Pattern Miner

Automatically detects repeated code and command patterns in Python/Shell, generating reusable Jinja2 templates and shell automation scripts via CLI.

This package appears inconsistent: the top-level description promises template generation and shell automation, SKILL.md promises CSV/JSONL and ML-powered analysis, but the only code simply loads a JSON file and prints basic information. That suggests the skill is incomplete, mislabeled, or a placeholder rather than intentionally malicious. Before installing or using it: 1) Ask the author to clarify the intended functionality and why SKILL.md lists dependencies and config that the code doesn't use. 2) Review any future code changes to ensure promised features are actually implemented. 3) Run the script on non-sensitive sample files in an isolated environment to verify behavior and monitor network activity. 4) Avoid trusting the privacy claim until you verify no network calls are made (e.g., inspect code or run in a sandbox). If you need the advertised capabilities (pattern mining, template generation), prefer a skill/tool whose code and documentation align.

Type: OpenClaw Skill Name: pattern-miner Version: 2.0.1 The skill is a basic JSON structure viewer that aligns with its stated purpose of local data analysis. While the documentation in SKILL.md overstates the complexity of the analysis (claiming features like clustering and anomaly detection not present in the code), the actual implementation in scripts/analyze.py is safe, lacks network access, and only processes files explicitly provided by the user. No malicious indicators or suspicious behaviors were identified.