AI Agent Workflow Collection

Template pattern for multi-agent analysis where agents hold opposing mandates. Use when spawning subagents for complex research, code review, architecture decisions, or risk assessment. Triggers on: 'adversarial team', 'devil's advocate analysis', 'multi-perspective review', 'challenge this decision', 'stress test this plan', 'red team this'.

Library of 232 AI agent personalities across 16 business divisions — Engineering, Design, Sales, Marketing, Security, Finance, Game Dev, GIS, Academic and more. Platform-agnostic (Claude Code, Cursor, Copilot, Windsurf, Aider, Gemini CLI). Triggers on: 'agency agents', 'agent library', 'agent personalities', '232 agents', 'agent divisions', 'specialized AI agents', 'frontend developer agent', 'security architect agent', 'paid media agent', 'AI team structure', 'company as agents', 'multi-division agents', 'agent role catalog', 'msitarzewski agency', 'install agent roles', 'agent markdown files', 'cross-platform agent'.

Intelligence on leaked/published system prompts from 30+ AI coding tools — Cursor, Windsurf, Claude Code, GitHub Copilot, Devin, v0, Lovable, Replit, Warp, Perplexity. Use for competitive analysis, prompt engineering research, understanding how other tools instruct their models. Triggers on: 'system prompt of cursor', 'windsurf system prompt', 'claude code prompt', 'copilot system prompt', 'devin prompt', 'AI tool system prompt', 'leaked AI prompts', 'how cursor instructs AI', 'competitive prompt analysis', 'prompt engineering research', 'v0 system prompt', 'replit agent prompt'.

AI-powered code review CLI từ Alibaba — phân tích git diff, comment chính xác theo dòng, tích hợp GitHub Actions / GitLab CI. Đã review cho hàng chục nghìn developer nội bộ Alibaba.

Kho tổng hợp 500+ project AI/ML/DL/CV/NLP kèm code — reference nhanh khi cần implementation mẫu. Bao gồm CV, NLP, healthcare ML, time series, production ML.

Code Complete (Steve McConnell) — Minimal rules — essential one-liners only. Use when asked to apply Code Complete principles or review code against Code Complete standards.

Build professional native macOS apps in Swift with SwiftUI and AppKit. Full lifecycle - build, debug, test, optimize, ship. CLI-only, no Xcode.

omp — AI coding agent viết bằng Rust (27K lines), hash-anchored edits (-61% output tokens), LSP+debugger tích hợp, 32 tools, 40+ LLM providers. Fork của Pi platform.

Query the Yana AI codebase knowledge graph via codebase-memory-mcp. Use instead of grep/glob when exploring call chains, finding callers/callees, understanding architecture, or tracing impact of changes. Triggers on: 'who calls X', 'trace path', 'find callers', 'search graph', 'cbm', 'knowledge graph', 'what calls', 'call chain', 'what uses', 'where is X defined', 'architecture overview', 'impact of changing'.

Danh sách free LLM API providers có rate limits cụ thể — OpenRouter, Groq, Cerebras, Google AI Studio, GitHub Models, Fireworks... Reference khi cần backup API.

Extract every verifiable claim from a piece of content, check each against sources, and sort into 4 buckets: correct, unsourced, needs-fixing, misleading. Use when asked to 'kiểm chứng luận điểm', 'audit claims', 'verify this article', 'tách luận điểm', 'check facts in this doc', 'đối chiếu với nguồn', or 'is this content accurate'. Do NOT use for: verifying a single claim before stating it — see /fact-check command. Do NOT use for: code correctness — see verification-engine.

Use when setting up a structured Plan→Work→Review→Release cycle for autonomous agents, integrating Claude Code with Codex/Cursor/OpenCode, enforcing spec-first development gates, or protecting against agent self-modification. Triggers on: 'claude-code-harness', 'harness cycle', 'agent release cycle', 'spec gate', 'plan work review release', 'harness-plan', 'harness-work', 'harness-review', 'harness-release', 'codex integration', 'cursor integration', 'opencode integration', 'multi-tool agent workflow', 'autonomous agent cycle', 'agent tự động release'.

Hệ thống bộ nhớ 7 lớp chạy local dành cho AI agent — SQLite + Qdrant + Fabric, zero cloud dependency. Agent nhớ project, decision, reasoning pattern xuyên session.

Vinext — Next.js API trên Vite, deploy tới Cloudflare Workers. 94% Next.js 16 API coverage, App Router + RSC, Cloudflare Bindings (D1/R2/KV/AI). Builds nhanh hơn.

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?)…

Shared vocabulary for designing deep modules.

Automate College Football Data tasks via Rube MCP (Composio). Always search tools first for current schemas.

One brief → platform-native content for TikTok, Xiaohongshu (小红书), X/Twitter thread, LinkedIn — simultaneously. Each platform gets a specialist with native format, tone, and hooks. No generic copy-paste. Inspired by msitarzewski/agency-agents marketing division (MIT).

Convene 6 intellectual personas across multiple LLM providers for hard decisions. Each persona runs on a different provider for genuinely different reasoning — not costume changes on one model. Inspired by council-of-high-intelligence (CC0).

Personal AI Infrastructure (PAI) — Life OS chạy trên Claude Code: 45 skills, 171 workflows, 37 hooks, ISA pattern, Telos (life direction), Pulse dashboard localhost:31337.

ByteDance's open-source super agent harness — spawns parallel sub-agents, Docker sandbox execution, persistent long-term memory, modular skills (research/report/slides). Built on LangChain + LangGraph. Triggers on: 'deerflow', 'deer-flow', 'bytedance agent', 'super agent harness', 'LangGraph agent orchestration', 'multi-hour agent tasks', 'spawn sub-agents', 'agent sandbox docker', 'persistent agent memory', 'agent skills system', 'AI research orchestrator', 'long-running agent tasks', 'agent with memory', 'langgraph orchestrator', 'IM channel agent integration'.

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model.

MiroFish — Swarm Intelligence Engine: upload seed data → simulate thousands of agents → predict future trajectories. GraphRAG + multi-agent simulation + interactive chat.