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Install in OpenClaw
/install openclaw-investigate
Description
Systematic debug and root cause investigation framework (investigate-analyze-hypothesize-verify) that only fixes root causes. Suitable for bug debugging, abn...
Usage Guidance
This skill appears coherent and low-risk as an instruction-only debugging framework. Before using it, be aware that it will ask you (or will produce) pasted code snippets, git history, stack traces, and test outputs — these can contain secrets (API keys, credentials, tokens, private data). If you plan to let the agent run in a repository: (1) ensure you trust the environment and do not send secrets; (2) consider providing a minimal repro or redacted logs instead of full files; (3) verify developer tools (git, grep, test runner) are available if you expect full functionality; (4) because it can output repository content, review outputs before sharing externally. No install or credentials are required, so installation risk is low.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-investigate
Version: 1.0.1
The skill bundle 'openclaw-investigate' provides a structured, multi-phase framework for systematic debugging and root cause analysis. It instructs the AI agent to follow professional practices such as gathering context via 'git log', verifying hypotheses before implementation, and writing regression tests. No malicious code, data exfiltration attempts, or harmful prompt injection instructions were identified; the logic is entirely consistent with its stated purpose of improving software quality.
Capability Assessment
Purpose & Capability
The name/description (root‑cause investigation) align with the SKILL.md steps (collect symptoms, read code, git log, reproduce, add logs, run tests, write regression tests). However the skill implicitly assumes availability of developer tools (git, grep, test runner) even though required binaries are not declared — this is reasonable for a debugging skill but worth noting.
Instruction Scope
Instructions remain within the debugging domain (read code, inspect git history, run tests, add temporary logs, produce a structured debug report). They instruct the agent to paste command/test output and repository excerpts back to the user — expected for debugging but may surface secrets or sensitive config if present. The SKILL.md does not include guidance to redact secrets or avoid printing credentials.
Install Mechanism
No install spec and no code files — lowest-risk deployment model. Nothing is written to disk or downloaded by the skill itself.
Credentials
The skill requests no environment variables, credentials, or config paths. That is proportionate to a debugging/investigation assistant.
Persistence & Privilege
always is false and the skill does not request elevated or persistent privileges or modify other skills or system configuration. Autonomous invocation is allowed (platform default) but not combined with other concerning factors.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-investigate - After installation, invoke the skill by name or use
/openclaw-investigate - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Updated description: English first, multilingual support
v1.0.0
Renamed from clawlite-investigate to openclaw-investigate
Metadata
Frequently Asked Questions
What is Openclaw Investigate?
Systematic debug and root cause investigation framework (investigate-analyze-hypothesize-verify) that only fixes root causes. Suitable for bug debugging, abn... It is an AI Agent Skill for Claude Code / OpenClaw, with 272 downloads so far.
How do I install Openclaw Investigate?
Run "/install openclaw-investigate" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Openclaw Investigate free?
Yes, Openclaw Investigate is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Openclaw Investigate support?
Openclaw Investigate is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Openclaw Investigate?
It is built and maintained by X-RayLuan (@x-rayluan); the current version is v1.0.1.
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