
Meta-designer for new skill agents — gap analysis, overlap detection, SKILL.md + reference generation, and Nexus integration. Do not use for task orchestration (Nexus), app architecture (Atlas), or format-only audits (Gauge).
Detects technical debt across a codebase, scores its severity, and anthropomorphizes the accumulated debt as a single visual character whose appearance evolves with debt strength (T1 Veil → T5 Calamity). Generates an AI image prompt for downstream Sketch invocation plus an exorcism roadmap. Use for gamified retrospectives, onboarding artifacts, or quarterly debt visualizations. Don't use for actionable refactor planning (Atlas), dead code removal (Sweep), legacy archaeology (Fossil), git history (Trail), generic image generation (Sketch), or agent ecosystem gamification (Realm).
Infrastructure provisioning specialist for cloud IaC (Terraform/OpenTofu/CloudFormation/Pulumi) and local development environments (Docker Compose/dev setup/env vars). Use when IaC design, environment setup, or multi-cloud provisioning is needed.
KPI definition, tracking event design, and dashboard specification. North Star Metric, funnel analysis, and cohort analysis design. GA4/Amplitude/Mixpanel/PostHog integration. Use when metrics foundation is needed.
Pure-native mobile implementation specialist for iOS (Swift 6.2 + SwiftUI + Liquid Glass) and Android (Kotlin 2.x + Jetpack Compose + Material 3 Expressive). Implements production-quality features with @Observable / Swift Concurrency, Compose Strong Skipping + Type-safe Navigation, SwiftData / Room, Credential Manager + Passkeys, Privacy Manifest, edge-to-edge, predictive back, Live Activities, App Intents, Foundation Models / Gemini Nano, store compliance, and per-store staged rollout. Don't use for React Native / Flutter / Kotlin Multiplatform / Compose Multiplatform — those are out of scope. Don't use for porting design (Port), prototypes (Forge), or web frontend (Artisan).
Consultant for NotebookLM steering prompt design. Optimizes Audio/Video/Slide/Infographic output quality through source preparation, prompt engineering, and Custom Goals persona design.
Static security analysis agent. Hardcoded secret detection, SQL injection prevention, input validation, security headers, and dependency CVE scanning. Don't use for runtime exploit verification (Probe), general code review (Judge), CI/CD management (Gear), or detection rule authoring (Vigil).
User research specialist. Designs interview guides, usability test plans, qualitative data analysis, persona creation, and journey mapping. Complements Echo's UI validation. Use when user research design or analysis is needed.
Pre-change impact analysis agent. Evaluates change risk across vertical (dependency chains, affected files) and horizontal (pattern consistency, naming) dimensions. Does not write code.
Narrative design agent that tells product and feature use cases as customer-centric stories. Use when customer experience storytelling, scenario stories, or product narratives are needed.
Search engine and vector DB design specialist. Use when full-text search, vector search, or hybrid search design, index optimization, or RAG retrieval layer implementation is needed.
Migration and upgrade orchestrator for frameworks, libraries, APIs, databases, and infrastructure. Provides codemod generation, incremental strategies (Strangler Fig/Branch by Abstraction), before/after verification, and rollback plans.
Bug investigation, root cause analysis (RCA), reproduction steps, and impact assessment. Investigation-only agent that identifies why bugs occur and where to fix them without writing code.
Workflow guide that decomposes complex tasks (Epics) into Atomic Steps under 15 minutes each. Manages progress tracking, drift prevention, risk assessment, and timely commit proposals. Use when complex task decomposition is needed.
Pre-mortem analysis and failure mode enumeration agent. Systematically identifies failure scenarios for plans, designs, and features, scoring them with RPN/AP. Does not write code.
Product image search and high-precision download specialist. Multi-source aggregation (e-commerce APIs, image search, brand sites), SKU/JAN/UPC matching, perceptual-hash dedup, license-aware curation. Don't use for generic browser tasks (Navigator), fleet-scale crawl architecture (Spider), AI image generation (Sketch), or mockup-to-code (Pixel).
Synthetic user advocate that role-plays as end users to generate authentic feature requests, surface unmet needs, and challenge team assumptions. Don't use for real feedback analysis (Voice) or UI evaluation (Echo).
Web-to-native porting design specialist (2026 spec — Liquid Glass / Material 3 Expressive / Swift 6.2 / Compose 1.7+ / Xcode 26 / targetSdk 36 / 16KB page / Passkey / Privacy Manifest / DMA / EAA / 5.1.2(i) AI disclosure aware). Designs complete porting blueprints from Web apps (React/Vue/Svelte/Angular SPA, RSC/SSR included) to iOS Swift/SwiftUI and Android Kotlin/Jetpack Compose pure-native apps. Optionally proposes a hybrid path (Pure-Native UI + Kotlin Multiplatform shared logic) when the survey justifies it. Produces feature parity matrices, native architecture maps, platform-UX adaptation plans, data/auth/CRDT porting strategies, BFF redesigns, regulatory-compliance plans, and Strangler-Fig phased roadmaps. Don't use for cross-platform UI implementation (Native — RN/Flutter), generic framework migration in the same language (Shift), dependency upgrades (Horizon), legacy code archaeology only (Fossil), or full mobile feature implementation (Native/Builder).
OWASP ZAP/Burp Suite/Nuclei integration, penetration test planning, DAST execution, and vulnerability scanning. For dynamic security testing, pentesting, or runtime vulnerability validation. Complements Sentinel static analysis.
Universal combinatorial analysis controlling combination explosion across multi-dimensional axes. Selects minimum coverage sets, generates execution plans, and prioritizes across test/deploy/UX/risk/compatibility. Does not write code.
Database schema design, migration planning, and ER diagram specialist. Handles normalization, index strategies, and relation definitions. Use when DB schema design is needed.
Test data and fixture generation agent. Use when factory pattern design, boundary value data generation, synthetic data generation, or seed data management is needed.
Skill ecosystem navigator and onboarding guide. Lists agents, recommends best fit for tasks. Don't use for task execution (Nexus), agent design (Architect).
Add JSDoc/TSDoc, update READMEs, replace any types with proper definitions, and add high-value comments to complex logic. Use when documentation gaps, unclear intent, or type safety improvements are needed.
Interactive brainstorming partner that deepens ideas via iterative dialogue using four modes (Expand/Propose/Evaluate/Subtract). Does not write code. Don't use for decisions (Magi), feature specs (Spark), or single-shot reframing (Flux).
Priority quantification agent. Scores and orders competing items using ICE/RICE/WSJF/MoSCoW/Cost of Delay/Kano frameworks. Does not write code.
Multi-session parallel orchestrator using Claude Code Agent Teams API and Codex CLI Subagents to launch, manage, and coordinate concurrent task execution across multiple instances. Use when parallel work is needed.
Meta-visualization agent that gamifies the agent ecosystem. Phaser-based 2D office simulations, real-time XP/rank-up effects, interactive HTML maps, character sheets, quest boards, and badge systems.
Edge-case test addition, flaky test repair, and coverage improvement. Use when test gaps need filling, reliability needs raising, or regression tests need adding. Multi-language support (JS/TS, Python, Go, Rust, Java).
Retention strategy, re-engagement, and churn prevention. Retention analysis frameworks, re-engagement trigger design, gamification elements, habit formation design, and loyalty programs. Use when engagement tactics are needed.
Terminal recording and CLI demo video generation. Declarative CLI demo GIF/video creation using VHS, terminalizer, and asciinema. Use when terminal session recording, CLI demos, or README GIF generation is needed.
Competitive research, differentiation analysis, and strategic positioning. Feature matrices, SWOT analysis, benchmarking, positioning maps, battle cards, win/loss analysis, and LLM brand visibility. Research only — does not write code.
Autonomous loop runner for nexus-autoloop. Generates script sets from goals, designs operation contracts, audits live loops, and recovers state — delivering end-to-end runners that complete reliably.
Proposes exactly one personal side-project idea per invocation, sized to a 1-3 day MVP. Targets CLI, automation, LLM, DX, productivity, and data-viz angles; avoids clichés like TODO apps, weather apps, and pomodoro timers. Output is an 8-section brief including a ready-to-paste coding-agent prompt. Use for morning/daily idea rituals and weekend-hack ideation. Don't use for existing-product feature proposals (Spark), dialogue brainstorming (Riff), or prototype implementation (Forge).
Messaging integration, bot development, and real-time communication design+implementation. Channel adapter patterns, webhook handlers, WebSocket servers, event-driven architecture, and bot command frameworks.
Landing page construction specialist. Handles structure design, conversion strategy, CTA optimization, and responsive design end-to-end. Use when creating or improving landing pages.
Design-to-implementation pipeline orchestrator for the code-to-visual-to-code closed loop. Use when a request spans design extraction, prototypes, visual assets, slides, and production together. Persists a project design system across downstream agents. Don't use for single-token tweaks (Muse), single prototypes (Forge), design direction only (Vision), or generic orchestration (Nexus).
Collect GitHub PR data and generate work reports. Retrieves PR info via gh commands to auto-generate weekly/monthly reports and release notes. Use when work reporting or PR analysis is needed.
Analyze dependencies, circular references, and God Classes; author ADRs/RFCs. Use for architecture improvement, module decomposition, and technical debt assessment.
Create unified specification packages across Business, Development, and Design teams. Staged elaboration (L0 Vision → L1 Requirements → L2 Team Detail → L3 Acceptance Criteria) to build shared understanding. Does not write code.
Unified release planning, execution, and tracking. Covers versioning strategy, CHANGELOG generation, release notes, rollback plans, and feature flag design for safe, predictable delivery.
Persona-based cognitive walkthrough agent that simulates users (beginners, seniors, mobile users, etc.) to evaluate UI flows, report confusion points, and score emotional friction. Use when usability validation or UX problem discovery is needed.
Full-stack AITuber (AI VTuber) orchestrator for planning, implementation, and operation. Designs real-time streaming pipelines (Chat → LLM → TTS → Avatar → OBS), live chat integration, TTS, Live2D/VRM avatar control, lip-sync, and OBS WebSocket automation.
Spec compliance verification agent. Extracts ACs from specs, adversarially verifies implementation conformance. Generates BDD scenarios, traceability matrices, and compliance reports with evidence-based verdicts. Does not write code.
Regex/parser/DSL design specialist for grammar authoring and ReDoS-safe regex. Not for REST APIs (Gateway) or DB schemas (Schema).
AI CLI configuration audit and optimization agent. Collects web best practices for Codex CLI (~/.codex/), Gemini CLI (~/.gemini/), and Claude Code (~/.claude/), analyzes config.toml/settings.json/CLAUDE.md/permissions/commands/hooks/MCP, and proposes Before/After diff improvements. Never edits configs directly.
Automated code review agent orchestrating tri-engine parallel review (Codex + Gemini + Claude Code) via subagents with grounding verification that ships only findings worth fixing. For PR review and pre-commit checks — detects bugs, vulnerabilities, logic errors, and intent misalignment. Complements Zen's refactoring.
Domain knowledge agent for Japanese income tax filing (kakutei shinkoku). Guides income classification, deduction optimization, tax calculation, and filing for freelancers, sole proprietors, and side-business earners. Does not write code.
Document format conversion (Markdown, Word, Excel, PDF, HTML). Converts specifications from Scribe and reports from Harvest into distributable formats. Also generates reusable conversion scripts.
Define and manage design tokens, apply token systems to existing codebases, and build design system foundations. Covers token architecture for spacing, color, typography, dark mode, and cross-platform output.
Songwriting agent for Suno AI that composes lyrics with metatags and style prompts from theme, genre, and mood inputs.
YC-style office hours advisory. Surfaces the #1 bottleneck via socratic probing, gives pattern-matched honest feedback, detects founder anti-patterns, and extracts concrete 1-2 week action items. Don't use for exploratory brainstorming (Riff), structured triadic deliberation (Magi), long-term scenario simulation (Helm), feature generation (Spark), or implementation (Builder).
Create specifications, design documents, implementation checklists, and test specifications. Handles PRD/SRS/HLD/LLD technical documents, review checklists, and test case definitions. Does not write code. Use when technical documentation is needed.
Multi-tenant architecture design. Tenant isolation strategies, RLS, routing, and scale design for SaaS.
A/B test design, hypothesis documentation, sample size calculation, feature flag implementation, and statistical significance analysis. CUPED variance reduction, SRM detection, switchback experiments. Use when hypothesis validation is needed.
Thinking refraction agent that challenges assumptions, combines cross-domain knowledge, and shifts perspectives to reframe problems. Use when breaking through stuck situations or paradigm shifts are needed. Does not write code.
Business strategy simulation agent specializing in short/mid/long-term scenario planning from financial, market, and competitive data. Applies SWOT/PESTLE/Porter analysis, KPI forecasting, and strategic roadmap generation. Does not write code.
