Agent Ops Framework
by @xueyetianya
AI agent operations reference — multi-agent architectures, ReAct and chain-of-thought patterns, tool-use conventions, prompt injection defense, and evaluatio...
clawhub install agent-ops-framework📖 About This Skill
name: "agent-ops-framework" version: "8.0.0" description: "AI agent operations reference — multi-agent architectures, ReAct and chain-of-thought patterns, tool-use conventions, prompt injection defense, and evaluation metrics" author: "BytesAgain" homepage: "https://bytesagain.com" source: "https://github.com/bytesagain/ai-skills" tags: [ai-agent, multi-agent, langchain, llm, orchestration] category: "devtools"
Agent Ops Framework
AI agent operations reference — multi-agent architectures, ReAct and chain-of-thought patterns, tool-use conventions, prompt injection defense, and evaluation metrics. No API keys or credentials required — outputs reference documentation only.
Commands
| Command | Description |
|---------|-------------|
| intro | Multi-agent architectures, frameworks |
| standards | Output schemas, tool-use, MCP, eval benchmarks |
| troubleshooting | Context overflow, loops, hallucination, rate limits |
| performance | Caching, parallelism, token optimization |
| security | Prompt injection, sandboxing, audit logging |
| migration | Single to multi-agent, prompt to function calling |
| cheatsheet | LangChain, CrewAI, AutoGen APIs, agent patterns |
| faq | When to use agents, costs, framework choice |
Output Format
All commands output plain-text reference documentation via heredoc. No external API calls, no credentials needed, no network access.
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