acaprino
158 verified skills322 total stars
frontend-css
Unified web frontend knowledge base covering CSS architecture, UX psychology, UI components, distinctive aesthetics, and interface design generation. TRIGGER WHEN: working on web styling, design systems, component decisions, responsive strategy, distinctive frontend aesthetics, or exploring multiple interface designs. DO NOT TRIGGER WHEN: the task is purely backend or unrelated to web frontend.
development5
codebase-mapper
Knowledge base for the codebase-mapper plugin. Provides writing guidelines, tone rules, and diagram conventions for generating human-readable project guides. Referenced by all codebase-mapper agents during document generation. TRIGGER WHEN: referenced by codebase-mapper pipeline agents (codebase-explorer, overview-writer, tech-writer, flow-writer, onboarding-writer, ops-writer, config-writer, guide-reviewer) during document generation. DO NOT TRIGGER WHEN: outside the /map-codebase pipeline (general documentation work should use docs:readme-craft or codebase-mapper:docs-create).
tools5
multi-reviewer-patterns
Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.
development5
frontend-css
Unified web frontend knowledge base covering CSS architecture, UX psychology, UI components, distinctive aesthetics, and interface design generation. TRIGGER WHEN: working on web styling, design systems, component decisions, responsive strategy, distinctive frontend aesthetics, or exploring multiple interface designs. DO NOT TRIGGER WHEN: the task is purely backend or unrelated to web frontend.
development5
multi-reviewer-patterns
Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.
development5
ibkr-trading
Comprehensive Interactive Brokers algotrading knowledge base covering TWS API 10.45 architecture, ib_async event-driven programming, market data subscriptions, order execution with bracket orders, historical data with pacing rules, reconnection resilience, IBC automation, and Windows production deployment. TRIGGER WHEN: building, implementing, writing, coding, creating, optimizing, or debugging IB trading systems with Python. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
skills-creator
Guided creation of Claude Code plugin components -- skills, agents, commands, and full plugins. Walks through requirements gathering, generates production-ready files with real content (not placeholders), registers in marketplace.json, and bumps versions. Also trigger on "new skill", "new agent", "new plugin", "add a skill", "add an agent", "skills-creator", "skills-hammer". Also helps decide skill vs agent architecture when reorganizing plugins. DO NOT TRIGGER for editing or updating existing components -- only for new creation or architectural decisions (skill vs agent). TRIGGER WHEN: the user asks to create, add, scaffold, or build a new skill, agent, command, or plugin DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
rag-development
Comprehensive RAG development knowledge base covering chunking, embeddings, vector databases, retrieval strategies, advanced patterns (Graph RAG, CRAG, Self-RAG, Agentic RAG), evaluation, and production deployment. TRIGGER WHEN: building, implementing, writing, coding, creating, optimizing, or auditing RAG systems. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development5
rag-development
Comprehensive RAG development knowledge base covering chunking, embeddings, vector databases, retrieval strategies, advanced patterns (Graph RAG, CRAG, Self-RAG, Agentic RAG), evaluation, and production deployment. TRIGGER WHEN: building, implementing, writing, coding, creating, optimizing, or auditing RAG systems. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development5
obsidian-plugin-development
Ensures compliance with Obsidian's automated plugin review (community.obsidian.md), eslint-plugin-obsidianmd rules, and official Obsidian plugin guidelines. TRIGGER WHEN: writing, reviewing, or fixing Obsidian community plugin code DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
memory-forensics
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.
tools5
opentelemetry
OpenTelemetry Python instrumentation knowledge base covering distributed tracing, async context propagation, custom transport propagators, sampling strategies, exporter configuration, and production observability patterns. SDK v1.42.1 target. TRIGGER WHEN: working with OpenTelemetry, distributed tracing, span instrumentation, context propagation, OTLP exporters, sampling strategies, or observability pipelines. DO NOT TRIGGER WHEN: general logging without trace correlation, or application monitoring tools unrelated to OTel.
tools5
memory-forensics
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.
tools5
prompt-improver
This skill enriches vague prompts with targeted research and clarification before execution. Should be used when a prompt is determined to be vague and requires systematic research, question generation, and execution guidance. TRIGGER WHEN: the UserPromptSubmit hook flags a prompt as vague and the agent needs to research, generate clarifying questions, and wrap the prompt in an evaluation block. DO NOT TRIGGER WHEN: the prompt is already specific, or the user is invoking a slash command (the hook bypasses those via the /, #, @, ! prefixes).
testing5
opentelemetry
OpenTelemetry Python instrumentation knowledge base covering distributed tracing, async context propagation, custom transport propagators, sampling strategies, exporter configuration, and production observability patterns. SDK v1.42.1 target. TRIGGER WHEN: working with OpenTelemetry, distributed tracing, span instrumentation, context propagation, OTLP exporters, sampling strategies, or observability pipelines. DO NOT TRIGGER WHEN: general logging without trace correlation, or application monitoring tools unrelated to OTel.
tools5
team-communication-protocols
Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing communication norms for a newly spawned team, when deciding which message type to use (broadcast was removed; address recipients individually), when a team-lead needs to review and approve an implementer's plan before work begins, when orchestrating a graceful team shutdown after all tasks are complete, or when debugging why teammates are not coordinating correctly at integration points.
development5
prompt-improver
This skill enriches vague prompts with targeted research and clarification before execution. Should be used when a prompt is determined to be vague and requires systematic research, question generation, and execution guidance. TRIGGER WHEN: the UserPromptSubmit hook flags a prompt as vague and the agent needs to research, generate clarifying questions, and wrap the prompt in an evaluation block. DO NOT TRIGGER WHEN: the prompt is already specific, or the user is invoking a slash command (the hook bypasses those via the /, #, @, ! prefixes).
testing5
stripe
Stripe payments knowledge base -- API patterns, checkout optimization, subscription lifecycle, pricing strategies, webhook reliability, Firebase integration, cost analysis, and revenue modeling. Loaded by stripe-integrator and revenue-optimizer agents; also consumable directly when the user asks for Stripe-specific patterns without needing an agent. TRIGGER WHEN: working with Stripe API (Payment Intents, Customers, Subscriptions, Checkout Sessions, Connect, webhooks, tax, usage-based billing), pricing strategy, or revenue modeling. DO NOT TRIGGER WHEN: payment work is non-Stripe (PayPal, Square, crypto) or the task is generic e-commerce unrelated to payments.
development5
obsidian-scaffold
Scaffolds project structure, manifest, tsconfig, esbuild config, and a minimal plugin class that passes Obsidian's automated plugin review. TRIGGER WHEN: the user asks to start, create, bootstrap, or initialize a new Obsidian community plugin DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
obsidian-check
Reviews code against all Obsidian automated plugin review rules and reports violations with fixes. Use PROACTIVELY before any git push on an Obsidian plugin project. TRIGGER WHEN: preparing an Obsidian plugin for submission or before pushing code DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
obsidian-scaffold
Scaffolds project structure, manifest, tsconfig, esbuild config, and a minimal plugin class that passes Obsidian's automated plugin review. TRIGGER WHEN: the user asks to start, create, bootstrap, or initialize a new Obsidian community plugin DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
obsidian-plugin-development
Ensures compliance with Obsidian's automated plugin review (community.obsidian.md), eslint-plugin-obsidianmd rules, and official Obsidian plugin guidelines. TRIGGER WHEN: writing, reviewing, or fixing Obsidian community plugin code DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
obsidian-check
Reviews code against all Obsidian automated plugin review rules and reports violations with fixes. Use PROACTIVELY before any git push on an Obsidian plugin project. TRIGGER WHEN: preparing an Obsidian plugin for submission or before pushing code DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
stripe
Stripe payments knowledge base -- API patterns, checkout optimization, subscription lifecycle, pricing strategies, webhook reliability, Firebase integration, cost analysis, and revenue modeling. Loaded by stripe-integrator and revenue-optimizer agents; also consumable directly when the user asks for Stripe-specific patterns without needing an agent. TRIGGER WHEN: working with Stripe API (Payment Intents, Customers, Subscriptions, Checkout Sessions, Connect, webhooks, tax, usage-based billing), pricing strategy, or revenue modeling. DO NOT TRIGGER WHEN: payment work is non-Stripe (PayPal, Square, crypto) or the task is generic e-commerce unrelated to payments.
development5
binary-analysis-patterns
Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.
development5
tdd
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.
development5
binary-analysis-patterns
Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.
