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.
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.
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.
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.
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.
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.
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)
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.
cyberconan
Security Audit Swarm â Full repo security scan (SAST, SCA, secrets, config). Adaptive orchestration: subagents for small repos, Agent Teams for large. Pure Claude analysis.
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.
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.
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.
Io.Github.Spectra G/Engram
MCP adapter for Engram - organizational memory for AI agents
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.
aptos-dapp-integration
Expert on building Aptos dApps with frontend integration. Covers wallet connectivity (Petra, Martian, Pontem), wallet adapter patterns, TypeScript SDK, transaction building and submission, account management, and React/Next.js integration.
adapting-claude-pipeline
Use when adapting the generic .claude pipeline folder to a specific codebase - adjusting skills, agents, hooks, scripts, prompts, and settings for the target project's tech stack and workflows
main2main
The main2main skill guides an AI agent to adapt the latest vLLM main branch code for vLLM Ascend project.
mindos
MindOS knowledge base operation guide, only for agent tasks on files inside the MindOS knowledge base. Explains core concepts: Space (partitions by how you think), Instruction (agent-wide rules, often in INSTRUCTION.md), Skill (how agents read/write/organize the KB via SKILL.md packages). Notes can embody Instructions and Skills. Trigger only when the target files are inside the MindOS knowledge base directory. Typical requests: "update notes", "search knowledge base", "organize files", "execute SOP", "review with our standards", "handoff to another agent", "sync decisions", "append CSV", "retrospective", "distill this conversation", "capture key learnings", "update related docs adaptively", "route this to the right files", "update everything related", "sync this across my knowledge base". Do NOT trigger when: the target is a local code repository file (e.g. /code/xxx/wiki/*.md), the user provides an absolute path that is not under MindOS mindRoot, or the task involves modifying project source code or project documentation.
LeanCTX v2.1.1 â Context Intelligence Engine + CCP
LeanCTX is a Rust binary that optimizes LLM context through 21 MCP tools, 90+ shell compression patterns, and tree-sitter AST parsing for 14 languages (TS/JS, Rust, Python, Go, Java, C, C++, Ruby, C#, Kotlin, Swift, PHP). It provides adaptive file reading, incremental deltas, intent detection, cross
genetrader
Monitor and control GeneTrader adaptive trading strategy optimization
awrshift
Adaptive decision framework â one dynamic flow with user checkpoints at every phase. Guides from problem to solution through structured research, metrics, factcheck, and sandbox testing. Use when you face a non-trivial decision, need to research before building, plan a feature or experiment, evaluate trade-offs, or the user says 'awrshift', 'let's think this through', 'research first', 'experiment', 'investigate', 'what's the best approach', 'compare options'. Also trigger on: 'иÑÑледÑй', 'ÑазбеÑиÑÑ', 'пÑоанализиÑÑй', 'ÑкÑпеÑименÑ', or when starting any new project phase, migration, launch, or architecture decision. Do NOT use for simple tasks with clear instructions â just do those directly.
connectorkit
Solana wallet connection library with headless core and React UI components. Use when working with @solana/connector, ConnectorKit, Solana wallet connection, wallet standard integration, ConnectorClient, wallet elements, render props, useWallet, useConnectWallet, useBalance, useTransactionSigner, WalletListElement, AccountElement, BalanceElement, TransactionHistoryElement, migrating from @solana/wallet-adapter, remote signer, server-side signing, Fireblocks Solana, Privy Solana, or mobile wallet adapter integration.
accessibility-auditing
Audit interfaces against WCAG 2.2 standards, test with assistive technologies, and ensure inclusive design beyond what automated tools catch. Adapted from msitarzewski/agency-agents.