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Install in OpenClaw
/install openclaw-optimize
Description
Audit and optimize OpenClaw token usage, cron job efficiency, and agent performance. Use when user says "optimize openclaw", "reduce token usage", "cron audi...
Usage Guidance
This skill appears to do what it says (audit crons and token usage), but be aware it reads local OpenClaw configs and session trace files that can contain full prompts and potentially sensitive data. Before installing or running: 1) Confirm you trust the skill and the agent's environment because it will read ~/.openclaw and session files. 2) Consider running the audit on a copy of your data or a test account, or ask the skill to only operate on exported/redacted data. 3) Inspect your session traces for secrets; remove or rotate any secrets embedded in prompts. 4) Note the skill's metadata did not declare required config paths — require the author to declare those paths or explain why they were omitted. 5) Require explicit approval before any change is applied (the SKILL.md promises this), and ask for a dry-run report first. If you want, I can produce a short checklist you can run manually (safe, read-only commands) that returns the same high-level info without giving the agent direct access to session files.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-optimize
Version: 1.0.0
The 'openclaw-optimize' skill is a legitimate administrative tool designed to audit and reduce token consumption and improve performance within the OpenClaw ecosystem. It performs standard diagnostic tasks such as reading local configuration files (~/.openclaw/openclaw.json), analyzing session logs, and managing cron jobs via the OpenClaw CLI. The skill follows a 'human-in-the-loop' design, explicitly instructing the agent to present findings and obtain user approval before applying any changes (e.g., 'openclaw cron edit'). There are no indicators of data exfiltration, unauthorized remote execution, or obfuscation.
Capability Assessment
Purpose & Capability
Name/description align with the runtime instructions: the skill audits crons, token usage, and traces via the OpenClaw CLI and local config files. However, the metadata declared no required config paths while SKILL.md explicitly reads ~/.openclaw/* (configs and session traces). The ability requested is coherent for the stated purpose but the metadata omission reduces transparency.
Instruction Scope
Instructions tell the agent to read OpenClaw configs, enabled plugin manifests, list cron jobs, fetch run histories, and cat session trace files (~/.openclaw/agents/.../*.jsonl). These traces include full message content (system/user/tool prompts), which can contain sensitive data. The steps are relevant to auditing but grant access to potentially private secrets and full chat content; the skill does not limit or redact that data in its instructions.
Install Mechanism
This is an instruction-only skill with no install spec and no code files, so nothing will be written to disk by an installer. Risk from installation is low.
Credentials
The skill requests access to local OpenClaw configuration and session trace files but the registry metadata lists no required config paths or credentials. While local file access is appropriate for this audit, the missing declaration is an inconsistency that reduces transparency about what will be accessed. There are no environment variables requested, which is proportionate.
Persistence & Privilege
The skill is not marked always:true and has no install behavior. It does not request persistent platform privileges. The agent can invoke it (normal platform default), and the SKILL.md states changes are applied only after explicit user approval.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-optimize - After installation, invoke the skill by name or use
/openclaw-optimize - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
openclaw-optimize 1.0.0 — Initial Release
- Provides a step-by-step toolkit to audit and optimize OpenClaw cron jobs and agent runs, focusing on token usage and efficiency.
- Guides users to gather environment and cron configuration data, with interactive questions after each phase.
- Presents clear tables of job schedules, model usage, token consumption, and cost breakdowns before proposing any changes.
- Includes methods to trace and analyze session details, helping pinpoint sources of token waste in prompts, plugins, and tool outputs.
- All suggestions and actions require explicit user approval, ensuring changes fit specific workflows.
Metadata
Frequently Asked Questions
What is OpenClaw Optimize?
Audit and optimize OpenClaw token usage, cron job efficiency, and agent performance. Use when user says "optimize openclaw", "reduce token usage", "cron audi... It is an AI Agent Skill for Claude Code / OpenClaw, with 128 downloads so far.
How do I install OpenClaw Optimize?
Run "/install openclaw-optimize" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is OpenClaw Optimize free?
Yes, OpenClaw Optimize is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does OpenClaw Optimize support?
OpenClaw Optimize is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created OpenClaw Optimize?
It is built and maintained by mrmps (@mrmps); the current version is v1.0.0.
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