adaptive-cards-authoring
Author Adaptive Cards for the current PiClaw web environment. Use when you need a prompt pattern, supported payload shape, or reusable card templates for structured web interactions.
narrator-ai-cli
Create AI-narrated film/drama commentary videos via CLI. Two workflow paths (Original & Adapted narration), 93 movies, 146 BGM tracks, 63 dubbing voices in 11 languages, 90+ narration templates. Use when creating narration videos, film commentary, short drama dubbing, or video production.
AI Brain Starter â Interactive Setup
You are setting up a new user's AI-powered second brain. This is an interactive, conversational setup, not a script dump. Go step by step, wait for their answers, and adapt to what they have.
Adaptive Memory Graph
Persistent memory for Claude via weighted, interconnected knowledge nodes.
adapt-skill
Takes a prompt or skill you already use and converts it so other people can find and use it on SkillShelf.
document-project
Generate comprehensive, professional project documentation structures including README, ARCHITECTURE, USER_GUIDE, DEVELOPER_GUIDE, and CONTRIBUTING files. Use when the user requests project documentation creation, asks to "document a project", needs standard documentation files, or wants to set up docs for a new repository. Adapts to Python/Go projects and OpenSource/internal contexts.
Bootstrap â Personalized Onboarding
A conversational onboarding skill. Through 5-8 adaptive rounds, extract who the user is and what they need, then generate a tight instructions file that defines how the AI assistant should behave for this project.
architecture-refiner
Facilitate a structured conversation to define architecture principles for a repository. Supports multiple architecture styles: clean architecture (default), hexagonal / ports & adapters, modular monolith, or custom. Produces a formal architecture document that the corresponding atom will use. Use when setting up a new project, defining architecture standards, or when the user says 'setup architecture', 'define layers', 'architecture principles', 'help me define my architecture', 'hexagonal architecture', 'modular monolith', 'ports and adapters', or 'define my architecture style'.
create-adaptable-composable
Create a library-grade Vue composable that accepts maybe-reactive inputs (MaybeRef / MaybeRefOrGetter) so callers can pass a plain value, ref, or getter. Normalize inputs with toValue()/toRef() inside reactive effects (watch/watchEffect) to keep behavior predictable and reactive. Use this skill when user asks for creating adaptable or reusable composables.
accountant
Senior Accountant & Strategic CFO with 20+ years experience in tech sector. Use for tax planning, VAT/sales tax compliance, financial forecasting, contractor assessments, or accounting app logic design. Auto-triggers tax warnings and savings opportunities. Adapts to user's jurisdiction.
flutter-ai-ui-skill
A master-level Flutter UI/UX design skill that equips AI coding assistants with curated design intelligence, colour palettes, typography pairings, animation patterns, component blueprints and actionable checklists for building beautiful, accessible, production-ready Flutter applications. Covers Material 3, Cupertino, adaptive layouts, animations, theming, state management integration, accessibility and performance optimization.
testing-conventions
Apply Envilder testing conventions for Vitest unit tests and LocalStack e2e tests. Use when adding or updating tests for command handlers, domain entities, adapters, CLI, or GitHub Action flows.
walnut-api
Walnut Admin Client API layer development patterns. Use when creating or modifying API modules in the walnut-admin-client project. Provides patterns for BaseAPI extension, axios adapters, interceptors, and request/response types.
chat-sdk
Build multi-platform chat bots with Chat SDK (`chat` npm package). Use when developers want to (1) Build a Slack, Teams, Google Chat, Discord, Telegram, GitHub, Linear, or WhatsApp bot, (2) Use Chat SDK to handle mentions, direct messages, subscribed threads, reactions, slash commands, cards, modals, files, or AI streaming, (3) Set up webhook routes or multi-adapter bots, (4) Send rich cards or streamed AI responses to chat platforms, (5) Build or maintain a custom adapter or state adapter. Triggers on "chat sdk", "chat bot", "slack bot", "teams bot", "google chat bot", "discord bot", "telegram bot", "whatsapp bot", "@chat-adapter", "@chat-adapter/state-", "custom adapter", "state adapter", "build adapter", and building bots that work across multiple chat platforms.
dspy-adapters-multimodal
This skill should be used when the user asks to "choose a DSPy adapter", "use JSONAdapter", "use XMLAdapter", "enable native function calling", "send images, audio, or files to DSPy", mentions `dspy.ChatAdapter`, `dspy.JSONAdapter`, `dspy.XMLAdapter`, `dspy.Image`, `dspy.Audio`, `dspy.File`, structured outputs, or multimodal DSPy signatures.
app-ai-guardrails
Scaffold a greenfield app so the **full guardrail canon** is live in **commit #1** and every one of the 7 **gates** is **verified green** before that commit exists. The canon is stack-agnostic; each stack's mechanics live in one adapter file. The differentiator is **teeth**: gates that *fail* on vio
Data Table Filters
A shadcn registry for building filterable, sortable data tables with infinite scroll and virtualization. Start with the core block, then extend with optional blocks for command palette, cell renderers, sheet panels, store adapters, schema generation, Drizzle ORM helpers, and React Query integration.
awf-adaptive-language
Adjust terminology based on user technical level. Keywords: language, terminology, jargon, level, beginner, newbie, simple, explain. Reads technical_level from preferences.json and sets communication context.
leonardo-colors
Generate accessible color themes using @adobe/leonardo-contrast-colors. Use when the user needs help building contrast-based color palettes, checking WCAG accessibility, creating adaptive themes, or using the Leonardo API.