development5
kotlin-specialist
Idiomatic Kotlin implementation patterns: coroutines and structured concurrency, Flow / StateFlow / SharedFlow, Kotlin Multiplatform (KMP) shared-code architecture, Jetpack Compose UI, Ktor server with JWT auth and Exposed, and type-safe DSL design (lambdas with receivers, delegated properties, inline reified, value classes). TRIGGER WHEN: building, writing, or reviewing Kotlin code using coroutines / Flow / suspend functions, expect/actual, Compose composables / ViewModels, Ktor routing, sealed-class state modeling, scope functions, or DSL builders. DO NOT TRIGGER WHEN: libGDX game work (use libgdx-development), Android Java without Kotlin, or pure JVM tuning unrelated to Kotlin language features.
development5
frontend-strategy
Strategic website planning skill that conducts structured client discovery, produces professional deliverables (website brief, sitemap, design direction, content strategy), and orchestrates frontend-design, frontend-layout, seo-specialist, and content-marketer agents automatically. TRIGGER WHEN: planning a new website or redesign before any code is written. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
agent-sdk-builder
Build apps with the Claude Agent SDK (formerly Claude Code SDK). Covers programmatic agent loops, tool integration, subagent orchestration, prompt caching, and migration between Claude model versions. TRIGGER WHEN: code references claude-agent-sdk, user says "agent sdk", "build an agent", "programmatic claude", "claude code sdk", "sidecar", "run claude programmatically". DO NOT TRIGGER WHEN: user is using the Claude API client SDK (`anthropic`/`@anthropic-ai/sdk`) for direct chat completions, or doing general programming unrelated to agent orchestration.
tools5
ibkr-trading
Comprehensive Interactive Brokers algotrading knowledge base covering TWS API 10.45 architecture, ib_async event-driven programming, market data subscriptions, order execution with bracket orders, historical data with pacing rules, reconnection resilience, IBC automation, and Windows production deployment. TRIGGER WHEN: building, implementing, writing, coding, creating, optimizing, or debugging IB trading systems with Python. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
team-composition-patterns
Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for a task, when choosing between a review team versus a feature team versus a debug team, when selecting the correct subagent_type for each role to ensure agents have the tools they need, when configuring display modes (tmux, iTerm2, in-process) for a CI or local environment, or when building a custom team composition for a non-standard workflow such as a migration or security audit.
tools5
skills-creator
Guided creation of Claude Code plugin components -- skills, agents, commands, and full plugins. Walks through requirements gathering, generates production-ready files with real content (not placeholders), registers in marketplace.json, and bumps versions. Also trigger on "new skill", "new agent", "new plugin", "add a skill", "add an agent", "skills-creator", "skills-hammer". Also helps decide skill vs agent architecture when reorganizing plugins. DO NOT TRIGGER for editing or updating existing components -- only for new creation or architectural decisions (skill vs agent). TRIGGER WHEN: the user asks to create, add, scaffold, or build a new skill, agent, command, or plugin DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
codebase-mapper
Knowledge base for the codebase-mapper plugin. Provides writing guidelines, tone rules, and diagram conventions for generating human-readable project guides. Referenced by all codebase-mapper agents during document generation. TRIGGER WHEN: referenced by codebase-mapper pipeline agents (codebase-explorer, overview-writer, tech-writer, flow-writer, onboarding-writer, ops-writer, config-writer, guide-reviewer) during document generation. DO NOT TRIGGER WHEN: outside the /map-codebase pipeline (general documentation work should use docs:readme-craft or codebase-mapper:docs-create).
tools5
team-composition-patterns
Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for a task, when choosing between a review team versus a feature team versus a debug team, when selecting the correct subagent_type for each role to ensure agents have the tools they need, when configuring display modes (tmux, iTerm2, in-process) for a CI or local environment, or when building a custom team composition for a non-standard workflow such as a migration or security audit.
tools5
kotlin-specialist
Idiomatic Kotlin implementation patterns: coroutines and structured concurrency, Flow / StateFlow / SharedFlow, Kotlin Multiplatform (KMP) shared-code architecture, Jetpack Compose UI, Ktor server with JWT auth and Exposed, and type-safe DSL design (lambdas with receivers, delegated properties, inline reified, value classes). TRIGGER WHEN: building, writing, or reviewing Kotlin code using coroutines / Flow / suspend functions, expect/actual, Compose composables / ViewModels, Ktor routing, sealed-class state modeling, scope functions, or DSL builders. DO NOT TRIGGER WHEN: libGDX game work (use libgdx-development), Android Java without Kotlin, or pure JVM tuning unrelated to Kotlin language features.
development5
frontend-strategy
Strategic website planning skill that conducts structured client discovery, produces professional deliverables (website brief, sitemap, design direction, content strategy), and orchestrates frontend-design, frontend-layout, seo-specialist, and content-marketer agents automatically. TRIGGER WHEN: planning a new website or redesign before any code is written. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools5
agent-sdk-builder
Build apps with the Claude Agent SDK (formerly Claude Code SDK). Covers programmatic agent loops, tool integration, subagent orchestration, prompt caching, and migration between Claude model versions. TRIGGER WHEN: code references claude-agent-sdk, user says "agent sdk", "build an agent", "programmatic claude", "claude code sdk", "sidecar", "run claude programmatically". DO NOT TRIGGER WHEN: user is using the Claude API client SDK (`anthropic`/`@anthropic-ai/sdk`) for direct chat completions, or doing general programming unrelated to agent orchestration.
tools5
tdd
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.
development5
mt5-trading
Comprehensive MetaTrader 5 Python algotrading knowledge base covering the official synchronous API, polling-based event systems, order execution with fill modes, historical data functions, reconnection resilience, and Windows production deployment. Includes aiomql and ZeroMQ bridge alternatives. TRIGGER WHEN: building, implementing, writing, coding, creating, optimizing, or debugging MT5 trading systems with Python. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development5
mt5-trading
Comprehensive MetaTrader 5 Python algotrading knowledge base covering the official synchronous API, polling-based event systems, order execution with fill modes, historical data functions, reconnection resilience, and Windows production deployment. Includes aiomql and ZeroMQ bridge alternatives. TRIGGER WHEN: building, implementing, writing, coding, creating, optimizing, or debugging MT5 trading systems with Python. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development5
team-communication-protocols
Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing communication norms for a newly spawned team, when deciding which message type to use (broadcast was removed; address recipients individually), when a team-lead needs to review and approve an implementer's plan before work begins, when orchestrating a graceful team shutdown after all tasks are complete, or when debugging why teammates are not coordinating correctly at integration points.
development5
pwa-development
Progressive Web App knowledge base for 2025-2026: Web App Manifest, Service Workers (Workbox 7, Serwist), Web Push (VAPID, RFC 8030/8291/8292, Declarative Push for Safari 18.4+), install flows (beforeinstallprompt, Window Controls Overlay), OPFS storage, Project Fugu, Core Web Vitals (INP < 200ms), security (HTTPS, CSP, COOP/COEP), and distribution (Bubblewrap, PWA Builder MSIX, Capacitor). TRIGGER WHEN: building, auditing, or debugging PWAs, including manifest, service worker, Web Push, install flow, OPFS, Background Sync, Wake Lock, vite-plugin-pwa, Next.js Serwist, @angular/pwa, @vite-pwa/nuxt, Bubblewrap, TWA, PWA Builder, or Capacitor wrapping. DO NOT TRIGGER WHEN: the task is generic frontend styling (use frontend), React performance (use react-development:review-react), cross-platform security unrelated to PWA (use platform-engineering), Tauri or Electron wrappers (use tauri-development), or GA4 / analytics (use digital-marketing).
tools3
abstraction-architect
Knowledge base for pure-architecture decisions on when to unify duplicated logic into a shared abstraction versus leave it duplicated. Covers the canonical theory (Rule of Three, DRY/WET/AHA, Wrong Abstraction, Locality of Behaviour, Bounded Contexts, Tidy First options framing, CUPID vs SOLID), 12 essential-duplication patterns that justify unification, 12 wrong-abstraction patterns that justify inlining or decomposition, an operational decision frame, and a verified reading list. TRIGGER WHEN: the user is making an architectural decision about whether to centralize, extract, or remove a layer; reviewing an abstraction for premature generality; auditing scattered cross-cutting concerns; spawned by the abstraction-architect agent during /abstraction-architect:audit; the user asks "should I extract this into a service" / "is this DRY enough" / "is this wrong abstraction". DO NOT TRIGGER WHEN: the task is code formatting and readability cleanup (use clean-code:clean-code), Python-specific refactoring with metrics (use python-development:python-refactor), generic dead-code removal (use senior-review:cleanup-dead-code), security review (use senior-review:security-auditor), or pure pattern-consistency review without an architecture lens (use senior-review:code-auditor).
