Generates and evaluates research idea candidates with evidence-based criteria.
npx skills add https://github.com/caozx1110/ResearchLab --skill idea-workbench
Please help me install this Agent Skill. Skill: idea-workbench Source: https://github.com/caozx1110/ResearchLab/tree/main/skills/idea-workbench Command: npx skills add https://github.com/caozx1110/ResearchLab --skill idea-workbench
This Skill solves the challenge of turning raw research directions into rigorous, evidence-backed idea units by providing a structured environment for analysis, peer-review, and collaborative discussion.
Use the idea-workbench skill to generate four research candidates for the topic of adaptive retrieval policies.
High-intent search queries and answers about installing and using this skill.
To validate research idea feasibility, this Skill links novelty and recommendation claims directly to verbatim evidence in your local knowledge base, ensuring all assertions are grounded in verifiable artifacts. It enforces a two-stage prepare-verify contract to maintain strict data integrity.
Yes, you can generate and compare multiple research candidates. The Skill supports two-stage authoring to create a pool of ideas, compare them against evidence, and explicitly select the best research direction for your project.
Peer-review sparring works by facilitating structured discussion with an AI reviewer to challenge assumptions, probe logic, and identify counter-examples. This ensures your research idea units are rigorously tested before finalizing the analysis.
The best way to manage research idea units is through a structured lifecycle of evidence-based generation, analysis, and peer-review. This Skill operates on local knowledge base units to ensure provenance and data integrity for research decision-making.
Yes, a local knowledge base is required. The Skill operates directly on local knowledge base units to ensure all claims are grounded in immutable source material and verifiable artifacts, maintaining strict data provenance for your research.
Evidence-first research ideation ensures all claims are validated against immutable source material, preventing ungrounded assumptions. Unlike standard brainstorming, it implements a prepare-verify contract to maintain strict data integrity and provenance for research decision-making.
JetXu-LLMRetrieve canonical knowledge base answers with provenance tracing and evidence rendering.
FerroxLabsStructures brainstorming sessions into approved documents with explicit exits.
ozbyIndex and query local markdown wiki pages under .omx/wiki.
arsityGenerate novel CS/AI research directions using structured cognitive science frameworks.
