Integrate model refinement and solve planning into executable research pipelines.
npx skills add https://github.com/Best6668/AMIS --skill model-refine-pipeline
Please help me install this Agent Skill. Skill: model-refine-pipeline Source: https://github.com/Best6668/AMIS/tree/main/skills/model-refine-pipeline Command: npx skills add https://github.com/Best6668/AMIS --skill model-refine-pipeline
Enables end-to-end orchestration of the model refinement and solve-planning process to turn rough modeling ideas into a concrete, paper-ready plan.
Ask the skill to fuse your current modeling idea with a concrete solve plan to produce a complete, end-to-end pipeline.
High-intent search queries and answers about installing and using this skill.
To turn a rough modeling idea into an executable research pipeline, you need an end-to-end workflow that chains model refinement with solve planning. This process enforces staged triage and gate checks to stabilize your method before producing a concrete, paper-ready plan.
End-to-end model refinement and solve planning requires a comprehensive set of deliverables to track progress and finalize outputs. You should generate a FINAL_PROPOSAL, REVIEW_SUMMARY, REFINEMENT_REPORT, SOLVE_PLAN, SOLVE_TRACKER, and PIPELINE_SUMMARY to ensure a cohesive thesis and executable plan.
Yes, you can reuse an existing refined proposal within a solve planning workflow. The pipeline supports phase-guided triage and gate checks that validate and stabilize your method, allowing the integration of valid prior proposals before moving forward to generate a final execution plan.
The model refinement pipeline supports modular use for academic paper writing by allowing integration with sibling skills. You can utilize model-refine and solve-plan independently for modular application or combine them into an all-in-one pipeline to produce a complete thesis and detailed execution plan.
You need phase-guided triage and gate checks in a research pipeline when you must stabilize your modeling method before committing to experiments. This staged workflow ensures your initial idea is thoroughly refined and validated, preventing flawed concepts from advancing into the final paper writing and execution phases.
CarbeneAIBreaks down complex problems into actionable steps through guided questioning and iterative solution development, ensuring clarity and feasibility in the final outcome.
stephendorDetects and revises AI-generated academic text to preserve scholarly tone.
satsuki-64Chain research refinement and experiment planning into a single pipeline.
SunS1eep1ngConduct deep research, write academic papers, and simulate peer review.
