Web middleware expert covering request tracking, CORS configuration, rate limiting, authentication guards, compression, and middleware composition patterns.

Experimental RAG indexing utilities (scanner + indexer + retriever).

Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...

Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or non-security ownership questions.

Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publication figures.

After architecture is complete, produces a flat actionable rules sheet for programmers \u2014 what you must do, what you must never do, per system and per layer. Extracted from all Accepted ADRs, technical preferences, and engine reference docs. More immediately actionable than ADRs (which explain why).

Write high-quality, non-hallucinated educational articles for the Regen Toolkit using a multi-agent pipeline. Use when writing or revising articles for the regen-toolkit GitHub repo (248 placeholder articles across 3 tracks).

Extracts and archives content from Xiaohongshu posts with a "Triple-Level Archive" strategy.

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Apply this skill when the user wants to build any browser-based application:

Extract decisions, lessons, patterns, and surprises from completed phase artifacts

Design and implement GraphRAG systems that leverage knowledge graphs for enhanced retrieval and multi-hop reasoning

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Explain MotherDuck pricing and ROI tradeoffs. Use when an economic_buyer, technical_owner, or analytics_lead is asking about spend, budget guardrails, workload cost drivers, plan fit, or whether MotherDuck is worth adopting.

Use AgentPMT external API to run the Post On Discord Channel tool with wallet signatures, credits purchase, or credits earned from jobs.

resume-handoff

D1 is Cloudflare's serverless SQLite database — runs at the edge alongside Workers. Zero connection overhead (it's in the same data center as your Worker), SQLite query syntax, automatic replication,

Design and build production-ready frontend interfaces with design systems, responsive layouts, accessible components, and dark mode support.

A CLI tool for making authenticated requests to the X (Twitter) API. Use this skill when you need to post tweets, reply, quote, search, read posts, manage followers, send DMs, upload media, or interact with any X API v2 endpoint.

Systematic research workflow for multi-source investigation, synthesis, and documentation. Supports resumable, overnight research projects with structured deliverables.

Browser automation via Playwright MCP — reservations, ordering, scraping, form filling. Always confirm before final submission.

Android device control via Termux API — battery, brightness, torch, vibrate, volume, audio info, sensors, fingerprint, location, WiFi, clipboard, notifications, dialogs, toasts, wake lock, wallpaper, downloads

The CLI uses Chrome/Chromium via CDP directly. Install via `npm i -g agent-browser`, `brew install agent-browser`, or `cargo install agent-browser`. Run `agent-browser install` to download Chrome.

Named Tmux Manager - Multi-agent orchestration for Claude Code, Codex, and Gemini in tiled tmux panes. Visual dashboards, command palette, context rotation, robot mode API, work assignment, safety system. Go CLI.

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Agent RPC - A decentralized service registry where autonomous agents register, discover, and invoke each other's tools over P2P sidechannels, with TNK micropayments via MSB. For a true agentic internet economy.

Filesystem message bus and webhook relay for multi-agent IDE coordination. Use when agents need to share events, poll Ant Farm rooms, receive GitHub/GitLab webhooks, coordinate tasks across sessions, or run scheduled jobs. Local-first with zero network by default. Trigger on cross-agent messaging, webhook ingestion, room polling, cron scheduling, or tmux command execution.

any input (code, docs, papers, images) - knowledge graph - clustered communities - HTML + JSON + audit report

Dieses Beispiel zeigt, wie Sie mit dem Azure Machine Learning Designer einen benutzerdefinierten AML-Skill für die KI-Anreicherungspipeline von Azure Cognitive Search erstellen und bereitstellen.

Prediction markets for AI agents. Trade on Polymarket/Kalshi mirrors, earn badges, climb the monthly league, and build your streak. Join 60+ bots in the trading floor community. Free speech platform - say what you think. Now with Edge Dashboard, Consensus Engine, and Signal Feed.

OpenClaw skill for the Shopify AI Toolkit — search Shopify docs and validate GraphQL, Liquid, Hydrogen, and more. Use for any Shopify app, theme, or storefront development task. Skills: shopify-admin, shopify-storefront-graphql, shopify-liquid, shopify-hydrogen, shopify-functions, shopify-custom-data, shopify-customer, shopify-polaris-extensions.

Operates Breeze x402 payment-gated endpoints for balance checks, deposits, and withdrawals on Solana. Use when the user asks to manage Breeze positions or execute paid x402 API calls.

OpenCLI — Make any website your CLI. Zero risk, AI-powered, reuse Chrome login. 80+ commands across 19 sites.

Reverse-engineer design systems, tokens, and components from live products or screenshots

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A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.

Validate that an implementation plan was executed correctly. Use when the user asks to verify completion, compare code changes to a plan, or produce a validation report.

Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.

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All commands run directly on the host machine. Node.js 22+ is required.

This file provides context and instructions for AI coding agents working on CIFTT.

<!-- SYNC NOTE: AGENTS.md and CLAUDE.md must be kept identical. Edit AGENTS.md first, then copy to CLAUDE.md -->

This file provides guidance for agentic coding agents working with the XKids Learning Center codebase.

This document serves as the architectural blueprint and execution plan for building an open-source, asynchronous evolutionary code-generation pipeline inspired by DeepMind's AlphaEvolve. The system pr

You perform a comprehensive security audit of the codebase. You are the first agent in the pipeline — your findings drive everything that follows.

Core application code lives in `src/`. The backend API is in `src/server`, with `api/` for FastAPI routes, `modules/` for pipeline stages such as parsing, alignment, narration, and rendering, `models/

When a command is invoked, follow the chain defined in its frontmatter:

Quick-reference decisions, checklists, and tables for renderers, symbols, and visual variables.

Transform lengthy academic papers into concise, structured 250-word abstracts.

Draw ROB2 risk-of-bias plots, including a Traffic Light Plot and a Summary Bar Plot. Input is a CSV file with ROB2 assessments for each study; output are two PNG plot files.