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在 OpenClaw 中安装
/install skylv-agent-performance-profiler
功能描述
Agent 性能分析与优化。分析响应时间、Token 消耗、工具调用效率，提供优化建议。Triggers: agent performance, optimize agent, token usage, response time, agent profiling.
安全使用建议
This skill appears to be a coherent, instruction-only profiler: it gives metrics, benchmarks, and example helper functions but contains no code to run or install. Before enabling it (especially for autonomous invocation), verify how profiling data will be collected — ensure conversation history, model logs, and tool-call traces come from safe, non-sensitive test data or are sanitized. Test the skill in a non-production environment first, and do not provide any secrets or credentials (there are none requested by the skill). If you need automated profiling that will collect real user conversations, require explicit consent and minimize stored data (anonymize/scrub tokens and PII).
功能分析
Type: OpenClaw Skill
Name: skylv-agent-performance-profiler
Version: 1.0.2
The skill bundle consists of metadata and documentation (SKILL.md) for an 'Agent Performance Profiler'. It provides instructions and pseudo-code for analyzing AI agent metrics such as response time, token consumption, and tool efficiency. There is no executable code provided, and the instructions are strictly focused on performance optimization without any indicators of data exfiltration, prompt injection attacks, or unauthorized system access.
能力评估
Purpose & Capability
Name, description, and SKILL.md consistently describe agent profiling (latency, token usage, tool-call analysis) and the skill does not request unrelated binaries, env vars, or config paths.
Instruction Scope
Instructions and example functions focus on measuring response times, token counts, and tool-call traces. They do not instruct reading system credentials or external files, but profiling inherently requires access to conversation logs/traces and tool-call traces — the SKILL.md does not specify data sources or safeguards, so reviewers should confirm where traces come from and that no sensitive data is collected or exfiltrated.
Install Mechanism
Instruction-only skill with no install spec and no code files; nothing is written to disk and there are no download URLs or third-party packages to evaluate.
Credentials
No environment variables, credentials, or config paths are requested — this is proportional for a profiling/optimization guide and prevents automatic access to secrets.
Persistence & Privilege
always:false and default autonomous invocation settings are used; the skill does not request persistent or elevated privileges or modify other skills' configs.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install skylv-agent-performance-profiler - 安装完成后，直接呼叫该 Skill 的名称或使用
/skylv-agent-performance-profiler触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.2
- Updated description to clarify core features and triggers in English.
- Bumped version to 1.0.2 in SKILL.md.
- No changes to code or functionality; documentation only.
v1.0.1
- Updated version to 1.0.1 in SKILL.md.
- No other content or functionality changes; documentation and features remain as previously described.
v1.0.0
agent-performance-profiler 1.0.0 — Initial Release
- Provides AI Agent performance analysis and optimization, covering response times, token usage, tool efficiency, and error rates.
- Includes actionable optimization suggestions for prompt design, tool call management, and context handling.
- Offers key metrics, benchmarks, bottleneck identification, and automatic/manual trigger options.
- Supplies built-in functions for profiling agents, optimizing prompts, and analyzing tool calls.
- Documents best practices and references for agent performance improvement.
元数据
常见问题
Skylv Agent Performance Profiler 是什么？
Agent 性能分析与优化。分析响应时间、Token 消耗、工具调用效率，提供优化建议。Triggers: agent performance, optimize agent, token usage, response time, agent profiling. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 106 次。
如何安装 Skylv Agent Performance Profiler？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install skylv-agent-performance-profiler」即可一键安装，无需额外配置。
Skylv Agent Performance Profiler 是免费的吗？
是的，Skylv Agent Performance Profiler 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Skylv Agent Performance Profiler 支持哪些平台？
Skylv Agent Performance Profiler 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Skylv Agent Performance Profiler？
由 SKY-lv（@sky-lv）开发并维护，当前版本 v1.0.2。
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