development3
abstraction-architect
Knowledge base for pure-architecture decisions on when to unify duplicated logic into a shared abstraction versus leave it duplicated. Covers the canonical theory (Rule of Three, DRY/WET/AHA, Wrong Abstraction, Locality of Behaviour, Bounded Contexts, Tidy First options framing, CUPID vs SOLID), 12 essential-duplication patterns that justify unification, 12 wrong-abstraction patterns that justify inlining or decomposition, an operational decision frame, and a verified reading list. TRIGGER WHEN: the user is making an architectural decision about whether to centralize, extract, or remove a layer; reviewing an abstraction for premature generality; auditing scattered cross-cutting concerns; spawned by the abstraction-architect agent during /abstraction-architect:audit; the user asks "should I extract this into a service" / "is this DRY enough" / "is this wrong abstraction". DO NOT TRIGGER WHEN: the task is code formatting and readability cleanup (use clean-code:clean-code), Python-specific refactoring with metrics (use python-development:python-refactor), generic dead-code removal (use senior-review:cleanup-dead-code), security review (use senior-review:security-auditor), or pure pattern-consistency review without an architecture lens (use senior-review:code-auditor).
development3
pwa-development
Progressive Web App knowledge base for 2025-2026: Web App Manifest, Service Workers (Workbox 7, Serwist), Web Push (VAPID, RFC 8030/8291/8292, Declarative Push for Safari 18.4+), install flows (beforeinstallprompt, Window Controls Overlay), OPFS storage, Project Fugu, Core Web Vitals (INP < 200ms), security (HTTPS, CSP, COOP/COEP), and distribution (Bubblewrap, PWA Builder MSIX, Capacitor). TRIGGER WHEN: building, auditing, or debugging PWAs, including manifest, service worker, Web Push, install flow, OPFS, Background Sync, Wake Lock, vite-plugin-pwa, Next.js Serwist, @angular/pwa, @vite-pwa/nuxt, Bubblewrap, TWA, PWA Builder, or Capacitor wrapping. DO NOT TRIGGER WHEN: the task is generic frontend styling (use frontend), React performance (use react-development:review-react), cross-platform security unrelated to PWA (use platform-engineering), Tauri or Electron wrappers (use tauri-development), or GA4 / analytics (use digital-marketing).
tools3
protocol-reverse-engineering
Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.
development2
radix-ui
Expert guidance for building with Radix UI -- Primitives (unstyled accessible components) and Themes (pre-styled design system). Covers composition patterns, asChild prop, accessibility, animation, theming, color system, and keyboard navigation. Trigger when working with Radix components, @radix-ui packages, or building accessible UI primitives. Also trigger on mentions of "radix", "radix-ui", "radix primitives", "radix themes", "@radix-ui/react-*", or the unified "radix-ui" package. TRIGGER WHEN: working with Radix components, @radix-ui packages, or building accessible UI primitives DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development2
platform-engineering
Cross-platform development rulebook covering security, architecture, and performance for SPA, PWA, mobile (iOS/Android), and desktop (Electron/Tauri) applications. MUST/DO/DON'T framework with real-world incident references and platform-specific guidance. TRIGGER WHEN: reviewing or building cross-platform apps, checking security posture, validating architecture decisions, optimizing performance, or auditing code against industry standards (OWASP, Core Web Vitals, OAuth 2.1). DO NOT TRIGGER WHEN: the task is purely about UI design, copywriting, or business logic unrelated to platform engineering concerns.
development2
writing-plans
Turn a confirmed design or spec into a comprehensive, task-by-task implementation plan. Use after brainstorming when the task involves 3+ files or multiple implementation steps. A conversation that evolved through brainstorming into a confirmed design MUST invoke this skill before writing any code, even if the user never explicitly said "write a plan". TRIGGER WHEN: (1) user says 'write a plan', 'create a plan', 'implementation plan', 'plan this', 'break this into tasks'; (2) the conversation has produced a design, spec, or set of decisions and is naturally transitioning toward implementation -- e.g., the user approved an approach, confirmed architecture choices, or said "let's do it" / "go ahead" / "proceed". DO NOT TRIGGER WHEN: user wants to brainstorm first (use brainstorming), wants to execute an existing plan (use executing-plans), or is doing a simple one-file change.
development2
ga4-implementation
Knowledge base for implementing Google Analytics 4 (GA4) and Google Tag Manager (GTM) on websites, with deep coverage of EU/GDPR Consent Mode v2 compliance, CMP selection (iubenda, Orestbida CookieConsent), event taxonomy, conversion (Key Event) configuration, remarketing audiences, framework-specific integration (vanilla HTML, Next.js, React, WordPress), Microsoft Clarity and Search Console integration, and diagnostic patterns for low-traffic sites. TRIGGER WHEN: implementing or auditing GA4, GTM, gtag, dataLayer, Consent Mode v2, cookie banner, conversion tracking, Key Events, remarketing audiences, Google Ads conversion import, Enhanced Conversions, or diagnosing why a site has traffic but no conversions. DO NOT TRIGGER WHEN: the task involves non-Google analytics (Matomo, Plausible, Fathom), server-side analytics infrastructure unrelated to GA4/GTM, BigQuery export pipelines, or pure SEO work without a measurement layer.
development2
libgdx-development
Comprehensive libGDX cross-platform game development knowledge base covering project generation via gdx-liftoff, the rendering pipeline, Scene2D and Ashley ECS architecture, Box2D physics, AssetManager lifecycle, Screen management, Tiled map integration, and multi-platform deployment to Desktop (LWJGL3), Android, iOS (RoboVM), and HTML5 (GWT/TeaVM). Includes libGDX 1.14.0 breaking changes and Kotlin compatibility caveats. TRIGGER WHEN: building, implementing, writing, coding, creating, optimizing, or debugging libGDX games; scaffolding or starting new libGDX projects; migrating libGDX versions; choosing libGDX architecture patterns. DO NOT TRIGGER WHEN: the task is general Java/Kotlin work unrelated to libGDX, or the engine is not libGDX (jMonkey, KorGE, Godot, Unity).
development2
libgdx-development
Comprehensive libGDX cross-platform game development knowledge base covering project generation via gdx-liftoff, the rendering pipeline, Scene2D and Ashley ECS architecture, Box2D physics, AssetManager lifecycle, Screen management, Tiled map integration, and multi-platform deployment to Desktop (LWJGL3), Android, iOS (RoboVM), and HTML5 (GWT/TeaVM). Includes libGDX 1.14.0 breaking changes and Kotlin compatibility caveats. TRIGGER WHEN: building, implementing, writing, coding, creating, optimizing, or debugging libGDX games; scaffolding or starting new libGDX projects; migrating libGDX versions; choosing libGDX architecture patterns. DO NOT TRIGGER WHEN: the task is general Java/Kotlin work unrelated to libGDX, or the engine is not libGDX (jMonkey, KorGE, Godot, Unity).
development2
ga4-implementation
Knowledge base for implementing Google Analytics 4 (GA4) and Google Tag Manager (GTM) on websites, with deep coverage of EU/GDPR Consent Mode v2 compliance, CMP selection (iubenda, Orestbida CookieConsent), event taxonomy, conversion (Key Event) configuration, remarketing audiences, framework-specific integration (vanilla HTML, Next.js, React, WordPress), Microsoft Clarity and Search Console integration, and diagnostic patterns for low-traffic sites. TRIGGER WHEN: implementing or auditing GA4, GTM, gtag, dataLayer, Consent Mode v2, cookie banner, conversion tracking, Key Events, remarketing audiences, Google Ads conversion import, Enhanced Conversions, or diagnosing why a site has traffic but no conversions. DO NOT TRIGGER WHEN: the task involves non-Google analytics (Matomo, Plausible, Fathom), server-side analytics infrastructure unrelated to GA4/GTM, BigQuery export pipelines, or pure SEO work without a measurement layer.
development2
writing-plans
Turn a confirmed design or spec into a comprehensive, task-by-task implementation plan. Use after brainstorming when the task involves 3+ files or multiple implementation steps. A conversation that evolved through brainstorming into a confirmed design MUST invoke this skill before writing any code, even if the user never explicitly said "write a plan". TRIGGER WHEN: (1) user says 'write a plan', 'create a plan', 'implementation plan', 'plan this', 'break this into tasks'; (2) the conversation has produced a design, spec, or set of decisions and is naturally transitioning toward implementation -- e.g., the user approved an approach, confirmed architecture choices, or said "let's do it" / "go ahead" / "proceed". DO NOT TRIGGER WHEN: user wants to brainstorm first (use brainstorming), wants to execute an existing plan (use executing-plans), or is doing a simple one-file change.
