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在 OpenClaw 中安装
/install skylv-capability-growth
功能描述
Tracks and grows agent capabilities over time
安全使用建议
This skill appears to do what it says: local log analysis and report generation. Before installing or running it:
- Review the full growth_engine.js source (the provided file listing was truncated). Specifically check for any network requests, child_process.exec/spawn usage, or code that writes or uploads data.
- Run it against a safe copy of your logs (or a sanitized subset), not your entire home directory, because it will recursively read .md/.txt/.log files and may surface sensitive content in reports.
- If you must run it on real memory/workspace data, run it in a restricted environment (container or VM) with no network access so any unexpected exfiltration would be prevented.
- Look for handling of secrets in your logs: the script filters a few token patterns but may not catch all API keys—sanitize or redact before analysis.
If you can provide the remaining portion of growth_engine.js or confirm there are no outgoing network calls, I can raise the confidence and potentially change the verdict to benign.
功能分析
Type: OpenClaw Skill
Name: skylv-capability-growth
Version: 1.0.1
The skill is a utility designed to analyze local session logs (markdown, text, or JSON) to generate performance metrics and growth reports. The code in growth_engine.js performs local file system reads and regex-based parsing without any network activity, shell execution, or persistence mechanisms. Notably, the script includes a security-conscious filter in the extractWins function to prevent the accidental inclusion of secrets like GitHub tokens (ghp_) or URLs in the generated reports.
能力评估
Purpose & Capability
Name and description match the actual behavior: the SKILL.md and growth_engine.js describe parsing local session logs and producing capability-growth reports. No unrelated credentials, binaries, or install steps are requested.
Instruction Scope
Runtime instructions are scoped to running node growth_engine.js against a logs directory. The code reads and scores files, extracts wins/failures, and generates reports. However, the engine recursively traverses the provided directory and will parse any .md/.txt/.log files there, so if the user points it at a directory containing secrets or unrelated system files it will read them. Also the growth_engine.js content in the listing is truncated, so I cannot confirm there are no additional behaviors later in the file (e.g., network calls, child_process exec, telemetry).
Install Mechanism
No install spec; it's an instruction-only skill with an included Node.js script. Nothing is downloaded or written by an installer step.
Credentials
The skill requests no environment variables, credentials, or config paths. The code filters some token-like strings from reported wins (e.g., ghp_), which is a sign it expects tokens may appear in logs, but it does not declare any secret access.
Persistence & Privilege
always is false and the skill is user-invocable. It can be invoked autonomously (platform default), but it does not request permanent system presence or modify other skills. Autonomous invocation combined with file-reading capability increases blast radius if misused—note this is platform-default behavior.
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-capability-growth - 安装完成后,直接呼叫该 Skill 的名称或使用
/skylv-capability-growth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
v1.0.1
- Added a frontmatter block with description, keywords, name, and triggers for improved metadata.
- Added an explicit "Install" section with example installation command.
- No changes to core features or logic; documentation enhancement only.
v1.0.0
Initial release – enables capability growth tracking for AI agents via session log analysis.
- Analyzes `.md`, text, and JSON logs to measure success rate, token efficiency, speed, and skill evolution over time.
- Provides growth reports, metric trends, and period comparisons via CLI (`growth_engine.js`).
- Auto-detects log formats and uses a weighted scoring algorithm to track progress.
- Outputs detailed capability growth reports in markdown or JSON, highlighting areas of improvement and top achievements.
- Supports integration with OpenClaw for easy skill progress queries.
元数据
常见问题
Skylv Capability Growth 是什么?
Tracks and grows agent capabilities over time. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 82 次。
如何安装 Skylv Capability Growth?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install skylv-capability-growth」即可一键安装,无需额外配置。
Skylv Capability Growth 是免费的吗?
是的,Skylv Capability Growth 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Skylv Capability Growth 支持哪些平台?
Skylv Capability Growth 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 Capability Growth?
由 SKY-lv(@sky-lv)开发并维护,当前版本 v1.0.1。
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