Analyze skill usage from session outcomes and update SKILL.md files.
npx skills add https://github.com/TobiasBak/dotfiles --skill reflect-tobiasbak
Please help me install this Agent Skill. Skill: reflect Source: https://github.com/TobiasBak/dotfiles/tree/main/agent-files/skills/reflect Command: npx skills add https://github.com/TobiasBak/dotfiles --skill reflect-tobiasbak
Analyze and improve skills based on session outcomes, enabling you to identify which skills were used and how effective they were so you can refine behavior in future interactions.
Review the current session, identify the skills used, and propose one concrete improvement to a skill.
High-intent search queries and answers about installing and using this skill.
To analyze session outcomes and improve skills, you can run a post-session review that evaluates which skills were used, how well they performed, and where to refine them for future interactions.
Skill analysis works by reading skill definitions from the ~/.claude/skills/*/SKILL.md files, evaluating their usage and effectiveness during the session, and proposing concrete improvements to instructions or triggers.
Yes, you can update skill definitions while preserving the YAML frontmatter and the original markdown structure, ensuring that your formatting and metadata remain intact during the refinement process.
The best way to refine skill triggers and instructions is to conduct a post-session retrospective that compares performance across sessions and proposes one concrete improvement to a skill's flow or behavior.
No, this skill analysis requires no external dependencies to run, as it operates independently by reading local skill files and evaluating session outcomes to generate improvement proposals.
Automated session review identifies which skills were used and assesses their effectiveness objectively, whereas manual prompt tuning lacks the structured comparison of performance outcomes needed to refine behavior consistently.
cacr92Install Claude skills from GitHub repositories with integrated security scanning.
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dnswdParse coding agent session transcripts to generate skill refinement prompts.
