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jiuge897

Self Audit

by jiuge897 · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
235
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Install in OpenClaw
/install self-audit
Description
Track, analyze, and score your tool calls to identify unnecessary usage, detect patterns, and get recommendations for efficiency improvements.
Usage Guidance
This package appears to be an instruction-only spec for a CLI tool but does not include the CLI or an install method. Before using or trusting it: 1) Ask the publisher for the actual `self-audit` binary/source and verify its provenance (repository, releases). 2) Confirm how it is supposed to collect tool-call telemetry (manual logging vs automatic hooking into the agent/runtime). 3) If you obtain the binary, review its source or run it in a sandbox to ensure it only writes local logs and does not transmit data externally. 4) Do not provide credentials or add it to automated agent workflows until you can verify the missing artifacts and confirm where audit logs are stored and whether any network endpoints are contacted.
Capability Analysis
Type: OpenClaw Skill Name: self-audit Version: 1.0.0 The skill bundle provides documentation and configuration for a 'Self-Audit' tool designed to help an AI agent track and analyze its own tool usage for efficiency. The provided files (SKILL.md, config.json, and _meta.json) describe standard observability features such as logging tool calls, identifying reflexive patterns, and generating efficiency scores. There is no evidence of malicious code, data exfiltration, or prompt injection in the analyzed content.
Capability Assessment
Purpose & Capability
The SKILL.md describes a 'self-audit' CLI (commands like `self-audit log`, `self-audit analyze`) and even lists a `self-audit` script and an `audit/` directory, but the skill bundle includes only SKILL.md and config.json (no code or binaries) and declares no required binaries. That mismatch means the skill as delivered cannot perform the functionality it advertises without additional, unspecified artifacts.
Instruction Scope
The instructions themselves are narrowly focused (logging tool calls, analyzing logs, suggesting caching). They do not ask the agent to read unrelated system files or environment variables. However, they are vague about integration: there is no explanation for how the tool intercepts or collects tool-call telemetry automatically (the examples show manual CLI invocation). This lack of integration detail reduces usefulness and raises questions about how tracking is intended to be implemented.
Install Mechanism
There is no install spec (instruction-only). That is low-risk in general, but here it's notable because config.json lists entry: 'self-audit' and runtime: 'shell' while no executable is provided. The package appears incomplete — installing nothing while promising a CLI.
Credentials
The skill does not request environment variables, credentials, or access to config paths. Nothing in the provided files asks for unrelated secrets or wide system access.
Persistence & Privilege
always is false and the skill does not request persistent or elevated platform privileges. It does mention creating an `audit/` directory on first run (expected for local logs), which is proportional to its described purpose.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install self-audit
  3. After installation, invoke the skill by name or use /self-audit
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Self-Audit 1.0.0 – Initial release - Tracks and logs every tool invocation with context. - Analyzes necessity of each tool call, flagging those that could be handled internally. - Detects patterns in usage, distinguishing reflexive from thoughtful tool calls. - Provides efficiency scoring and actionable suggestions to improve tool usage. - Includes CLI commands for logging, analysis, scoring, and recommendations.
Metadata
Slug self-audit
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Self Audit?

Track, analyze, and score your tool calls to identify unnecessary usage, detect patterns, and get recommendations for efficiency improvements. It is an AI Agent Skill for Claude Code / OpenClaw, with 235 downloads so far.

How do I install Self Audit?

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

Is Self Audit free?

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

Which platforms does Self Audit support?

Self Audit is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Self Audit?

It is built and maintained by jiuge897 (@jiuge897); the current version is v1.0.0.

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