development2
firefox-extension-dev
Reference knowledge base for Firefox WebExtension development. Contains browser API reference, manifest schema, AMO publishing guide, MDN URL index, and best practices. Used by the firefox-extension-dev agent for documentation lookup. TRIGGER WHEN: building, implementing, writing, coding, creating, debugging, or publishing a Firefox/WebExtension add-on (manifest.json, browser.* APIs, AMO submission, web-ext CLI). DO NOT TRIGGER WHEN: targeting Chrome-only extensions, Safari extensions, or userscripts/bookmarklets.
tools2
mastering-typescript
Enterprise-grade TypeScript depth covering the advanced type system (generics, mapped/conditional types, satisfies operator, branded types, discriminated unions, template literal types), JS-to-TS migration playbooks, modern toolchain setup (tsconfig strict, Vite 7, Vitest, ESLint 9 flat config, pnpm), validation patterns with Zod, type-safe React integration, NestJS API design, and LangChain.js typing. TRIGGER WHEN: migrating a JavaScript codebase to TypeScript, bootstrapping a new TS project (tsconfig + ESLint + Vite/Vitest), writing or refactoring code that uses advanced type patterns (generics, mapped/conditional types, satisfies, branded types), designing Zod schemas for runtime validation, building type-safe NestJS APIs, doing deep React + TypeScript work (typed hooks, generic components, discriminated props), or typing LangChain.js applications. Also trigger when comparing TypeScript with Java/Python enterprise approaches. DO NOT TRIGGER WHEN: writing routine TS/JS without advanced type work (use typescript-development:typescript-write), reviewing React performance specifically (use react-development:review-react), tuning Node.js bundling/packaging unrelated to TS, or doing dead-code detection alone (use typescript-development:knip).
tools2
grabber-development
Comprehensive Python web scraping knowledge base covering stealth browser automation (Patchright, Camoufox, Nodriver), TLS/HTTP fingerprint impersonation (curl_cffi, primp), anti-bot bypass (Cloudflare, DataDome, PerimeterX), CAPTCHA solving, proxy architecture, AI-assisted extraction (Crawl4AI, Firecrawl, ScrapeGraphAI), framework selection (Scrapy, Crawlee), rate limiting, and production observability. TRIGGER WHEN: building, implementing, writing, coding, creating, optimizing, or debugging Python web scrapers. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools2
grabber-development
Comprehensive Python web scraping knowledge base covering stealth browser automation (Patchright, Camoufox, Nodriver), TLS/HTTP fingerprint impersonation (curl_cffi, primp), anti-bot bypass (Cloudflare, DataDome, PerimeterX), CAPTCHA solving, proxy architecture, AI-assisted extraction (Crawl4AI, Firecrawl, ScrapeGraphAI), framework selection (Scrapy, Crawlee), rate limiting, and production observability. TRIGGER WHEN: building, implementing, writing, coding, creating, optimizing, or debugging Python web scrapers. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools2
daisyui
Expert guidance for building with daisyUI -- component classes, theming system, color semantics, responsive patterns, drawer/modal architecture, and Tailwind CSS integration. Trigger when working with daisyUI components, adding daisyUI to a project, theming, or building UI with daisyUI class names. Also trigger on mentions of "daisyui", "daisy ui", "daisyUI components", "daisyUI themes", or daisyUI class patterns like "btn-primary", "card", "modal", "drawer". TRIGGER WHEN: working with daisyUI components, adding daisyUI to a project, theming, or building UI with daisyUI class names DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development2
parallel-debugging
Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.
development2
mastering-typescript
Enterprise-grade TypeScript depth covering the advanced type system (generics, mapped/conditional types, satisfies operator, branded types, discriminated unions, template literal types), JS-to-TS migration playbooks, modern toolchain setup (tsconfig strict, Vite 7, Vitest, ESLint 9 flat config, pnpm), validation patterns with Zod, type-safe React integration, NestJS API design, and LangChain.js typing. TRIGGER WHEN: migrating a JavaScript codebase to TypeScript, bootstrapping a new TS project (tsconfig + ESLint + Vite/Vitest), writing or refactoring code that uses advanced type patterns (generics, mapped/conditional types, satisfies, branded types), designing Zod schemas for runtime validation, building type-safe NestJS APIs, doing deep React + TypeScript work (typed hooks, generic components, discriminated props), or typing LangChain.js applications. Also trigger when comparing TypeScript with Java/Python enterprise approaches. DO NOT TRIGGER WHEN: writing routine TS/JS without advanced type work (use typescript-development:typescript-write), reviewing React performance specifically (use react-development:review-react), tuning Node.js bundling/packaging unrelated to TS, or doing dead-code detection alone (use typescript-development:knip).
tools2
shadcn-ui
Expert guidance for building with shadcn/ui -- component composition, registry system, form patterns, data tables, sidebar navigation, theming, and Tailwind v4 migration. Trigger when working with shadcn/ui components, adding shadcn to a project, composing complex UI from shadcn primitives, or customizing shadcn themes. Also trigger on mentions of "shadcn", "shadcn/ui", "shadcn components", "shadcn registry", or "shadcn blocks". TRIGGER WHEN: working with shadcn/ui components, adding shadcn to a project, composing complex UI from shadcn primitives, or customizing shadcn themes DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development2
protocol-reverse-engineering
Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.
development2
brand-naming
Brand naming strategist -- generates, filters, scores, and validates brand names through a lateral thinking workflow. Uses 4 lateral thinking techniques (semantic collision, vocabulary shift, invisible hinge, polarization) for creative generation, then filters with 7 naming archetypes, linguistic/phonotactic rules, weighted scoring, domain availability checks, market saturation analysis (existing apps, websites, businesses with same name), trademark pre-screening, and SEO analysis. TRIGGER WHEN: "brand name", "naming", "name my app", "name my product", "product name", "startup name", "come up with a name", "nome del brand", "naming strategico". DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development2
daisyui
Expert guidance for building with daisyUI -- component classes, theming system, color semantics, responsive patterns, drawer/modal architecture, and Tailwind CSS integration. Trigger when working with daisyUI components, adding daisyUI to a project, theming, or building UI with daisyUI class names. Also trigger on mentions of "daisyui", "daisy ui", "daisyUI components", "daisyUI themes", or daisyUI class patterns like "btn-primary", "card", "modal", "drawer". TRIGGER WHEN: working with daisyUI components, adding daisyUI to a project, theming, or building UI with daisyUI class names DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development2
shadcn-ui
Expert guidance for building with shadcn/ui -- component composition, registry system, form patterns, data tables, sidebar navigation, theming, and Tailwind v4 migration. Trigger when working with shadcn/ui components, adding shadcn to a project, composing complex UI from shadcn primitives, or customizing shadcn themes. Also trigger on mentions of "shadcn", "shadcn/ui", "shadcn components", "shadcn registry", or "shadcn blocks". TRIGGER WHEN: working with shadcn/ui components, adding shadcn to a project, composing complex UI from shadcn primitives, or customizing shadcn themes DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development2
tauri
Unified Tauri 2 development knowledge base covering core patterns, desktop, and mobile. TRIGGER WHEN: working with Tauri commands, IPC, plugins, project setup, OAuth, CI/CD, window management, shell plugin, desktop bundling, platform WebViews, mobile environment setup, emulator/ADB, mobile plugins, IAP, and store deployment. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools2
acp-loader
Skill activation engine that ensures relevant marketplace skills are invoked for every task. TRIGGER WHEN: ALWAYS at conversation start and before every task. DO NOT TRIGGER WHEN: dispatched as a subagent.
data-ai2
acp-loader
Skill activation engine that ensures relevant marketplace skills are invoked for every task. TRIGGER WHEN: ALWAYS at conversation start and before every task. DO NOT TRIGGER WHEN: dispatched as a subagent.
data-ai2
firefox-extension-dev
Reference knowledge base for Firefox WebExtension development. Contains browser API reference, manifest schema, AMO publishing guide, MDN URL index, and best practices. Used by the firefox-extension-dev agent for documentation lookup. TRIGGER WHEN: building, implementing, writing, coding, creating, debugging, or publishing a Firefox/WebExtension add-on (manifest.json, browser.* APIs, AMO submission, web-ext CLI). DO NOT TRIGGER WHEN: targeting Chrome-only extensions, Safari extensions, or userscripts/bookmarklets.
