Standardize analysis of research units with evidence-bound prepare-fill-verify workflows.
npx skills add https://github.com/caozx1110/ResearchLab --skill unit-analyst
Please help me install this Agent Skill. Skill: unit-analyst Source: https://github.com/caozx1110/ResearchLab/tree/main/skills/unit-analyst Command: npx skills add https://github.com/caozx1110/ResearchLab --skill unit-analyst
This Skill solves the problem of inconsistent and unverified analysis of research materials by providing a standardized, evidence-first workflow for papers, repositories, datasets, and blogs.
Use the unit-analyst skill to prepare a deep-read analysis for the paper unit identified by the provided ID.
High-intent search queries and answers about installing and using this skill.
To verify research analysis claims, an evidence-bound workflow enforces a strict prepare-fill-verify cycle that requires every AI-generated claim to be backed by a verbatim quote and source locator, preventing unverified content from entering the knowledge base.
Standardizing analysis across diverse research units is achieved through kind-specific routing, which automatically directs papers, repositories, datasets, and blogs to specialized implementations for structured, consistent evidence extraction.
An agent-led filling workflow ensures research integrity by coordinating structured content generation within a managed runtime environment, validating all generated analysis claims against source parse-caches before final verification.
Yes, a managed runtime environment is required to execute the implementation scripts and validate analysis claims against source parse-caches during the verification gate phase of the research workflow.
Unverified or hollow content appears when the verification gate is bypassed, meaning the strict prepare-fill-verify cycle was not completed to validate claims against the source parse-caches.
Yes, evidence-bound analysis supports different content types like blogs through kind-specific routing, which automatically matches each research unit to a specialized implementation for accurate standardized processing.
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