Pattern Analyst

Analyze interactions to identify patterns in what Enzo shares, why he shares it, and how it connects to his goals. Use during heartbeats for periodic analysis, when Enzo asks about his patterns/interests, or when significant new content is shared that reveals a pattern.

This skill does what it says — it tracks and surfaces patterns — but it also writes to and updates your workspace files (notes/patterns.md and USER.md), including an automatic 'auto-confirm' flow that will change your USER.md after seeing a pattern 3 times. Before installing: (1) ensure you have backups of USER.md and any notes files; (2) consider requiring explicit user confirmation before any changes to USER.md (update the SKILL.md or wrapper to remove auto-confirm); (3) limit or review autonomous heartbeats (disable or require manual invocation) so the agent doesn't modify your profile without your review; (4) confirm where notes/patterns.md will be stored and who/what has access to that path. These mitigations reduce risk; if you expect the skill to auto-update your profile, accept that behavior only after reviewing and testing it in a safe workspace.

Type: OpenClaw Skill Name: pattern-analyst Version: 1.0.0 The skill bundle is designed to analyze user interactions and log patterns for self-improvement. It instructs the AI agent to read `USER.md` and write to `notes/patterns.md` and `USER.md` to track and update user goals and observed patterns. All described actions are directly aligned with the stated purpose and do not involve any data exfiltration, malicious execution, persistence mechanisms, or prompt injection attempts to subvert the agent's core function or access unrelated sensitive data. The file operations are confined to internal, purpose-specific files.