tools2
radix-ui
Expert guidance for building with Radix UI -- Primitives (unstyled accessible components) and Themes (pre-styled design system). Covers composition patterns, asChild prop, accessibility, animation, theming, color system, and keyboard navigation. Trigger when working with Radix components, @radix-ui packages, or building accessible UI primitives. Also trigger on mentions of "radix", "radix-ui", "radix primitives", "radix themes", "@radix-ui/react-*", or the unified "radix-ui" package. TRIGGER WHEN: working with Radix components, @radix-ui packages, or building accessible UI primitives DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development2
tauri
Unified Tauri 2 development knowledge base covering core patterns, desktop, and mobile. TRIGGER WHEN: working with Tauri commands, IPC, plugins, project setup, OAuth, CI/CD, window management, shell plugin, desktop bundling, platform WebViews, mobile environment setup, emulator/ADB, mobile plugins, IAP, and store deployment. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools2
parallel-feature-development
Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when designing interface contracts so parallel implementers can build against each other's APIs before they are ready, or when deciding whether to use vertical slices versus horizontal layers for a full-stack feature.
development2
task-coordination-strategies
Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.
testing2
task-coordination-strategies
Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.
testing2
parallel-feature-development
Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when designing interface contracts so parallel implementers can build against each other's APIs before they are ready, or when deciding whether to use vertical slices versus horizontal layers for a full-stack feature.
development2
parallel-debugging
Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.
development2
deep-dive-analysis
AI-powered systematic codebase analysis. Combines structure extraction with semantic understanding to produce documentation capturing WHAT, WHY, HOW, and CONSEQUENCES. Multi-language: Python, Java, JavaScript, TypeScript, SQL, PL/SQL, Rust. Includes pattern recognition, red flag detection, flow tracing, and quality assessment. TRIGGER WHEN: encountering unfamiliar code, before major refactoring, or when documentation is stale or missing DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development2
deep-dive-analysis
AI-powered systematic codebase analysis. Combines structure extraction with semantic understanding to produce documentation capturing WHAT, WHY, HOW, and CONSEQUENCES. Multi-language: Python, Java, JavaScript, TypeScript, SQL, PL/SQL, Rust. Includes pattern recognition, red flag detection, flow tracing, and quality assessment. TRIGGER WHEN: encountering unfamiliar code, before major refactoring, or when documentation is stale or missing DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development2
platform-engineering
Cross-platform development rulebook covering security, architecture, and performance for SPA, PWA, mobile (iOS/Android), and desktop (Electron/Tauri) applications. MUST/DO/DON'T framework with real-world incident references and platform-specific guidance. TRIGGER WHEN: reviewing or building cross-platform apps, checking security posture, validating architecture decisions, optimizing performance, or auditing code against industry standards (OWASP, Core Web Vitals, OAuth 2.1). DO NOT TRIGGER WHEN: the task is purely about UI design, copywriting, or business logic unrelated to platform engineering concerns.
development2
brand-naming
Brand naming strategist -- generates, filters, scores, and validates brand names through a lateral thinking workflow. Uses 4 lateral thinking techniques (semantic collision, vocabulary shift, invisible hinge, polarization) for creative generation, then filters with 7 naming archetypes, linguistic/phonotactic rules, weighted scoring, domain availability checks, market saturation analysis (existing apps, websites, businesses with same name), trademark pre-screening, and SEO analysis. TRIGGER WHEN: "brand name", "naming", "name my app", "name my product", "product name", "startup name", "come up with a name", "nome del brand", "naming strategico". DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development2
anti-reversing-techniques
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques, when implementing anti-debugging protections for CTF challenges, when reverse engineering packed binaries, or when building security research tools that need to detect virtualized environments.
tools2
anti-reversing-techniques
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques, when implementing anti-debugging protections for CTF challenges, when reverse engineering packed binaries, or when building security research tools that need to detect virtualized environments.
tools2
uv-package-manager
Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. TRIGGER WHEN: setting up Python projects, managing dependencies, or optimizing Python development workflows with uv. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
anti-ai-writing-patterns
Knowledge base defining 24 common AI writing patterns (inflated symbolism, promotional language, etc.) and guidelines on how to rewrite them to sound naturally human. TRIGGER WHEN: editing or reviewing text to remove AI traces, or when asked to humanize text. DO NOT TRIGGER WHEN: the task involves refactoring source code or when the task does not involve prose/text refinement.
development1
async-python-patterns
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. TRIGGER WHEN: building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
brainstorming
Explore user intent, requirements, and design through collaborative dialogue before any implementation. You MUST use this before ANY creative or implementation work -- creating features, building components, adding functionality, modifying behavior, or any non-trivial task. TRIGGER WHEN: (1) user says 'brainstorm', 'design', 'build', 'create', 'add', 'implement', 'develop', 'make', or gives any task involving new code; (2) the conversation has evolved into architectural discussion -- comparing approaches, evaluating trade-offs, drawing architecture diagrams, making technology choices, or discussing how components connect -- even without an explicit trigger word. A conversation that started as a question but progressed into "which approach should we take?" IS a brainstorming session and MUST invoke this skill before any implementation begins. DO NOT TRIGGER WHEN: user has a spec/plan ready, is fixing a specific bug, or doing a one-line change.
development1
e2e-testing-patterns
Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. TRIGGER WHEN: implementing E2E tests, debugging flaky tests, establishing testing standards, setting up Playwright or Cypress, visual regression testing, accessibility testing. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
multi-stage-dockerfile
Create optimized multi-stage Dockerfiles for any language or framework. TRIGGER WHEN: creating Dockerfiles, optimizing container images, multi-stage builds, Docker best practices. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
pydantic-v2
Pydantic v2 patterns for production Python: validators (`@field_validator`, `@model_validator`), computed fields, strict types, discriminated unions, settings management, `model_validate` / `model_dump`, `condecimal` and `Annotated[Decimal, ...]` for money, performance tips, and a v1 to v2 migration checklist. Also covers FastAPI integration (response_model serialization, request validation, error envelope customization). TRIGGER WHEN: writing or refactoring Pydantic models in Python 3.10+; migrating a codebase from Pydantic v1 to v2; choosing between `Annotated[Decimal, ...]` vs `condecimal`; hitting v2 performance or serialization surprises; designing FastAPI request/response schemas or error envelopes with Pydantic. DO NOT TRIGGER WHEN: the task is Python testing (use python-tdd), generic typing unrelated to Pydantic (use mypy / typing docs), or non-Python schema work (use typescript-development for Zod / io-ts).
development1
python-comments
Write and audit Python code comments using antirez's 9-type taxonomy. Two modes - write (add/improve comments in code) and audit (classify and assess existing comments with structured report). Applies systematic comment classification with Python-specific mapping (docstrings, inline comments, type hints). TRIGGER WHEN: users request comment improvements, docstring additions, comment quality reviews, or documentation audits DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
python-comments
Write and audit Python code comments using antirez's 9-type taxonomy. Two modes - write (add/improve comments in code) and audit (classify and assess existing comments with structured report). Applies systematic comment classification with Python-specific mapping (docstrings, inline comments, type hints). TRIGGER WHEN: users request comment improvements, docstring additions, comment quality reviews, or documentation audits DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
python-packaging
Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. TRIGGER WHEN: packaging Python libraries, creating CLI tools, or distributing Python code. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools1
uv-package-manager
Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. TRIGGER WHEN: setting up Python projects, managing dependencies, or optimizing Python development workflows with uv. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
brainstorming
Explore user intent, requirements, and design through collaborative dialogue before any implementation. You MUST use this before ANY creative or implementation work -- creating features, building components, adding functionality, modifying behavior, or any non-trivial task. TRIGGER WHEN: (1) user says 'brainstorm', 'design', 'build', 'create', 'add', 'implement', 'develop', 'make', or gives any task involving new code; (2) the conversation has evolved into architectural discussion -- comparing approaches, evaluating trade-offs, drawing architecture diagrams, making technology choices, or discussing how components connect -- even without an explicit trigger word. A conversation that started as a question but progressed into "which approach should we take?" IS a brainstorming session and MUST invoke this skill before any implementation begins. DO NOT TRIGGER WHEN: user has a spec/plan ready, is fixing a specific bug, or doing a one-line change.
development1
python-tdd
Generate focused, behavior-driven Python tests using TDD methodology with pytest. TRIGGER WHEN: writing Python tests, improving coverage, reviewing test quality, or practicing red-green-refactor workflows with pytest. DO NOT TRIGGER WHEN: the target is non-Python (use testing:tdd for language-agnostic TDD or testing:e2e-testing-patterns for browser E2E).
