wp-playground
Use for WordPress Playground workflows: fast disposable WP instances in the browser or locally via @wp-playground/cli (server, run-blueprint, build-snapshot), auto-mounting plugins/themes, switching WP/PHP versions, blueprints, and debugging (Xdebug).
wp-performance
Use when investigating or improving WordPress performance (backend-only agent): profiling and measurement (WP-CLI profile/doctor, Server-Timing, Query Monitor via REST headers), database/query optimization, autoloaded options, object caching, cron, HTTP API calls, and safe verification.
wp-interactivity-api
Use when building or debugging WordPress Interactivity API features (data-wp-* directives, @wordpress/interactivity store/state/actions, block viewScriptModule integration, wp_interactivity_*()) including performance, hydration, and directive behavior.
contract-maturity-issue-writer
Use when assessing a smart contract repository with code maturity criteria and converting concrete gaps into structured GitHub issues.
audit-report-generator
Generate professional PDF audit reports from markdown findings. Use when converting security audit findings to formal PDF reports, creating audit deliverables, or formatting vulnerability assessments. Triggers on requests to "generate audit report", "create PDF report", "format findings as PDF", or any audit report generation task.
x-content-optimizer
Audit and optimize tweets, X articles, and threads for X's recommendation algorithm. Use when user wants to review content before posting, improve engagement potential, or get algorithm-friendly suggestions. Triggers on /x-content-optimizer or requests to "review tweet", "optimize for X algorithm", "audit my post", or "improve engagement".
apisix-dev
Guide APISIX Development environment setup and run tests. Trigger when user mentions "APISIX test", "run APISIX tests", "APISIX testing", "setup APISIX test environment", "TEST::NGINX", "prove test", "APISIX CI", "test-nginx", "APISIX development environment", "APISIX deployment mode", "config_provider yaml", "apisix.yaml", "standalone mode", "data_plane role", or asks about running specific APISIX test files.
apisix-adc
Use ADC (APISIX Declarative CLI) to manage all Apache APISIX resources. Trigger when user mentions "APISIX", "manage APISIX", "configure APISIX", "APISIX route", "APISIX service", "APISIX upstream", "APISIX consumer", "APISIX plugin", "APISIX SSL", "APISIX gateway", "global rules", "install adc", "adc ping", "adc sync", "adc diff", "adc dump", "adc lint", "create route", "add consumer", "configure upstream", "rate limiting", "API authentication", "API gateway", or any APISIX/ADC configuration task.
github-kb
Explore, research, and learn GitHub open source projects. Use when users want to understand implementation details, technical solutions, or track trending repositories. Clone repos and analyze source code based on user questions. Manage a local knowledge base with CLAUDE.md index.
resolve-pr-comments
Resolve bot review comments (CodeRabbit, Copilot, Gemini) on GitHub PRs using subagents. Use when: (1) User asks to 'review PR comments' or 'resolve PR comments', (2) User says 'work through PR N comments' or 'handle bot comments', (3) Need to triage CodeRabbit/Copilot/Gemini review comments, (4) Processing PR feedback at scale, (5) Want to see what's already fixed vs still pending. NOT for: creating PRs, reviewing code yourself, writing new reviews. Triggers: review PR comments, resolve PR comments, work through PR comments, handle bot comments, process CodeRabbit comments, triage PR feedback, fix PR review issues, resolve bot comments, pr comment resolver.
tdd
Strict Red-Green-Refactor workflow for robust, self-documenting code. Discovers project test setup via codebase exploration before assuming frameworks. Use when: (1) Implementing new features with test-first approach, (2) Fixing bugs with reproduction tests, (3) Refactoring existing code with test safety net, (4) Adding tests to legacy code, (5) Ensuring code quality before committing, (6) When tests exist but workflow unclear, or (7) When establishing testing practices in a new project. Triggers: test, tdd, red-green-refactor, failing test, test first, test-driven, write tests, add tests, run tests.
ui-animation
Guide tasteful UI animation with easing, springs, layout animations, gestures, and accessibility. Covers Tailwind and Motion patterns. Use when: (1) Implementing enter/exit animations, (2) Choosing easing curves, (3) Configuring springs, (4) Layout animations and shared elements, (5) Drag/swipe gestures, (6) Micro-interactions, (7) Ensuring prefers-reduced-motion accessibility. Triggers: animate, animation, easing, spring, transition, motion, layout, gesture, drag, swipe, reduced motion, framer motion.
use-graphite
Manage stacked PRs with Graphite CLI (gt) instead of git push/gh pr create. Auto-detects Graphite repos and blocks conflicting commands with helpful alternatives. Use when: (1) About to run git push or gh pr create in a Graphite repo, (2) Creating a new branch for a feature, (3) Submitting code for review, (4) Large changes that should be split into reviewable chunks, (5) Hook blocks your git command and suggests gt equivalent. NOT for: repos not initialized with Graphite, git add/commit/status/log. Triggers: git push blocked, gh pr create blocked, create branch, submit PR, stacked PRs, split large PR, gt create, gt submit, graphite workflow.