Abstraction-First
> Concept from [Martin Fowler â "Abstraction-First"](https://martinfowler.com/articles/structured-prompt-driven/abstraction-first.html). Adapted for ralphctl's three phases.
Memory OS AI
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking
adapter-factory
Guide for creating new CLI or HTTP adapters to integrate AI models into the AI Counsel deliberation system
algo-sensei
Your personal DSA & LeetCode mentor. Use for problem explanations, progressive hints, code reviews, mock interviews, pattern recognition, complexity analysis, and custom problem generation. Automatically adapts to your learning style and request type.
adapt-to-project
Use this skill to walk the adopter through the four classes of post-install change (substitution, .upstream companion merges, discovery + restructuring, within-layout consolidation). Triggers after installing a pack (the install->adapt chain nudges via session-start hook) or any time `<repo>/.adapt-install-marker.toml` / `~/.agentbundle/.adapt-install-marker.toml` is on disk. Walks both scopes' state files for Tier-2 detection; class-1 substitution shells out to `agentbundle adapt`; classes 2-4 write files directly under the per-scope path-jail.
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prompt-master
Generates optimized prompts for any AI tool. Use when writing, fixing, improving, or adapting a prompt for LLM, Cursor, Midjourney, image AI, video AI, coding agents, or any other AI tool.
a2a-adapter
Use when building A2A Protocol agents, converting AI agents from any framework (LangChain, CrewAI, n8n, LangGraph, Ollama, or custom) into A2A-compatible servers, or working with the a2a-adapter Python SDK
Io.Github.PV Bhat/Vibe Check Mcp Server
Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety
Promptheus
AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)
cvfit
Use when someone points at a job, hackathon, fellowship or program application and wants a resume for it. Triggers: a posting URL, a screenshot of a posting, pasted posting text, a company plus role name, or phrasings like 'adapt my CV to this', 'tailor my resume for this role', 'Harvard format resume', 'make a CV for this application', 'one-page resume'. The skill reads the posting, assembles the person's material from whatever exists (the conversation, an Obsidian vault, markdown notes, an old resume, public repos), decides the right shape for that person and that posting, renders a one-page Harvard-format PDF, and evaluates it against a rubric until it passes or the gap is explained. Don't use for cover letters, LinkedIn profiles or portfolio sites.
Io.Github.VikrantSingh01/Adaptive Cards Mcp
Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.
Integrate Claude Skill into Project Guidelines
Adapt and integrate a Claude global skill into your project's development guidelines (not directly into project code).
Cronicorn
Manage adaptive cron jobs and HTTP endpoint scheduling via AI assistants.
adaptive-layout
Adaptive layout for iPad and universal apps: NavigationSplitView, size classes, horizontalSizeClass, presentations, HIG compliance. Use when building iPad-optimized layouts, supporting multiple screen sizes, or adapting UI for iPhone+iPad. Triggers: iPad, universal, NavigationSplitView, horizontalSizeClass, size class, adaptive.
Adaptive Tutor
You are an adaptive tutor. Your job is to make the learner THINK, PRODUCE, and CONNECT â never passively consume. You are a coach, not a lecturer.
Decompile Android APK, XAPK, AAB, DEX, JAR, and AAR files using jadx
Decompile Android APK, XAPK, AAB, DEX, JAR, and AAR files using jadx or Fernflower/Vineflower. Reverse engineer Android apps, extract HTTP API endpoints (Retrofit, OkHttp, Volley, GraphQL, WebSocket), trace call flows from UI to network layer, analyze security patterns (cert pinning, exposed secrets), and perform dynamic analysis with Frida (adaptive bypass generation, crash analysis, runtime hooking). Use when the user wants to decompile, analyze, or reverse engineer Android packages, find API endpoints, follow call flows, audit app security, or bypass runtime protections.
firestore-better-auth
Use Firestore as the database adapter for Better Auth (Firebase Admin SDK). Use when storing Better Auth users, sessions, accounts, and verification tokens in Firestore, migrating from Auth.js/NextAuth Firebase adapter to Better Auth, setting up Better Auth with a Firebase/Firestore backend, or troubleshooting Firestore index errors and FIREBASE_PRIVATE_KEY issues.
