Convert research idea units into structured method designs and experiment matrices.
npx skills add https://github.com/caozx1110/ResearchLab --skill method-designer
Please help me install this Agent Skill. Skill: method-designer Source: https://github.com/caozx1110/ResearchLab/tree/main/skills/method-designer Command: npx skills add https://github.com/caozx1110/ResearchLab --skill method-designer
This skill addresses the gap between conceptual research ideas and actionable implementation plans by enforcing a rigorous, multi-stage design process that prevents premature execution.
Use the method-designer skill to prepare a new method design for the selected idea in the current program.
High-intent search queries and answers about installing and using this skill.
Converting research ideas into structured experiment designs involves transforming abstract idea units into concrete method notes, interface contracts, and experiment matrices using a multi-stage prepare, verify, and confirm workflow.
The best way to prevent premature execution in research methodology design is enforcing a rigorous verification gate that validates all methodological claims with evidence and requires explicit user confirmation before advancing to implementation.
Resource-aware planning scales experiment matrices by automatically adjusting the design scope based on declared GPU and compute capacity within a program-scoped research workspace to align repository selection with available resources.
Yes, you need to declare GPU and compute capacity before designing an experiment matrix because the method designer automatically scales the experiment matrices based on these declared compute resources and user-defined constraints.
Yes, this methodology design tool supports repository selection alignment by operating within a program-scoped research workspace to align repository selection with available compute resources and user-defined constraints.
Method design requires explicit user confirmation before implementation to act as a verification gate ensuring all methodological claims are backed by evidence, thereby maintaining research integrity and preventing premature execution.
MACJONSWOrchestrate literature survey, idea creation, novelty checking, and critical review into a ranked IDEA_REPORT.md.
Mang30Generate a claim-driven experiment roadmap with run order and compute estimates.
caw111Generate a claim-driven experiment roadmap with evidence and run orders.
goupup-aiConvert vague research directions into publication-ready method proposals and experiment roadmaps.
