewing designs, building component systems, checking accessibility, or preparing developer handoffs.
Legal workflows — contract review, compliance checks, NDA triage, risk assessment, legal briefs. Use when reviewing contracts, checking compliance, triaging NDAs, assessing legal risk, or drafting legal documents. Not legal advice — analysis support for qualified professionals.
Multi-language code quality gate with auto-detection and linters.
Audit cron scripts for reliability and safety.
Game lifecycle orchestrator: scaffold, assets, audio, QA, deploy.
Swift concurrency: async/await, Actor, Task, Sendable patterns.
AI sprite generation: portraits, idle loops, animated sheets via Codex/Nano Banana. Per-row generation, animation presets, video-to-sprite, identity lock. Use for generated character art.
Review and fix temporal references in code comments.
Three.js app builder: imperative, React Three Fiber, and WebGPU in 4 phases.
Background memory consolidation and learning graduation — overnight knowledge lifecycle.
Kotlin structured concurrency, Flow, and Channel patterns.
Browser-based HTML presentation generation.
Manually teach error pattern and solution to learning database.
Generate headless Claude Code cron jobs with safety.
Phaser 3 2D game dev: scenes, physics, tilemaps, sprites, polish.
CPU-only motion data processing pipeline for game animation: BVH import, contact detection, root decomposition, motion blending, FABRIK IK. No GPU required.
Kubernetes security: RBAC, PodSecurity, network policies.
Kubernetes debugging for pod failures and networking.
Reddit moderation via PRAW: fetch modqueue, classify reports, take actions.
Standalone WebGL fragment shaders for card visual effects: holographic foil, shimmer, rarity glow.
Post tweets, build threads, upload media via the X API.
Video editing pipeline: cut footage, assemble clips via FFmpeg and Remotion.
Deterministic palette/matrix pixel art (not AI). Use for procedural tile art, color-quantized output, matrix sprites.
Cobalt Core infrastructure knowledge: KVM exporters, hypervisor tooling, OpenStack compute.
Kotlin testing with JUnit 5, Kotest, and coroutine dispatchers.
PHP code quality: PSR standards, strict types, framework idioms.
Full-repo SAP CC Go compliance audit against review standards.
Swift testing: XCTest, Swift Testing framework, async patterns.
Read public Bluesky feeds via AT Protocol API.
TypeScript type checking via tsc --noEmit with actionable error output.
Classify user requests and route to the correct agent + skill. Primary entry point for all delegated work.
Background memory consolidation and learning graduation — overnight knowledge lifecycle.
Proactive architecture improvement: find shallow modules, propose deepening opportunities, design conversation.
Maximize information density: preserve all instructions, remove prose filler.
Context-driven aesthetic exploration with anti-cliche validation.
Content-publishing umbrella covering the blog pipeline from blueprint to upload: post outlining, pre-publication validation, SEO optimization, bulk find/replace and frontmatter editing, link auditing, image auditing, taxonomy management, and WordPress upload. Use for "outline post", "article outline", "pre-publish check", "frontmatter validation", "check SEO", "keyword analysis", "meta description", "batch edit posts", "bulk frontmatter update", "mass edit", "audit links", "broken links", "audit images", "alt text check", "audit taxonomy", "fix tags", "merge categories", "upload to wordpress", "create wordpress draft", "post to wordpress", "edit wordpress post", "create wp categories", "auto-create categories", "search wp media", or "find existing wordpress image".
Create and iteratively improve skills through eval-driven validation.
Analyze external repositories for adoptable ideas and patterns.
AI sprite generation: portraits, idle loops, animated sheets via Codex/Nano Banana. Per-row generation, animation presets, video-to-sprite, identity lock. Use for generated character art.
Generate images from text prompts via Google Gemini.
Reddit moderation via PRAW: fetch modqueue, classify reports, take actions.
Analyze agent/skill reference depth and generate missing domain-specific reference files.
Gold-standard SAP CC Go code review: 10 parallel domain specialists.
4-phase code review: UNDERSTAND, VERIFY, ASSESS risks, DOCUMENT findings.
Full-repo SAP CC Go compliance audit against review standards.
Read public Bluesky feeds via AT Protocol API.
Parallel 3-reviewer code review: Security, Business-Logic, Architecture.
Multi-language code quality gate with auto-detection and linters.
Maintain /do routing tables when skills or agents change.
Detect documentation drift against filesystem state.
CPU-only motion data processing pipeline for game animation: BVH import, contact detection, root decomposition, motion blending, FABRIK IK. No GPU required.