Design Team Skill
This skill provides **structured design knowledge organized by specialty**. Instead of generic design guidance, it loads the right reference material for each task â the scope adapts based on what you're building.
autosar-swc
AUTOSAR SWC expert. Defaults to Classic AUTOSAR (SWCs, RTE, ARXML, C) and operates in five modes: (1) Component design â decompose a feature into SWC types, define port interfaces, specify runnables and ExclusiveAreas, produce a plain-text composition diagram; (2) Interface definition â SenderReceiver / ClientServer / ModeSwitch / Parameter interfaces with correct AUTOSAR data types, scaling, InitValues, and AliveTimeout, as an ARXML sketch plus C typedef header; (3) SWC development â production-ready SWC skeleton (.c + .h + ARXML) with correct RTE API calls and MISRA-aligned style; (4) Diagram generation â plain-text component / sequence diagrams and ASCII state machines with AUTOSAR layer boundaries and ASIL notes; (5) Integration review â audit C and ARXML for port-interface alignment, RTE API naming, runnable-to-event mapping, and MCAL abstraction violations. Targets EB Tresos and Vector DaVinci. Handles Adaptive AUTOSAR (ara::com proxy/skeleton services) and legacy bring-up in smallest safe steps.
adapt
Adapt designs to work across different screen sizes, devices, contexts, or platforms. Ensures consistent experience across varied environments.
Add Adapter
> AI-assisted guide for creating platform adapters that transform Archon format to platform-specific formats.
Adaptive context detection â same as code-review-simplify
DIFF_STAT=$(git diff HEAD --stat 2>/dev/null || echo "") if [ -n "$DIFF_STAT" ]; then REF="HEAD" # pre-commit: review uncommitted Builder changes else REF="HEAD~1" # standalone: review last committed change fi DIFF=$(git diff "$REF" --stat) CHANGED_FILES=$(git diff "$REF" --name-only) DIFF_FULL=
adapter-authoring
Teach the user (or yourself, as an agent) how to build a **source adapter** for Athenaeum: a script or integration that turns an external source into raw-intake files the librarian compiles into the wiki. This skill is self-contained â it does not depend on any private Kromatic repo or context.
Io.Github.Spectra G/Engram
MCP adapter for Engram - organizational memory for AI agents
adaptation
This skill should be used when the user asks to "make an audiobook", "narration script", "narrator", "ACX", "Findaway", "pronunciation guide", "how long is the audiobook", "adapt to a screenplay", "Fountain", "screenplay", "picture book", "spreads", "illustration notes", "art notes", "comic script", "comics script", "graphic novel", "panels", "interactive fiction", "Ink", "Twine", "choose your own adventure", "translate the book", "translation", "foreign edition", "glossary for translators", or wants to turn a story project into another form or language.
cypilot
Invoke when user asks to do something with Cypilot, or wants to analyze/validate artifacts, or create/generate/implement anything using Cypilot workflows, or plan phased execution. Core capabilities: workflow routing (plan/analyze/generate/auto-config); deterministic validation (structure, cross-refs, traceability, TOC); codeâartifact traceability with @cpt-* markers; spec coverage measurement; ID search/navigation; init/bootstrap; adapter + registry discovery; auto-configuration of brownfield projects (scan conventions, generate rules); kit management (install/update with file-level diff); TOC generation; agent integrations (Windsurf, Cursor, Claude, Copilot, OpenAI). Kit sdlc: Artifacts: ADR, CODEBASE, DECOMPOSITION, DESIGN, FEATURE, PR-CODE-REVIEW-TEMPLATE, PR-REVIEW, PR-STATUS-REPORT-TEMPLATE, PRD; Workflows: migrate-openspec, pr-review, pr-status.
redis-js
Work with the Upstash Redis JavaScript/TypeScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search (querying, filtering, aggregating with @upstash/redis search extension), and all Redis data structures. Supports automatic serialization/deserialization of JavaScript types. Search also available via @upstash/search-redis and @upstash/search-ioredis adapters for TCP clients.
Bootstrap Soul
A conversational onboarding skill. Through 5â8 adaptive rounds, extract who the user is and what they need, then generate a tight `SOUL.md` that defines their AI partner.
devtools-app-setup
Install TanStack Devtools, pick framework adapter (React/Vue/Solid/Preact), register plugins via plugins prop, configure shell (position, hotkeys, theme, hideUntilHover, requireUrlFlag, eventBusConfig). TanStackDevtools component, defaultOpen, localStorage persistence.
agent-recorder-fixtures
Record real OpenAI/Anthropic HTTP back-and-forth (requests + responses, including streaming text/event-stream) and print paste-ready Swift fixtures for SwiftAgent unit tests (ReplayHTTPClient) using the AgentRecorder CLI or HTTPReplayRecorder. Use when adding/updating any provider adapter tests (text, streaming, structured outputs, tool calls), when payload formats change, or when debugging agent loop mismatches by inspecting recorded JSON/SSE payloads.