Automate self-refinement of output artifacts by identifying gaps and proposing evidence-based fixes.
npx skills add https://github.com/krzemienski/shannon --skill reflect-krzemienski
Please help me install this Agent Skill. Skill: reflect Source: https://github.com/krzemienski/shannon/tree/main/skills/reflect Command: npx skills add https://github.com/krzemienski/shannon --skill reflect-krzemienski
This Skill automates the process of self-refinement and improvement on prior outputs, ensuring that gaps and issues are addressed with evidence-based discipline.
/shannon:reflect
High-intent search queries and answers about installing and using this skill.
Automate self-refinement by applying dominant-gap discipline to identify and address critical issues in development artifacts. Use this Skill after completing a phase to ensure output meets quality standards.
Evidence-based gap analysis works by identifying dominant gaps in prior outputs and proposing fixes that require transcript-proof evidence. This promotes recurrence prevention of frequent issues in iterative development.
Yes, you need Python for scripting and YAML for configuration to run this automated improvement workflow. These dependencies support the evidence-based discipline and gap analysis processes.
The best way to identify critical gaps is applying dominant-gap discipline to automatically evaluate output artifacts. This evidence-based approach ensures the most critical issues are addressed first.
Apply evidence-based self-refinement after completing a phase or iteration in your development workflow. This ensures output meets desired quality standards and no critical issues are overlooked.
Yes, this automated gap analysis is designed for iterative development workflows where quality and correctness are critical. It identifies issues and proposes evidence-based fixes.
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