Evaluate and iteratively refine AI-generated plans across five quality dimensions.
npx skills add https://github.com/53able/docs-site --skill self-refine
Please help me install this Agent Skill. Skill: self-refine Source: https://github.com/53able/docs-site/tree/main/.cursor/skills/self-refine Command: npx skills add https://github.com/53able/docs-site --skill self-refine
This Skill ensures the quality and effectiveness of AI-generated plans by having the AI critically evaluate and refine its own proposals before execution.
self-refine to check if the code meets the user's requirements, if it has unintended side effects, and if it's the simplest possible solution.Ask the AI to refine the current plan based on the multi-aspect evaluation criteria.
High-intent search queries and answers about installing and using this skill.
AI plan refinement is automated by evaluating proposals across five dimensions: purpose alignment, impact scope, premise validity, executability, and cognitive load, then iteratively revising the plan based on feedback until quality standards are met.
Self-correction in AI-generated plans is an iterative process where the AI critically evaluates its own proposals before execution. You need it to ensure plan quality, verify requirements, check for unintended side effects, and simplify complex solutions.
To evaluate AI plan quality, assess executability and cognitive load alongside purpose alignment, impact scope, and premise validity. The plan is automatically refined through a feedback loop until these criteria are satisfied or a stopping point is reached.
Iterative plan improvement works for complex code generation by checking if the proposed code meets user requirements, evaluating unintended side effects, and ensuring it is the simplest possible solution before execution begins.
Automated AI self-refinement cycles operate until quality is assured or a defined stopping point is met. While they evaluate multiple aspects like premise validity and executability, the process depends entirely on the AI's ability to critically assess its own output.
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