FinOps and cloud cost optimization agent. Cost estimation from IaC, right-sizing, RI/SP recommendations, cost anomaly detection, budget alert design, and AI/GPU workload cost analysis.
Observability and reliability engineering specialist. Covers SLO/SLI design, distributed tracing, alerting strategy, dashboard design, capacity planning, toil automation, and reliability review.
Legal document review for Terms of Service, Privacy Policy, and Tokushoho compliance. Clause gap detection, risk flagging, and regulatory alignment. Don't use when legal advice is needed — consult a lawyer.
Disciplined coding craftsman that builds robust business logic, API integrations, and data models with type safety and production readiness. Use when business logic implementation or API integration is needed.
Regulatory compliance and audit agent. Maps business regulatory requirements (SOC2/PCI-DSS/HIPAA/ISO 27001), checks control implementations, designs audit trails, and implements Policy as Code. Use when compliance auditing is needed.
Engineer self-branding strategist that transforms technical contributions into a professional brand. Use when GitHub/LinkedIn/blog/conference/SNS positioning, profile optimization, or content strategy is needed.
Bridge agent that extracts and structures design context from Figma via MCP Server for downstream implementation agents. Use when Figma-to-code bridging, Code Connect management, or design system rule extraction is needed.
Meta-orchestrator that coordinates specialist AI agent teams. Decomposes requests into minimum viable agent chains, spawns each as an independent session via Agent tool in AUTORUN modes, and drives to final output automatically.
Usability improvement, interaction quality enhancement, cognitive load reduction, feedback design, and a11y compliance. Use when improving UX usability or interaction feel.
Faithful reproduction agent that generates pixel-accurate HTML/CSS code from image mockups (PNG/JPG/screenshots) and performs visual verification. Use when mockup-to-code generation is needed.
Internationalization (i18n) and localization (l10n) specialist. Hardcoded string extraction to t() functions, Intl API integration for date/currency/number formatting, translation key management, and RTL layout support.
AI/ML design and evaluation specialist covering prompt engineering, RAG design, LLM application patterns, AI safety, evaluation frameworks, MLOps, and cost optimization.
Game planning and production agent. GDD structuring, game balance math, narrative design, economy design, systems design, player psychology, and production management. Does not write code.
Legacy code archaeology. Extract implicit business rules from undocumented code and assess migration risk. Use for legacy investigation.
Ecosystem self-evolution orchestrator. Detects project lifecycle phases, evaluates agent relevance, synthesizes cross-agent knowledge, and proposes evolution actions (health checks, fitness scoring, evolution proposals).
Codebase comprehension and investigation specialist. Systematically performs structure mapping, feature discovery, and data flow tracing for "does X exist?", "how does Y work?", or "what is this module's responsibility?". Does not write code.
Deep GitHub Actions workflow expert. Covers trigger strategy, security hardening, performance optimization, PR automation, and Reusable Workflow design. Use when new GHA workflow design or advanced optimization is needed.
UX writing specialist for user-facing text. Handles microcopy, error messages, voice and tone design, onboarding copy, and accessibility text. Use when UX writing or content strategy is needed.
Generate, optimize, and audit personal development environment config files (zsh/tmux/neovim/ghostty). Use when dotfile management, shell, terminal, or editor configuration is needed.
Propose, configure, debug, and maintain Claude Code hooks (PreToolUse/PostToolUse/Stop and other lifecycle events). Use when workflow automation, quality gates, or security enforcement via hooks is needed.
Cross-agent knowledge curator and institutional memory guardian. Extracts patterns from agent journals into METAPATTERNS.md, detects knowledge decay, propagates best practices, and prevents organizational forgetting.
Multi-perspective deliberation (Logos/Pathos/Sophia) for architecture arbitration, trade-offs, Go/No-Go, and strategic decisions. Does not write code. Don't use for architecture (Atlas), requirements (Accord), code comparison (Arena), or implementation (Builder).
Browser automation using Playwright and Chrome DevTools. Automates data collection, form interaction, screenshot capture, and network monitoring. Task completion focus (vs Voyager for E2E testing).
LLM-optimized folder structure design. Audits and restructures directories for context efficiency, progressive disclosure, and prompt cache performance. Don't use for general repo structure (Grove), config audit (Hone), or skill generation (Sigil).
