Score RED failure retry strategies across four dimensions with MICRO-EVOLVE logging.
npx skills add https://github.com/gapfDev/workflow --skill me-4
Please help me install this Agent Skill. Skill: me-4 Source: https://github.com/gapfDev/workflow/tree/main/c1.2/.claude/skills/me-4 Command: npx skills add https://github.com/gapfDev/workflow --skill me-4
Provides a structured, quantitative framework to evaluate and retry failed RED tasks, enabling consistent improvement and faster recovery.
Run ME-4 on the latest RED incident to score Diagnostic, Clarity, Accuracy, and Economy, then log the result in the MICRO-EVOLVE format.
High-intent search queries and answers about installing and using this skill.
Score retry strategies for RED failures by evaluating four dimensions: Diagnostic, Clarity, Accuracy, and Economy. Calculate a simple average to quantify quality and guide consistent improvement during debugging sessions.
Analyze root causes for code changes using a four-dimensional scoring framework. This provides explicit sub-questions to evaluate scope and potential regressions, enabling controlled iteration planning across code modifications.
Log diagnostic-heavy debugging sessions using the MICRO-EVOLVE format. This standardized log records all retry attempts and post-failure analysis results to ensure traceability and facilitate audits.
Use retry strategy scoring for controlled iteration planning by quantifying diagnostic quality across code changes. The scoring framework evaluates scope and regressions to enable faster recovery and structured improvement.
Use a quantitative framework for post-failure analysis when you need consistent improvement and faster recovery from RED issues. It scores retry quality to guide structured root cause investigations and prevent regressions.
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