Iteratively refines a research analysis through multi-specialist critique and quality gates until it reaches publication-ready quality. Use this skill when the user says: "iterate the analysis", "refine until publication-ready", "run through quality gates", "bring this to publication quality", or asks for a defensible, multi-round refinement of existing outputs. The skill orchestrates the Lab Director + specialist agents through a six-phase loop (readiness assessment, planning, implementation, parallel critique, arbitration, and self-update) until the project's concrete goal spec is met, escalating to the user only on structural decisions. Wraps analysis-pipeline as a sub-workflow for code-heavy rounds; adds cross-domain critique, render-and-read visualization review, and self-improvement feedback into the framework itself.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryScience & researchStars0
About this skill
Iteratively refines a research analysis through multi-specialist critique and quality gates until it reaches publication-ready quality. Use this skill when the user says: "iterate the analysis", "refine until publication-ready", "run through quality gates", "bring this to publication quality", or asks for a defensible, multi-round refinement of existing outputs. The skill orchestrates the Lab Director + specialist agents through a six-phase loop (readiness assessment, planning, implementation, parallel critique, arbitration, and self-update) until the project's concrete goal spec is met, escalating to the user only on structural decisions. Wraps analysis-pipeline as a sub-workflow for code-heavy rounds; adds cross-domain critique, render-and-read visualization review, and self-improvement feedback into the framework itself.
Quick start
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Iteratively refines a research analysis through multi-specialist critique and quality gates until it reaches publication-ready quality. Use this skill when the user says: "iterate the analysis", "refine until publication-ready", "run through quality gates", "bring this to publication quality", or asks for a defensible, multi-round refinement of existing outputs. The skill orchestrates the Lab Director + specialist agents through a six-phase loop (readiness assessment, planning, implementation, parallel critique, arbitration, and self-update) until the project's concrete goal spec is met, escalating to the user only on structural decisions. Wraps `analysis-pipeline` as a sub-workflow for code-heavy rounds; adds cross-domain critique, render-and-read visualization review, and self-improvement feedback into the framework itself.
About this listing
Category
Science & research
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI