Claude Skill
eunomia-bpf/agentsight
AgentSight provides zero-instrumentation observability for LLM and AI agents like Claude Code, OpenClaw, and Gemini-CLI using eBPF. Monitor agent behavior in real-time without code changes.
Overview
Repository
Install this Skill
git clone https://github.com/eunomia-bpf/agentsight.gitRegistry
Summary
AgentSight is an eBPF-based observability tool that provides zero-instrumentation monitoring for LLM and AI agents, including Claude Code, OpenClaw, and Gemini-CLI. It enables deep visibility into agent behavior without modifying application code.
零指令LLM与AI代理（例如Claude Code、OpenClaw、Gemini-CLI）在eBPF中的可观测性
Key features
- Zero-instrumentation observability for AI agents
- eBPF-based low-overhead monitoring
- Supports Claude Code, OpenClaw, Gemini-CLI
- Real-time agent behavior tracing
- No code changes required
Use cases
- Monitor Claude Code agent interactions
- Debug AI agent performance issues
- Observe LLM call patterns in production
- Security auditing of agent activities
- Compliance monitoring for AI workflows
README excerpt
# AgentSight: System-wide AI agent tracing and monitoring with eBPF [](https://opensource.org/licenses/MIT) [](https://github.com/eunomia-bpf/agentsight/actions/workflows/ci.yml) [](https://arxiv.org/abs/2508.02736) [](https://dl.acm.org/doi/10.1145/3766882.3767169) **English** | [中文](https://github.com/eunomia-bpf/agentsight/blob/master/README.zh-CN.md) Your local first `perf`/`top`/`strace`/`nsight`-like tool for AI agents. See what agents actually do to your machine, and connect those actions back to the prompts, model calls, and tool decisions that triggered them. Run `agentsight` around Claude Code, Codex, Gemini CLI, OpenCode, OpenClaw, or any command. AgentSight records a local trace of: - processes and child processes, shell commands, cwd, argv, exit status, and duration - files created, written, truncated, renamed, or deleted - network destinations contacted - prompts, responses, tool intent, and LLM/model/token No SDK, no proxy, no vendor integration. AgentSight observes with eBPF and TLS traffic tracing, so it works even when the agent is a closed-source CLI. **✨ Zero Instrumentation Required** ## Quick Start ```bash cargo install agentsight # or: wget https://github.com/eunomia-bpf/agentsight/releases/latest/download/agentsight && chmod +x agentsight sudo agentsight top ``` <div align="center"> <img src="https://github.com/eunomia-bpf/agentsight/raw/master/docs/top-mode-demo.png" alt="AgentSight top live session view" width="10