Pull request lifecycle: commit, codex review, sync, review, fix, status, cleanup, and PR mining. Use when user wants to commit changes, get a second-opinion code review from Codex, push changes, create a PR, check PR status, fix review comments, clean up branches after merge, or mine tribal knowledge from PR reviews. Use for "commit my changes", "codex review", "push my changes", "create a PR", "pr status", "fix PR comments", "clean up branches", "mine PRs", or "address feedback".
FFmpeg-based video creation from image and audio.
Plan multi-part content series: structure, cross-linking, cadence.
Apply Richard Feynman's voice profile for content generation: mechanism-first thinking, refusal of jargon, plain English when truth is embarrassing, curiosity-as-stance, "make a picture of it", deflation closers ("that's all there is to it"), and modal writing across teaching, popular lecture, investigative memo, casual interview, and private letter. Use when generating explanations, blog posts, technical writing, or chat responses that must match Feynman's distinctive voice. Use a different skill for voice analysis, voice profile creation, or generating content in other voices.
Python quality checks: ruff, pytest, mypy, bandit in deterministic order.
Formal 5-phase research pipeline with artifact saving and source quality gates: SCOPE, GATHER, SYNTHESIZE, VALIDATE, DELIVER. Parallel research agents mandatory (min 3). Saves findings to research/{topic}/ for future reference. Use for "research pipeline", "formal research", "research with artifacts".
Service health monitoring: Discover, Check, Report in 3 phases.
Closed-loop toolkit self-improvement: discover gaps, diagnose, propose, critique, build, test, evolve.
Generate blog topic ideas: problem mining, gap analysis, expansion.
Anti-rationalization enforcement for maximum-rigor task execution.
Validate published WordPress posts in browser via Playwright.
Constructive critique via 5 HackerNews personas with claim validation.
Read-only exploration, inspection, and reporting without modifications.
Fresh-subagent-per-task execution with two-stage review gates.
Question-only debugging: guide users to find root causes themselves.
Learning system interface: stats, search, graduate learnings. Backed by learning.db (SQLite + FTS5).
Evaluate skills: trigger testing, A/B benchmarks, structure validation, head-to-head bake-offs.
Identify and fix testing mistakes: flaky, brittle, over-mocked tests.
Critique-and-rewrite loop for voice fidelity validation.
Unified voice content generation pipeline with mandatory validation and joy-check. Phased pipeline: LOAD, GROUND, STATS-CHECKPOINT, GENERATE, VALIDATE, REFINE, JOY-CHECK, ANTI-AI, OUTPUT, CLEANUP. Use when writing articles, blog posts, or any content that uses a voice profile. Use for "write article", "blog post", "write in voice", "generate content", "draft article", "write about".
Defense-in-depth verification before declaring any task complete.
TypeScript type checking via tsc --noEmit with actionable error output.
Safely start, supervise, and terminate shell processes: background jobs, PID capture, signals, traps, cleanup verification.
Security threat model: scan toolkit for attack surface, supply-chain risks.
Run Vitest tests and parse results into actionable output.
Verify VexJoy Agent installation, diagnose issues, and guide first-time setup.
Proactive monitoring — checks GitHub, CI, and toolkit health, produces briefings.
Tracked lightweight execution with composable rigor flags: --trivial, --discuss, --research, --full. Covers zero-ceremony inline fixes (≤3 edits) through contained multi-file changes.
DAG-based multi-skill orchestration with dependency resolution.
Swift testing: XCTest, Swift Testing framework, async patterns.
Swift concurrency: async/await, Actor, Task, Sendable patterns.
RED-GREEN-REFACTOR cycle with strict phase gates for TDD.
Test agents via subagents: known inputs, captured outputs, verification.
Standalone WebGL fragment shaders for card visual effects: holographic foil, shimmer, rarity glow.
Interactive guide to workflow system: agents, skills, routing, execution patterns.
Mandatory rules for agents in git worktree isolation.
Three.js app builder: imperative, React Three Fiber, and WebGPU in 4 phases.
Comprehensive 3-wave review of all repo source files, producing a prioritized issue backlog.
Statistical rule discovery from Go codebase patterns.
Generate headless Claude Code cron jobs with safety.
Planning lifecycle umbrella: spec, pre-plan ambiguity resolution, file-backed planning, plan validation, plan-lifecycle management, and session pause/resume. Use for "write spec", "define requirements", "before we plan", "discuss ambiguities", "create plan", "task plan", "working memory", "check plan", "validate plan", "is this plan ready", "list plans", "plan status", "complete plan", "pause", "save progress", "session handoff", "resume", "continue work", or "where did I leave off".
PHP testing patterns: PHPUnit, test doubles, database testing.
Collaborative coding with enforced micro-steps and user-paced control.