git-commit
Write clear git commits with Conventional Commits format. Detects project conventions from history and config. Guides commit granularity. Use when: (1) Completing working code, (2) Code builds and tests pass, (3) Ready to save, (4) Before pushing, (5) After review feedback. Triggers: automatically when finishing commitable work that builds and passes tests.
docs-write
Write or update documentation (tutorial, how-to, reference, explanation) with clear style, structure, visuals, API/ADR/runbook patterns. Use when: (1) Creating or updating docs after code changes, (2) During PR preparation or addressing review feedback, (3) Adding new features that need documentation, (4) Updating API endpoints, database schemas, or configuration, (5) Creating ADRs or runbooks, (6) Adding or updating diagrams and visual documentation, (7) When documentation needs to be written or revised, (8) For tutorial creation, how-to guides, or technical writing, or (9) For documentation standards compliance and structure. Triggers: write docs, update documentation, create documentation, write tutorial, document API, write ADR, create runbook, add documentation, document this, write how-to.
code-quality
Run comprehensive code quality checks including TypeScript typecheck, ESLint linting, Prettier formatting, and Markdown validation. Auto-fixes formatting issues in agent mode or provides read-only checks for CI pipelines. Use when: (1) Before committing code changes, (2) In CI/CD pipelines for automated quality gates, (3) After making significant code changes, (4) When preparing code for review, (5) When ensuring code meets quality standards, (6) For type checking, linting, formatting, and markdown validation, (7) In pre-commit hooks, or (8) For automated quality gates before merging. Triggers: finalize, code quality, typecheck, lint, format, check code, quality check, run checks, pre-commit, before commit, CI checks, validate code.
code-review
Review code changes using CodeRabbit CLI - supports uncommitted files (task mode) or all PR files vs main branch (pr mode). Catches bugs, security issues, and code quality problems before committing or when reviewing pull requests. Use when: (1) Reviewing uncommitted changes before committing (task mode), (2) Reviewing all changed files in a PR against main branch (pr mode), (3) Working on subtasks and want to check progress, (4) Need feedback on work-in-progress code, (5) Preparing PR for merge, (6) When CodeRabbit review is needed, (7) For bug detection and security scanning, or (8) For automated code quality assessment. Triggers: review code, check code quality, review changes, code review, review PR, check for bugs, security scan, review uncommitted, finalize code, pre-commit review.
docs-check
Analyze git diff to identify code changes requiring documentation updates. Categorizes changes (database/schema, API endpoints, components, configuration, authentication) and suggests relevant documentation files to review. Use when: (1) After making code changes, (2) Before committing significant changes, (3) When adding new features or modifying APIs, (4) During PR preparation, (5) When working with database schemas, API routes, components, or configuration files, (6) To ensure documentation stays synchronized with code changes, (7) For documentation sync and maintenance, or (8) For pre-commit documentation checks. Triggers: check docs, docs check, documentation check, update docs, sync documentation, what docs need updating, check if docs are up to date, after code changes, before committing.
image-generation
Generate, edit, and upscale AI images. Use when creating visual assets for apps, websites, or documentation. FREE Cloudflare tier for iterate generation (~96/day), Fal.ai for paid tiers. Four quality tiers (iterate/default/premium/max). Supports text specialists, multi-ref editing, SVG, background removal. Triggers: generate image, create image, edit image, upscale, logo, picture of, remove background.
research
Conduct comprehensive academic research using OpenAlex, PDF extraction, paper search MCPs, and web search. Always produces comprehensive reports with 5+ evidence cards covering conflicting ideas and best approaches. Integrates academic papers (high weight) and non-academic sources (blogs, docs - lower weight but valuable for SOTA). Use when: (1) Researching software architecture patterns, (2) Finding academic papers on technical topics, (3) Conducting literature reviews, (4) Analyzing research papers for evidence-based decisions, (5) Building evidence cards from papers, (6) Finding related works and citations, or (7) When you need grounded, paper-backed technical recommendations. Triggers: research, find papers, literature review, evidence-based, academic research, compare approaches, what does research say, find studies on, search for papers about.
search
Search the web, library documentation, and GitHub repositories using Tavily, Context7, GitHub Grep, Exa fallback, and Z.AI Web Search Prime MCP fallback. Use when: (1) Looking up documentation for libraries or frameworks, (2) Searching for code examples or tutorials, (3) Finding API references or specifications, (4) Researching best practices or solutions, (5) Looking up error messages or troubleshooting guides, (6) Finding library installation instructions, (7) Searching for real-world code patterns in GitHub repositories, or (8) When you need current web information or documentation. Triggers: search, look up, find documentation, search web, lookup, find examples, search for, how to, tutorial, API reference, documentation for, error message, troubleshoot, best practices, find code examples, GitHub search.
ui-component-builder
Build reusable UI components with modern frameworks like React, Vue, and vanilla JavaScript. Creates accessible, responsive, and customizable interface elements including buttons, forms, modals, navigation, and complex widgets.
landing-page-creator
Create high-converting landing pages with optimized copy, structure, and design elements. Generates complete pages for lead generation, product launches, event registration, and sales campaigns with conversion-focused layouts.
