General skillResearch and knowledge
precision-context
Reduce hallucination, vagueness, context loss, and shallow file or image reading in Claude.
Reduce hallucination, vagueness, context loss, and shallow file or image reading in Claude.
precision-context places Claude in a constrained mode that anchors answers to established project context, flags uncertainty, avoids vague filler, and uses a checklist for deep file and image reading. When clarification is needed, it limits the exchange to one focused question. The repository includes six test cases and requires a Claude Pro or Team plan, making it suited to technical, research, and other complex tasks.
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Capabilities
Generate study-design-aware clinical Table 1 outputs in HTML, Word, and LaTeX.
Retrieve cited Quran and Sahih hadith texts through a RAG-backed Claude skill.
Public GitHub facts last synced Jul 10, 2026.
Define product problems through six research lenses before proposing solutions.
Review ML and AI papers with evidence-based critiques and verified references.