generating-skills-from-logs

To generate agent skills from CLI history and session logs, you need to extract recurring workflow patterns from your logs and auto-generate a SKILL.md file. The tool analyzes scope-limited data to output prioritized skill candidates with example prompts.

Pattern extraction from session logs is used to identify repetitive tasks and discover automation opportunities in your workflow. By analyzing your command history, it helps auto-generate ready-to-use agent skills to streamline future project work.

You can find repetitive tasks in your project history by analyzing scope-limited session logs for recurring WHAT, HOW, and FLOW patterns. The tool filters analysis by the current project by default to identify and prioritize actionable workflow candidates.

Generating skills from command history does not compromise data privacy because the tool enforces strict privacy safeguards. When optional CLI history mode is enabled, commands are masked and prompts are sanitized to avoid exposing sensitive data.

Yes, you can include CLI command history when analyzing session logs for skill candidates by opting into the optional CLI history mode. This provides richer signals for pattern extraction while maintaining privacy safeguards through command masking and prompt sanitization.

The best way to turn workflow patterns into a SKILL.md file is to analyze your session logs, extract recurring task patterns, and auto-generate the content. The tool outputs a prioritized list of skill candidates complete with example prompts and a creation plan.