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sky-lv

Skylv Capability Growth

by SKY-lv · GitHub ↗ · v1.0.1 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install skylv-capability-growth
Description
Tracks and grows agent capabilities over time
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install skylv-capability-growth
  3. After installation, invoke the skill by name or use /skylv-capability-growth
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Slug skylv-capability-growth
Version 1.0.1
License MIT-0
All-time Installs 1
Active Installs 0
Total Versions 2
Frequently Asked Questions

What is Skylv Capability Growth?

Tracks and grows agent capabilities over time. It is an AI Agent Skill for Claude Code / OpenClaw, with 82 downloads so far.

How do I install Skylv Capability Growth?

Run "/install skylv-capability-growth" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Skylv Capability Growth free?

Yes, Skylv Capability Growth is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Skylv Capability Growth support?

Skylv Capability Growth is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Skylv Capability Growth?

It is built and maintained by SKY-lv (@sky-lv); the current version is v1.0.1.

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