development1
pydantic-v2
Pydantic v2 patterns for production Python: validators (`@field_validator`, `@model_validator`), computed fields, strict types, discriminated unions, settings management, `model_validate` / `model_dump`, `condecimal` and `Annotated[Decimal, ...]` for money, performance tips, and a v1 to v2 migration checklist. Also covers FastAPI integration (response_model serialization, request validation, error envelope customization). TRIGGER WHEN: writing or refactoring Pydantic models in Python 3.10+; migrating a codebase from Pydantic v1 to v2; choosing between `Annotated[Decimal, ...]` vs `condecimal`; hitting v2 performance or serialization surprises; designing FastAPI request/response schemas or error envelopes with Pydantic. DO NOT TRIGGER WHEN: the task is Python testing (use python-tdd), generic typing unrelated to Pydantic (use mypy / typing docs), or non-Python schema work (use typescript-development for Zod / io-ts).
development1
e2e-testing-patterns
Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. TRIGGER WHEN: implementing E2E tests, debugging flaky tests, establishing testing standards, setting up Playwright or Cypress, visual regression testing, accessibility testing. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
python-tdd
Generate focused, behavior-driven Python tests using TDD methodology with pytest. TRIGGER WHEN: writing Python tests, improving coverage, reviewing test quality, or practicing red-green-refactor workflows with pytest. DO NOT TRIGGER WHEN: the target is non-Python (use testing:tdd for language-agnostic TDD or testing:e2e-testing-patterns for browser E2E).
development1
python-refactor
Systematic code refactoring skill that transforms complex, hard-to-understand code into clear, well-documented, maintainable code while preserving correctness. Applies structured refactoring patterns with validation. TRIGGER WHEN: users request "readable", "maintainable", or "clean" code, during code reviews flagging comprehension issues, for legacy code modernization, or in educational/onboarding contexts DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
multi-stage-dockerfile
Create optimized multi-stage Dockerfiles for any language or framework. TRIGGER WHEN: creating Dockerfiles, optimizing container images, multi-stage builds, Docker best practices. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
python-packaging
Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. TRIGGER WHEN: packaging Python libraries, creating CLI tools, or distributing Python code. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools1
async-python-patterns
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. TRIGGER WHEN: building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
anti-ai-writing-patterns
Knowledge base defining 24 common AI writing patterns (inflated symbolism, promotional language, etc.) and guidelines on how to rewrite them to sound naturally human. TRIGGER WHEN: editing or reviewing text to remove AI traces, or when asked to humanize text. DO NOT TRIGGER WHEN: the task involves refactoring source code or when the task does not involve prose/text refinement.
development1
python-performance-optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. TRIGGER WHEN: debugging slow Python code, optimizing bottlenecks, or improving application performance. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
python-refactor
Systematic code refactoring skill that transforms complex, hard-to-understand code into clear, well-documented, maintainable code while preserving correctness. Applies structured refactoring patterns with validation. TRIGGER WHEN: users request "readable", "maintainable", or "clean" code, during code reviews flagging comprehension issues, for legacy code modernization, or in educational/onboarding contexts DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
python-performance-optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. TRIGGER WHEN: debugging slow Python code, optimizing bottlenecks, or improving application performance. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development1
markmind-exporter
Render a mindmap JSON outline into Obsidian MarkMind Rich format. Use this skill after generating a mindmap outline (via generate-mindmap or any other source) to convert it into a .md file ready for the Obsidian MarkMind plugin. TRIGGER WHEN: the user says 'markmind', 'render to markmind', or needs MarkMind Rich output from an existing mindmap JSON structure. DO NOT TRIGGER WHEN: the user wants an interactive HTML mindmap (use forcegraph-exporter) or a plain text outline.
tools
premium-web-consultant
Premium web design consultant that conducts structured client discovery, produces professional deliverables (website brief, sitemap, design direction, content strategy), and orchestrates web-designer, ui-layout-designer, seo-specialist, and content-marketer agents automatically. TRIGGER WHEN: planning a new website or redesign before any code is written. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools
markmind-exporter
Render a mindmap JSON outline into Obsidian MarkMind Rich format. Use this skill after generating a mindmap outline (via generate-mindmap or any other source) to convert it into a .md file ready for the Obsidian MarkMind plugin. TRIGGER WHEN: the user says 'markmind', 'render to markmind', or needs MarkMind Rich output from an existing mindmap JSON structure. DO NOT TRIGGER WHEN: the user wants an interactive HTML mindmap (use forcegraph-exporter) or a plain text outline.
tools
xtermjs-skill
Expert guidance for building, configuring, and integrating xterm.js terminal emulators in web and Electron applications. Use this skill whenever the user mentions xterm, xterm.js, @xterm/xterm, terminal emulator in the browser, web terminal, WebSSH, in-browser shell, or asks about addons like FitAddon, WebglAddon, SearchAddon, AttachAddon, or integration with node-pty. Also trigger for questions about ANSI/VT sequences, terminal theming, PTY over WebSocket, custom key handlers, parser hooks, or embedding a terminal in React/Vue/Angular/Electron apps. TRIGGER WHEN: the user mentions xterm, xterm.js, @xterm/xterm, terminal emulator in the browser, web terminal, WebSSH, in-browser shell, or asks about addons like FitAddon, WebglAddon, SearchAddon, AttachAddon, or integration with node-pty. DO NOT TRIGGER WHEN: the user wants a native OS terminal (not browser-based) or a non-xterm terminal library (e.g. VT100 emulator in Python).
development
defect-taxonomy
Comprehensive defect taxonomy knowledge base -- 16 macro-categories, 140+ subcategories of source code defects with CWE/OWASP mappings, detection strategies, fix patterns, and review frameworks. Used by senior-review agents (code-auditor, security-auditor, ui-race-auditor) to enrich analysis with structured defect knowledge.
development
playwright-skill
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. TRIGGER WHEN: the user mentions testing a website, automating browser tasks, taking screenshots, checking links, or any browser interaction. DO NOT TRIGGER WHEN: the task is unit testing non-browser code, or the user needs Cypress/Selenium specifically.
tools
frontend
Unified web frontend knowledge base covering CSS architecture, UX psychology, UI components, distinctive aesthetics, and interface design generation. TRIGGER WHEN: working on web styling, design systems, component decisions, responsive strategy, distinctive frontend aesthetics, or exploring multiple interface designs. DO NOT TRIGGER WHEN: the task is purely backend or unrelated to web frontend.
development
worktree-manager
Proactive git worktree orchestration -- detects WIP state (uncommitted changes, stashes, unpushed commits) and offers to isolate work into worktrees. MUST activate BEFORE any implementation task (add, create, build, implement, develop, make, fix, refactor) when the working directory has uncommitted changes or stashes. Also provides dashboard, context recovery, multi-worktree creation, cleanup advisor, and conflict early warning across parallel development sessions. Triggers: any implementation request when WIP exists, "show my worktrees", "what am I working on", "help me manage parallel tasks", "worktree status", "coordinate my work". TRIGGER WHEN: before any implementation task (add, create, build, fix, refactor) when the working directory has uncommitted changes, stashes, or unpushed commits; when the user asks about worktrees, branches, or parallel development. DO NOT TRIGGER WHEN: the repo state is clean and the user is doing a single-file read-only task.
development
web-search-techniques
Knowledge base for web search query techniques, source authority ranking, WebFetch/WebSearch best practices, and bot-block fallback via webfetch.py. Used by quick-searcher and deep-researcher in plugins/research/. TRIGGER WHEN: performing web research with WebSearch or WebFetch. DO NOT TRIGGER WHEN: searching local codebase (use Grep or Glob directly).
tools
frontend
Unified web frontend knowledge base covering CSS architecture, UX psychology, UI components, distinctive aesthetics, and interface design generation. TRIGGER WHEN: working on web styling, design systems, component decisions, responsive strategy, distinctive frontend aesthetics, or exploring multiple interface designs. DO NOT TRIGGER WHEN: the task is purely backend or unrelated to web frontend.
development
typescript-write
Write TypeScript and JavaScript code following modern best practices and coding standards. TRIGGER WHEN: writing or reviewing TypeScript/JavaScript code, including types, generics, async patterns, module boundaries, and style conventions. DO NOT TRIGGER WHEN: the task is framework-specific React performance (use react-development), Node.js build/packaging, or enterprise-grade deep-dive (use mastering-typescript skill).
