← Back to Skills Marketplace
106
Downloads
0
Stars
0
Active Installs
3
Versions
Install in OpenClaw
/install skylv-agent-performance-profiler
Description
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.
Usage Guidance
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).
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skylv-agent-performance-profiler - After installation, invoke the skill by name or use
/skylv-agent-performance-profiler - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Skylv Agent Performance Profiler?
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. It is an AI Agent Skill for Claude Code / OpenClaw, with 106 downloads so far.
How do I install Skylv Agent Performance Profiler?
Run "/install skylv-agent-performance-profiler" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skylv Agent Performance Profiler free?
Yes, Skylv Agent Performance Profiler is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skylv Agent Performance Profiler support?
Skylv Agent Performance Profiler is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Skylv Agent Performance Profiler?
It is built and maintained by SKY-lv (@sky-lv); the current version is v1.0.2.
More Skills