Privacy engineering and data governance agent. PII detection, data flow mapping, consent management patterns, GDPR/CCPA-compliant code implementation, and DPIA facilitation. Use when privacy-by-design implementation is needed.
Pixel art specialist agent. Generates pixel art as code (SVG/Canvas/Phaser 3/Pillow/CSS). Also supports SVG generation delegation to Gemini CLI.
Specialist orchestrating codex exec / gemini CLI through dual paradigms — COMPETE (multi-variant comparison, select best) and COLLABORATE (decompose tasks across engines, integrate). Supports Solo/Team/Quick execution modes.
Automated feature demo video production using Playwright E2E tests. Scenario design, recording configuration, implementation patterns, and quality checklists for product demos and onboarding materials.
Frontend (re-render reduction, memoization, lazy loading) and backend (N+1 fix, indexing, caching, async) performance optimization. Use when speed improvement or optimization is needed.
Normalization audit and self-evolving compliance agent. Scans SKILL.md files against the 16-item checklist, classifies violations, produces actionable fix snippets, and researches emerging best practices via web sources. Does not write code.
Terminal UI construction, CLI development, and dev-tool integration (linter/test-runner/build-tool wiring). Use when CLI/TUI design or implementation is needed. Language-agnostic — supports Node.js, Python, Go, and Rust.
Build rapid prototypes for both frontend (UI components/pages) and backend (API mocks/simple servers). Use when validating new features or turning ideas into working demos. Prioritize working software over perfection.
Visualization agent that converts code, designs, and context into Mermaid, ASCII, or draw.io diagrams. Reverse-generates flowcharts and sequence/state/class/ER diagrams from code or specs, and analyzes existing diagrams. Also handles Echo-driven Journey Maps, Emotion Score, Internal Persona, Team Structure, and DX Journey views.
Persona casting agent for rapid generation, persistence, lifecycle management, and inter-agent sync. Generates personas from diverse inputs, manages via a registry, evolves data-driven, and distributes in unified format.
Video script, storyboard, and narration design. Used for product videos, explainer videos, and onboarding content planning.
CSS/JS animation implementation for hover effects, loading states, modal transitions, and gesture interactions. Use when adding meaningful motion, improving interaction feedback, or implementing performance-safe animations.
Automated remediation agent for known failure patterns. Receives Triage diagnoses and Beacon alerts, executes runbooks with safety-tier classification, staged verification, and rollback. Use when automated incident remediation is needed.
Dependency management, CI/CD optimization, Docker configuration, and operational observability (logging/alerting/health checks). Use when build errors, dev environment issues, or operational config fixes are needed.
Repository structure design, optimization, and audit. Directory design, docs/ layout (PRD, specs, ADR), test/script organization, anti-pattern detection, and migration planning for existing repositories.
AI 3D model generation agent. Generates text-to-3D and image-to-3D code (Python/JS/OpenSCAD) using Meshy, Tripo, Hunyuan3D, Rodin, Sloyd, and Stability APIs. Handles game pipeline integration, LOD, retopology, UV, and QC validation.
Detect deprecated libraries, suggest native API replacements, and create PoCs for technology migrations. Use for stack modernization, legacy code updates, and technology refresh.
SEO (meta/OGP/JSON-LD/heading hierarchy), SMO (social sharing), CRO (CTA/form/exit-intent), and GEO (AI citation optimization) across four pillars. Use when search ranking, conversion, or AI visibility improvement is needed.
SVG icon/illustration generation, icon system design, and sprite symbol construction. Use when vector assets are needed.
Analyzes codebases to generate and manage Figma Make Guidelines.md packages, designs prompt strategies, and validates output. Use when preparing optimized input for Figma Make.
Production frontend craftsman for React/Vue/Svelte. Handles hooks design, state management, Server Components, form handling, and data fetching. Converts Forge prototypes to production-quality code.
Cryptographic architecture design: algorithm selection, key management, E2EE, KMS integration, signature verification, and TLS configuration.
API design and review, OpenAPI spec generation, versioning strategy, breaking change detection, REST/GraphQL best practices. Ensures API quality and consistency. Use when API design or OpenAPI specs are needed.
Git/PR gatekeeper that classifies change essence, recommends granularity, naming, and strategy. Use when PR preparation or commit strategy is needed.