development
forcegraph-exporter
Export a mindmap JSON outline as an interactive HTML file using force-graph (requires internet for CDN). Use this skill when the user wants an interactive, web-based, zoomable/draggable visualization of a mindmap. TRIGGER WHEN: the user says 'interactive map', 'force graph', 'web mindmap', 'HTML mindmap', or asks for a visual/interactive export. DO NOT TRIGGER WHEN: the user wants Obsidian MarkMind format (use markmind-exporter) or a static text outline.
development
generate-mindmap
"Brainstorm and generate a Buzan-style structured mindmap JSON outline from any content. Use this skill whenever the user asks to create a mind map, mappa mentale, concept map, or visual summary. The skill prioritizes COGNITIVE EFFECTIVENESS over structural efficiency: it uses single keywords, strong visual associations (emojis), organic radiant thinking, and cross-linking to maximize memory retention and idea generation.". TRIGGER WHEN: the user asks to create a mind map, mappa mentale, concept map, or visual summary -- typically to learn, brainstorm, or structure knowledge around a topic. DO NOT TRIGGER WHEN: the user wants a traditional outline, flowchart, or diagram (use Mermaid directly) rather than a radiant Buzan-style mind map.
testing
worktree-manager
Proactive git worktree orchestration -- detects WIP state (uncommitted changes, stashes, unpushed commits) and offers to isolate work into worktrees. MUST activate BEFORE any implementation task (add, create, build, implement, develop, make, fix, refactor) when the working directory has uncommitted changes or stashes. Also provides dashboard, context recovery, multi-worktree creation, cleanup advisor, and conflict early warning across parallel development sessions. Triggers: any implementation request when WIP exists, "show my worktrees", "what am I working on", "help me manage parallel tasks", "worktree status", "coordinate my work". TRIGGER WHEN: before any implementation task (add, create, build, fix, refactor) when the working directory has uncommitted changes, stashes, or unpushed commits; when the user asks about worktrees, branches, or parallel development. DO NOT TRIGGER WHEN: the repo state is clean and the user is doing a single-file read-only task.
development
generate-mindmap
"Brainstorm and generate a Buzan-style structured mindmap JSON outline from any content. Use this skill whenever the user asks to create a mind map, mappa mentale, concept map, or visual summary. The skill prioritizes COGNITIVE EFFECTIVENESS over structural efficiency: it uses single keywords, strong visual associations (emojis), organic radiant thinking, and cross-linking to maximize memory retention and idea generation.". TRIGGER WHEN: the user asks to create a mind map, mappa mentale, concept map, or visual summary -- typically to learn, brainstorm, or structure knowledge around a topic. DO NOT TRIGGER WHEN: the user wants a traditional outline, flowchart, or diagram (use Mermaid directly) rather than a radiant Buzan-style mind map.
testing
domain-hunter
Search domains, compare prices, find promo codes, get purchase recommendations. Use when user wants to buy a domain, check domain prices, find domain deals, compare registrars, or search for .ai/.com domains.
development
executing-plans
Execute an existing implementation plan task-by-task with verification at each step. TRIGGER WHEN: user says 'execute the plan', 'run the plan', 'implement the plan', 'start implementing'. DO NOT TRIGGER WHEN: user wants to write a plan (use writing-plans), wants to brainstorm (use brainstorming), or is doing ad-hoc implementation.
documentation
defect-taxonomy
Comprehensive defect taxonomy knowledge base -- 16 macro-categories, 140+ subcategories of source code defects with CWE/OWASP mappings, detection strategies, fix patterns, and review frameworks. Used by senior-review agents (code-auditor, security-auditor, ui-race-auditor) to enrich analysis with structured defect knowledge.
development
readme-craft
Craft magnetic, top-tier README.md files for open-source and public projects. Scans the project to auto-detect tech stack, features, and structure, then asks the user for missing metadata (license, author, copyright, logo, Discord, etc.). Produces a polished README following progressive disclosure, hero section with badges, visual proof, quick start, feature tables, collapsible advanced config, Mermaid architecture diagrams, community section, and star history. TRIGGER WHEN: the user asks to write, create, draft, or scaffold a README.md for a project (English or Italian phrasing: "readme", "write a readme", "create readme", "scrivi il readme", "crea il readme"). DO NOT TRIGGER WHEN: auditing/updating an existing README (use /docs:maintain-readme), or writing non-README docs (use /codebase-mapper:docs-create).
development
file-organizer
Triggers on cluttered folders, file chaos, storage cleanup, or directory restructuring needs. TRIGGER WHEN: organizing messy folders (Downloads, Desktop, Documents), finding duplicate files, cleaning up old files, restructuring project directories, separating work from personal files, or automating file cleanup tasks DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
testing
skills-hammer
Guided creation of ACP components -- skills, agents, commands, and full plugins. Walks through requirements gathering, generates production-ready files with real content (not placeholders), registers in marketplace.json, and bumps versions. Also trigger on "new skill", "new agent", "new plugin", "add a skill", "add an agent", "skills-hammer". Also helps decide skill vs agent architecture when reorganizing plugins. DO NOT TRIGGER for editing or updating existing components -- only for new creation or architectural decisions (skill vs agent). TRIGGER WHEN: the user asks to create, add, scaffold, or build a new skill, agent, command, or plugin DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools
marketplace-audit
Validate the integrity of any Claude Code plugin marketplace. Use PROACTIVELY before any commit that modifies plugin files or marketplace.json. Checks marketplace.json consistency, verifies all referenced files exist, validates frontmatter fields, detects orphaned plugins/skills/agents/commands, and reports naming convention violations. TRIGGER WHEN: before any commit that modifies plugin files or marketplace.json; when the user asks to verify marketplace.json integrity, find orphan files, or check naming conventions in a Claude Code plugin marketplace. DO NOT TRIGGER WHEN: the task is AI-powered content quality review (use marketplace-review) or scaffolding new plugins (use marketplace-scaffold-plugin / skills-creator).
tools
figs-basket
"DO NOT. TRIGGER WHEN: ALWAYS at conversation start and before every task. DO NOT TRIGGER WHEN: dispatched as a subagent."
data-ai
knip
Knip finds unused files, dependencies, exports, and types in JavaScript/TypeScript projects. Plugin system for frameworks (React, Next.js, Vite), test runners (Vitest, Jest), and build tools. TRIGGER WHEN: cleaning up TypeScript/JavaScript codebases, optimizing bundle size, or enforcing strict dependency hygiene in CI. DO NOT TRIGGER WHEN: the target is a Python codebase (use python-dead-code with vulture/ruff instead).
tools
web-search-techniques
Knowledge base for web search query techniques, source authority ranking, WebFetch/WebSearch best practices, and bot-block fallback via webfetch.py. Used by quick-searcher and deep-researcher in plugins/research/. TRIGGER WHEN: performing web research with WebSearch or WebFetch. DO NOT TRIGGER WHEN: searching local codebase (use Grep or Glob directly).
tools
react-best-practices
React and Next.js performance optimization guidelines from Vercel Engineering (70 rules across 8 categories). Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
development
playwright-skill
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. TRIGGER WHEN: the user mentions testing a website, automating browser tasks, taking screenshots, checking links, or any browser interaction. DO NOT TRIGGER WHEN: the task is unit testing non-browser code, or the user needs Cypress/Selenium specifically.
tools
claude-agent-sdk
Build apps with the Claude Agent SDK (formerly Claude Code SDK). Covers programmatic agent loops, tool integration, subagent orchestration, prompt caching, and migration between Claude model versions. TRIGGER WHEN: code references claude-agent-sdk, user says "agent sdk", "build an agent", "programmatic claude", "claude code sdk", "sidecar", "run claude programmatically". DO NOT TRIGGER WHEN: user is using the Claude API client SDK (`anthropic`/`@anthropic-ai/sdk`) for direct chat completions, or doing general programming unrelated to agent orchestration.
tools
marketplace-audit
Validate the integrity of any Claude Code plugin marketplace. Use PROACTIVELY before any commit that modifies plugin files or marketplace.json. Checks marketplace.json consistency, verifies all referenced files exist, validates frontmatter fields, detects orphaned plugins/skills/agents/commands, and reports naming convention violations. TRIGGER WHEN: before any commit that modifies plugin files or marketplace.json; when the user asks to verify marketplace.json integrity, find orphan files, or check naming conventions in a Claude Code plugin marketplace. DO NOT TRIGGER WHEN: the task is AI-powered content quality review (use marketplace-review) or scaffolding new plugins (use marketplace-scaffold-plugin / skills-creator).
