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jcools1977

Pattern Mine

by John DeVere Cooley · GitHub ↗ · v1.0.0
darwinlinuxwin32 ⚠ suspicious
287
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Install in OpenClaw
/install pattern-mine
Description
Discovers recurring patterns buried in your codebase — similar logic written three different ways, duplicated validation in five controllers, the same error...
Usage Guidance
Before installing, get and review the full SKILL.md (the runtime instructions). Specifically: 1) Confirm it limits scanning to the repository or paths you choose and does not read unrelated system files (e.g., home, /etc, secret files). 2) Confirm it does not send code or findings to external endpoints or request credentials. 3) Look for any steps that execute your code, run tests, or run arbitrary shell commands — if present, run the skill in an isolated environment first. 4) Prefer running the analysis locally yourself (give it a path) or in a sandboxed agent with read-only access to the project. If you can paste the full SKILL.md here, I can re-evaluate and raise the confidence level.
Capability Analysis
Type: OpenClaw Skill Name: pattern-mine Version: 1.0.0 The OpenClaw skill 'pattern-mine' is described as a code analysis tool designed to identify recurring patterns, duplications, and inconsistencies within a codebase. The provided `_meta.json` contains standard skill metadata. The `SKILL.md` documentation clearly outlines the skill's purpose, methodology, and expected output. Crucially, the documentation explicitly states 'Zero external dependencies. Zero API calls. Pure structural and semantic analysis.' There are no instructions within the markdown that attempt prompt injection against the agent, nor any indications of malicious intent such as data exfiltration, unauthorized execution, or persistence mechanisms. The described file access (parsing source files) is legitimate and necessary for its stated code analysis function.
Capability Assessment
Purpose & Capability
Name and description align with an agent that scans a codebase for semantically similar code and pattern divergences. The declared manifest (no binaries, no env vars, no install) is proportionate for a read-only analysis skill.
Instruction Scope
Visible SKILL.md describes local code analysis (expected). However the file is truncated and the runtime instructions (the critical security surface for instruction-only skills) are not fully shown. Verify the full SKILL.md to ensure it only reads repository files you intend to expose, does not request unrelated system paths, secrets, or explicit upload to external endpoints, and does not instruct execution of untrusted code.
Install Mechanism
No install spec and no code files — lowest-risk distribution model. Nothing would be written to disk by an installer per the registry metadata.
Credentials
The skill declares no required environment variables or credentials, which is proportionate for a static code analysis tool. Still check the hidden portion of SKILL.md to ensure it doesn't read config files (e.g., .env, .aws/credentials) or request tokens at runtime.
Persistence & Privilege
always:false and no install hooks shown. The skill does not request persistent presence or elevated platform privileges in the provided metadata.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install pattern-mine
  3. After installation, invoke the skill by name or use /pattern-mine
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Slug pattern-mine
Version 1.0.0
License
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Pattern Mine?

Discovers recurring patterns buried in your codebase — similar logic written three different ways, duplicated validation in five controllers, the same error... It is an AI Agent Skill for Claude Code / OpenClaw, with 287 downloads so far.

How do I install Pattern Mine?

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

Is Pattern Mine free?

Yes, Pattern Mine is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Pattern Mine support?

Pattern Mine is cross-platform and runs anywhere OpenClaw / Claude Code is available (darwin, linux, win32).

Who created Pattern Mine?

It is built and maintained by John DeVere Cooley (@jcools1977); the current version is v1.0.0.

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