| 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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