tools
file-organizer
Triggers on cluttered folders, file chaos, storage cleanup, or directory restructuring needs. TRIGGER WHEN: organizing messy folders (Downloads, Desktop, Documents), finding duplicate files, cleaning up old files, restructuring project directories, separating work from personal files, or automating file cleanup tasks DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
testing
executing-plans
Execute an existing implementation plan task-by-task with verification at each step. TRIGGER WHEN: user says 'execute the plan', 'run the plan', 'implement the plan', 'start implementing'. DO NOT TRIGGER WHEN: user wants to write a plan (use writing-plans), wants to brainstorm (use brainstorming), or is doing ad-hoc implementation.
documentation
react-best-practices
React and Next.js performance optimization guidelines from Vercel Engineering (70 rules across 8 categories). Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
development
skills-hammer
Guided creation of ACP components -- skills, agents, commands, and full plugins. Walks through requirements gathering, generates production-ready files with real content (not placeholders), registers in marketplace.json, and bumps versions. Also trigger on "new skill", "new agent", "new plugin", "add a skill", "add an agent", "skills-hammer". Also helps decide skill vs agent architecture when reorganizing plugins. DO NOT TRIGGER for editing or updating existing components -- only for new creation or architectural decisions (skill vs agent). TRIGGER WHEN: the user asks to create, add, scaffold, or build a new skill, agent, command, or plugin DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools
forcegraph-exporter
Export a mindmap JSON outline as an interactive HTML file using force-graph (requires internet for CDN). Use this skill when the user wants an interactive, web-based, zoomable/draggable visualization of a mindmap. TRIGGER WHEN: the user says 'interactive map', 'force graph', 'web mindmap', 'HTML mindmap', or asks for a visual/interactive export. DO NOT TRIGGER WHEN: the user wants Obsidian MarkMind format (use markmind-exporter) or a static text outline.
development
typescript-write
Write TypeScript and JavaScript code following modern best practices and coding standards. TRIGGER WHEN: writing or reviewing TypeScript/JavaScript code, including types, generics, async patterns, module boundaries, and style conventions. DO NOT TRIGGER WHEN: the task is framework-specific React performance (use react-development), Node.js build/packaging, or enterprise-grade deep-dive (use mastering-typescript skill).
development
knip
Knip finds unused files, dependencies, exports, and types in JavaScript/TypeScript projects. Plugin system for frameworks (React, Next.js, Vite), test runners (Vitest, Jest), and build tools. TRIGGER WHEN: cleaning up TypeScript/JavaScript codebases, optimizing bundle size, or enforcing strict dependency hygiene in CI. DO NOT TRIGGER WHEN: the target is a Python codebase (use python-dead-code with vulture/ruff instead).
tools
xtermjs-skill
Expert guidance for building, configuring, and integrating xterm.js terminal emulators in web and Electron applications. Use this skill whenever the user mentions xterm, xterm.js, @xterm/xterm, terminal emulator in the browser, web terminal, WebSSH, in-browser shell, or asks about addons like FitAddon, WebglAddon, SearchAddon, AttachAddon, or integration with node-pty. Also trigger for questions about ANSI/VT sequences, terminal theming, PTY over WebSocket, custom key handlers, parser hooks, or embedding a terminal in React/Vue/Angular/Electron apps. TRIGGER WHEN: the user mentions xterm, xterm.js, @xterm/xterm, terminal emulator in the browser, web terminal, WebSSH, in-browser shell, or asks about addons like FitAddon, WebglAddon, SearchAddon, AttachAddon, or integration with node-pty. DO NOT TRIGGER WHEN: the user wants a native OS terminal (not browser-based) or a non-xterm terminal library (e.g. VT100 emulator in Python).
development
python-dead-code
Detect and remove unused Python code using vulture and ruff. Covers unused imports, variables, functions, classes, and unreachable code. Framework-aware false positive handling for Django, FastAPI, pytest, click, and more. TRIGGER WHEN: cleaning up Python codebases, enforcing import hygiene, or integrating dead code checks into CI. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools
claude-agent-sdk
Build apps with the Claude Agent SDK (formerly Claude Code SDK). Covers programmatic agent loops, tool integration, subagent orchestration, prompt caching, and migration between Claude model versions. TRIGGER WHEN: code references claude-agent-sdk, user says "agent sdk", "build an agent", "programmatic claude", "claude code sdk", "sidecar", "run claude programmatically". DO NOT TRIGGER WHEN: user is using the Claude API client SDK (`anthropic`/`@anthropic-ai/sdk`) for direct chat completions, or doing general programming unrelated to agent orchestration.
tools
reply-to-customer-review
Generate professional, empathetic, on-brand responses to online customer reviews. Analyzes sentiment, detects severity, adapts tone, and provides operational suggestions. Supports hospitality (Airbnb, Booking, Tripadvisor) and e-commerce/app (Amazon, App Store, Trustpilot) with sector-specific patterns. TRIGGER WHEN: review, recensione, reply to review, respond to review, risposta recensione, customer review, negative review, bad review, rispondere alla recensione, gestione recensioni, review response. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development
reply-to-customer-review
Generate professional, empathetic, on-brand responses to online customer reviews. Analyzes sentiment, detects severity, adapts tone, and provides operational suggestions. Supports hospitality (Airbnb, Booking, Tripadvisor) and e-commerce/app (Amazon, App Store, Trustpilot) with sector-specific patterns. TRIGGER WHEN: review, recensione, reply to review, respond to review, risposta recensione, customer review, negative review, bad review, rispondere alla recensione, gestione recensioni, review response. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
development
saas-business-plan
Strategic knowledge base for SaaS business planning and GTM strategy (2025-2026). Market sizing, audience/persona frameworks, competitive analysis, pricing models, positioning (April Dunford, Blue Ocean, Crossing the Chasm), GTM motions (PLG/SLG/hybrid), advertising benchmarks, and KPI targets. Used by the business-planner agent.
development
saas-business-plan
Strategic knowledge base for SaaS business planning and GTM strategy (2025-2026). Market sizing, audience/persona frameworks, competitive analysis, pricing models, positioning (April Dunford, Blue Ocean, Crossing the Chasm), GTM motions (PLG/SLG/hybrid), advertising benchmarks, and KPI targets. Used by the business-planner agent.
development
readme-craft
Craft magnetic, top-tier README.md files for open-source and public projects. Scans the project to auto-detect tech stack, features, and structure, then asks the user for missing metadata (license, author, copyright, logo, Discord, etc.). Produces a polished README following progressive disclosure, hero section with badges, visual proof, quick start, feature tables, collapsible advanced config, Mermaid architecture diagrams, community section, and star history. TRIGGER WHEN: the user asks to write, create, draft, or scaffold a README.md for a project (English or Italian phrasing: "readme", "write a readme", "create readme", "scrivi il readme", "crea il readme"). DO NOT TRIGGER WHEN: auditing/updating an existing README (use /docs:maintain-readme), or writing non-README docs (use /codebase-mapper:docs-create).
development
python-dead-code
Detect and remove unused Python code using vulture and ruff. Covers unused imports, variables, functions, classes, and unreachable code. Framework-aware false positive handling for Django, FastAPI, pytest, click, and more. TRIGGER WHEN: cleaning up Python codebases, enforcing import hygiene, or integrating dead code checks into CI. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools
domain-hunter
Search domains, compare prices, find promo codes, get purchase recommendations. Use when user wants to buy a domain, check domain prices, find domain deals, compare registrars, or search for .ai/.com domains.
development
premium-web-consultant
Premium web design consultant that conducts structured client discovery, produces professional deliverables (website brief, sitemap, design direction, content strategy), and orchestrates web-designer, ui-layout-designer, seo-specialist, and content-marketer agents automatically. TRIGGER WHEN: planning a new website or redesign before any code is written. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools
figs-basket
"DO NOT. TRIGGER WHEN: ALWAYS at conversation start and before every task. DO NOT TRIGGER WHEN: dispatched as a subagent."
data-ai
cc-usage
Analyze Claude Code token usage, costs, billing blocks, and tool activity from local session data. TRIGGER WHEN: the user asks about their usage, costs, burn rate, or wants a usage dashboard/report. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools
cc-usage
Analyze Claude Code token usage, costs, billing blocks, and tool activity from local session data. TRIGGER WHEN: the user asks about their usage, costs, burn rate, or wants a usage dashboard/report. DO NOT TRIGGER WHEN: the task is outside the specific scope of this component.
tools