Image generation and post-processing via Gemini Nano Banana APIs.
Parallel critique of proposals via 5 philosophical personas with consensus synthesis.
PHP code quality: PSR standards, strict types, framework idioms.
Perses platform operations: dashboards, plugins, deployment, migration, and quality.
Kubernetes security: RBAC, PodSecurity, network policies.
Kubernetes debugging for pod failures and networking.
Kotlin structured concurrency, Flow, and Channel patterns.
Transform technical communication into structured business formats.
Deterministic palette/matrix pixel art (not AI). Use for procedural tile art, color-quantized output, matrix sprites.
Fish shell configuration and PATH management.
Post-mortem diagnostic analysis of failed workflows.
Playwright-based end-to-end testing workflow.
Decision-first data analysis with statistical rigor gates.
Create voice profiles from writing samples.
Repurpose source assets into platform-native social content.
Manage editorial content through 6 pipeline stages.
Polling, retry, and backoff patterns.
Knowledge base operations on `research/{topic}/` wikis: compile raw sources into wiki articles, query the wiki for answers, or health-check wiki consistency. Use for "compile knowledge base", "kb compile", "query knowledge base", "kb query", "ask knowledge base", "lint knowledge base", "kb lint", or "knowledge base health".
Go development patterns: testing, concurrency, errors, review, and conventions.
Run Python (ruff) and JavaScript (Biome) linting.
Detect stale TODOs, unused imports, and dead code.
Phaser 3 2D game dev: scenes, physics, tilemaps, sprites, polish.
Systematic codebase exploration and architecture mapping.
Kotlin testing with JUnit 5, Kotest, and coroutine dispatchers.
Cobalt Core infrastructure knowledge: KVM exporters, hypervisor tooling, OpenStack compute.
Remove AI-sounding patterns from content.
Game lifecycle orchestrator: scaffold, assets, audio, QA, deploy.
Weighted decision scoring for architectural choices.
A/B test agent variants for quality and token cost.
Deterministic API endpoint validation with pass/fail reporting.
C-suite executive decision support: strategy, technology, growth, competitive intelligence, project evaluation.
Verify cross-component wiring and data flow.
Generate project-specific CLAUDE.md from repo analysis.
Multi-agent consultation for architecture decisions.
Audit cron scripts for reliability and safety.
Query and display structured decision traces from routing, agent selection, and skill execution.
Feature lifecycle: design, plan, implement, validate, release. Phase-gated workflow.
Evaluate agents and skills for quality and standards compliance.
Review and fix temporal references in code comments.
Browser-based HTML presentation generation.
Validate content framing on joy-grievance spectrum.
Manually teach error pattern and solution to learning database.
Video editing pipeline: cut footage, assemble clips via FFmpeg and Remotion.
Capture forward-looking idea as a seed for future feature design.
Triage GitHub notifications and report actions needed.
Post tweets, build threads, upload media via the X API.
Identify and fix testing mistakes: flaky, brittle, over-mocked tests.
PPTX presentation generation with visual QA: slides, pitch decks.
Extract coding conventions from GitHub profiles.
PR review with specialized agents and retro capture.
Adapt agents, skills, and hooks when external changes ship.
Restore session state from handoff artifacts (HANDOFF.json, .continue-here.md, task_plan.md) and resume.
Resolve implementation ambiguities before planning begins.
Create structural blueprints for blog posts: outlines, word counts.
Persistent markdown files as working memory for complex multi-phase tasks.
Validate plans against 10 dimensions: PASS/BLOCK verdict before execution.
Plan lifecycle management via plan-manager.py: list, create, check, complete, abandon plans.
Create session handoff artifacts for resumable work continuity.
Query a knowledge base topic and optionally file the answer.
Compile raw knowledge base sources into structured wiki articles.
Non-destructive image validation for accessibility and health.
Phase-gated git commit workflow with validation.
Structured specification: user stories, acceptance criteria, scope.
Zero-ceremony inline execution for 3 or fewer file edits.
Second-opinion code review from OpenAI Codex CLI. Structures feedback as CRITICAL/IMPROVEMENTS/POSITIVE.
Generate and validate Git branch names.
Bulk find/replace and frontmatter updates across Hugo posts.
Audit and maintain blog taxonomy: categories, tags, orphans, duplicates.
WordPress REST API integration for posts and media uploads.
Health check and lint a knowledge base wiki for consistency and gaps.
Hugo site link health: scan markdown, build link graph, validate paths.
Check GitHub Actions CI status and report failures.
Pre-publication validation for Hugo posts: front matter, SEO, links, images.
Blog post SEO: keywords, titles, meta descriptions, internal linking.