The stack behind smarter agents.

Use when behavior, setup, validation, public wording, data provenance, or workflow commands change and repository documentation may need to be updated.

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.

## Overview This skill defines the authoritative pedagogical standards and workspace architecture for the CS Wiki (`cs-first-principles`) project. ## Directory Structure & Folder Roles - `platform/`: Modern CS Wiki Web Application (React + Vite + TypeScript) containing interactive simulators, knowledge graph, complexity-calibrated question bank, and zoomable abstraction layers. - `cs-learning-platform.md`: Authoritative 20-Point Pedagogy Blueprint (Concept Maps, Interactive Diagrams, Animations,

Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.

Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.

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Track deals through every stage from lead to close. Manage pipeline stages, update deal status, forecast revenue, and identify bottlenecks in your sales process.

Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, workflows resume exactly where they left off. This skill covers the platforms (n8n, Temporal, Inngest) and patterns (sequential, parallel, orchestrator-worker) that turn brittle scripts into production-grade automation. Key insight: The platforms make different tradeoffs. n8n optimizes for accessibility

Fully autonomous QA testing agent for Modular RAG MCP Server. Reads test cases from QA_TEST_PLAN.md, executes ALL test types automatically without human intervention — CLI commands, Dashboard UI via Streamlit AppTest headless rendering, MCP protocol via subprocess JSON-RPC, provider switches, and data lifecycle checks. Diagnoses failures, applies fixes with up to 3 retry rounds, and records results in QA_TEST_PROGRESS.md. Use when user says 'run QA', 'QA test', 'QA 测试', '执行测试', '跑测试', 'test and

Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability.

Analyzes multiple provided pages to identify keyword overlap and

Fully autonomous QA testing agent for Modular RAG MCP Server. Reads test cases from QA_TEST_PLAN.md, executes ALL test types automatically without human intervention — CLI commands, Dashboard UI via Streamlit AppTest headless rendering, MCP protocol via subprocess JSON-RPC, provider switches, and data lifecycle checks. Diagnoses failures, applies fixes with up to 3 retry rounds, and records results in QA_TEST_PROGRESS.md. Use when user says 'run QA', 'QA test', 'QA 测试', '执行测试', '跑测试', 'test and

Official Android tool that signs and verifies APKs against platform signature-scheme requirements.

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Query 47 EU regulations (GDPR, NIS2, DORA, AI Act) - 2,438 articles, 3,712 recitals, ISO 27001

Comprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography

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Use when working with error debugging multi agent review

Cross-session memory for Claude over MCP — prioritised briefs, supersession, cross-project recall.

Slide decks over MCP: read and write decks as code, run Lorem's full AI pipeline, export PPTX/PDF.

MCP server for Unreal Engine 5 with 17 tools for game development automation.

Scrape Amazon products, search, and async batch ASIN lookups across 20 marketplaces

MCP server giving AI agents (Claude Code, Claude Desktop, Cursor, ChatGPT, Codex, OpenClaw) persistent long-term memory backed by your local Obsidian markdown vault. Hybrid retrieval (BM25 + ML embeddings + BGE reranker, RRF-fused), HNSW + int8 quantizati

DoiT official MCP Server

Schedule agent work and report write-once outcomes via CueAPI from any MCP host.

Your AI agent builds interactive block-based courses over MCP; take them at learnwithagents.app.

Mediterranean marine, nautical, sailing: forecasts, tides, sea routes, anchorages, POIs for AI.

A-Team MCP Server — build, validate, and deploy multi-agent solutions from any AI environment

Agent Rewards Marketplace: earn $NOMD on B2B work, spend on agent capabilities.

Sleep, readiness, HRV, resting heart rate, activity and stress from your Oura Ring

Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.

Access Statistics Canada data via the Web Data Services API

Local-first AI PKM memory for coding conversations.

MCP server for Pyxel, a retro game engine for Python

Web3 MCP proxy for AI agents: DeFi swaps, bridges, market data, wallets, and gated writes.

Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, scoring.

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant.

Ziggs delegate MCP: chat, agreements, context, payments via OAuth or operator key.

The trust and intelligence layer between AI agents and your database.

Discover and call every paid API on the bolthub marketplace with automatic L402 Lightning payments.

MCP server for Architectural Decision Records: navigate, author, validate, link, and analyze them.

Discover and transact on the AntSeed P2P AI network from any MCP-compatible agent.

Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking, and policy rules.

Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/Parquet exports.

Render web and SwiftUI evidence, run explicit visual judgment, and trace ADS UI decisions.

MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk

AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (30/day/IP).

Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.