modern-web-design
Create modern, responsive websites with professional design systems. Generates complete HTML/CSS/JS websites with Tailwind CSS, modern animations, and mobile-first responsive design. Perfect for landing pages, portfolios, business sites, and SaaS applications.
brand-voice-generator
Develop consistent brand voice and messaging guidelines for companies and personal brands. Creates tone, style, and communication frameworks that align with brand values and target audience preferences.
backstage-style-web
Generate enterprise-grade web applications using Backstage Design System. Create admin dashboards, developer tools, and internal applications with modern React components, dark/light themes, and responsive design patterns based on Radix UI and Tailwind CSS.
content-optimization
Optimize content for SEO, engagement, and conversion across multiple platforms. Analyzes content structure, readability, keyword density, and provides actionable recommendations for blog posts, landing pages, social media, and marketing materials.
ken-style-social-media
Generate authentic social media content in Ken's distinctive multilingual style - mixing Cantonese, English, and Traditional Chinese for personal branding, product promotion, and educational content. Perfect for creating viral posts that combine vulnerability, authority, and conversion optimization.
Explorer vs Lecturer Coaching Model
A feedback approach where the manager acts as a curious investigator rather than an authoritarian expert, using observation and questions to help direct reports self-diagnose issues. Use during 1:1s and performance reviews.
Culture-as-Product Operating System
Treat company culture as a product you build for employees. Iterate on it using feedback loops (NPS), identify bugs, and evolve it—don't try to preserve a static version.
Bar Raiser Hiring Mechanism
A quality control mechanism with a designated interviewer from outside the hiring chain who has veto power to ensure candidates raise the bar (better than 50% of current employees in role). Amazon's talent density secret.
Agent Mindset Termination Protocol
When firing someone, separate the business decision from humane implementation. Act as their talent agent—actively use your network to help them find their next role.
Single Consciousness Roadmap
A planning framework where the entire company operates off a single, rolling two-year roadmap with synchronized releases. Use when shipping frequently but customers aren't noticing, or when engineering and marketing are out of sync.
Functional Consolidation Model
Restructure organizations by eliminating divisions and GMs, organizing strictly by function to reduce politics and ensure experts lead experts. Use when sensing slowdown, bureaucracy, or fracturing user experience post-PMF.
four-bbs-roadmap
Use during quarterly or annual roadmap planning, when Engineering wants tech debt work while PMs want features and Leadership wants moonshots, to force explicit resource allocation
seasonal-planning
Use in rapidly evolving industries like AI where 6-month plans become obsolete, when needing to balance direction with agility, or when traditional annual roadmaps fail
Product Strategy Stack
A hierarchical framework forcing alignment from top down—Mission, Company Strategy, Product Strategy, Roadmap, Goals. Strategy precedes goals; goals measure progress against a strategy.
PR/FAQ Product Validation
Write a future-dated Press Release and FAQ before any coding begins to ensure the product solves a real customer problem. Work backwards from the customer, not forward from capabilities. Amazon's foundational process.
strategic-narrative
Use when traditional problem/solution pitches fail to differentiate, when teams are misaligned around messaging, or when entering Series B/scaling phases where founder-led sales no longer scale
divergent-working-backwards
Use when defining new product lines or major pivots, when single PR/FAQ leads to tunnel vision, or when giving leadership real strategic choices instead of yes/no decisions
Give Away Your Legos
In scaling companies, once you master a role you must hand it off and move to a bigger, messier challenge. Holding on buries you; giving away allows you to tackle bigger challenges.
Flashtag Communication Protocol
Use explicit tags (#fyi, #suggestion, #recommendation, #plea) in written communication to clarify the expected weight and required response level. Eliminates the "Founder Megaphone" problem.
delicate-conversation-scripts
Use when delivering difficult feedback (performance issues, firing, promotion denial), when managers avoid necessary conversations due to fear, or when needing structured scripts for high-stakes communication
Entropy Defense Mechanism
Deliberately impose artificial constraints and simplification rules to counteract organizational drift toward complexity. Complexity kills companies—fight it with binary rules.
bar-test-positioning
Use after drafting positioning statements, before writing website copy, or when marketing language sounds corporate rather than human
Causal Interview Protocol
A JTBD interviewing technique to reconstruct the customer's timeline and uncover causal mechanisms behind a purchase. Resembles criminal investigation—penetrate surface-level answers to find the struggling moment.
chatter-driven-development
Use when designing futuristic agentic workflows, when wanting AI to proactively act on team communications, or when eliminating the bottleneck of formal specifications
curiosity-loops
Use when facing a significant decision (career pivot, product direction, technical choice) and feeling stuck or indecisive, when seeking contextual advice rather than generic recommendations
Diagnose with Data, Treat with Design
Use data to establish business observability (diagnosing problems) but use creative design thinking to solve them (treatment). Resolves the conflict between data-driven and intuition-driven product development.
lazy-vain-selfish-users
Use when designing onboarding flows, writing marketing copy, or creating the first-mile product experience to capture attention from indifferent users
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