Validate AI-generated code and content against human-centric quality checklists.
npx skills add https://github.com/0r0loo/my-claude-code-toolkit --skill curation
Please help me install this Agent Skill. Skill: curation Source: https://github.com/0r0loo/my-claude-code-toolkit/tree/main/.claude/skills/Curation Command: npx skills add https://github.com/0r0loo/my-claude-code-toolkit --skill curation
This Skill addresses the gap between an AI's 80% accurate output and the desired 100% quality, by providing a human-centric checklist for reviewing AI-generated code and content.
Review the AI-generated code using the curation skill checklist to ensure it aligns with project standards and natural coding practices.
High-intent search queries and answers about installing and using this skill.
Review AI-generated code using a human-centric checklist to validate naturalness, practicality, and consistency. This refines AI output by checking adherence to criteria for comments, variable naming, error handling, abstraction levels, and import validation.
Fixing AI code quirks requires a refinement checklist to identify and correct excessive comments, over-abstraction, or hardcoded values. This process bridges the gap between AI capabilities and human quality expectations for code and content.
You need a checklist for AI output refinement when bridging the gap between an AI's 80% accurate output and the desired 100% quality. It validates AI-generated code and content for practical edge-case handling before merging.
Yes, the code review checklist validates import statements and error handling. It requires adherence to specific criteria for comments, variable naming, abstraction levels, and import validation to ensure natural and practical code.
Yes, you can use this curation checklist for content refinement as well as code review. It provides a human-centric validation process applicable to both code and content to ensure naturalness and consistency.
AI-generated code fails to match existing project standards due to gaps in naturalness, practicality, and consistency. A human-centric review checklist enforces specific criteria for variable naming and abstraction to achieve 100% quality.
eliottbusinessIdentifies and removes AI-specific patterns from text to make it more natural.
louisfghbvcMerge PRs, wait for CI, deploy, and validate production health via canary checks.
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