aidd-context
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claude
aidd-refine
Meta-cognition: refine input through brainstorming, refine output through challenge, blind-spot scanning, and fact-checking.
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Plugin aidd-refine from marketplace aidd-framework in ai-driven-dev/framework. Commands read from the repo's manifest — 17 days ago.
What it installs
Skills (5)
01-brainstormClarify a vague idea through questions. Use when the user has a half-formed idea, ambiguous request, or asks to brainstorm, discover, refine, or clarify. Not for artifact gap scans, planning, or code.
02-challengeRethink just-completed work against an agreed plan, classifying findings as deal-breaker, suggestion, or correct, with a confidence score. Use to challenge or critically review recent work. Not for line-by-line style review or writing code.
03-shadow-areasScan a markdown artifact (idea, stories, PRD, spec) for blind spots into a shadow report grouped by category and severity. Use to find gaps or what is missing in a written artifact. Not for interactive Q&A or code review.
04-fact-checkVerify factual claims in a text against authoritative sources and rewrite it with footnote citations, hedging the unconfirmed. Use to fact-check, verify a claim, or cite sources on request. Not for judging code or clarifying requirements.
05-improveReads complete conversation evidence, measures visible cost, and recommends minimal improvements. Use when the user wants to improve a conversation, reduce wasted time or tokens, or choose files to revise. Not for delivery review or automatic edits.
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