44 tagged icm, measured the same way as everything else here.
Browse within: cumcm 29mathematical-modeling 28agent-architecture 8claude-plugin 8interpretable-context-methodology 8spec-driven-development 8agent-context 5ai-tooling 5folder-structure 5
handsomeZR-netizen/mathmodel-skill
Skill Claude CodeCodex
CUMCM 国赛、MCM/ICM 美赛与电工杯数学建模竞赛的端到端协作工作流。Use when a user explicitly works on one of these modeling contests or asks to run/review a modeling-competition paper from problem selection through modeling, solving, robustness, writing, compliance, and final submission review. Provides 10 stages, persistent decision state…
Skill Claude CodeCodex
Use when solving CUMCM, MCM, ICM, or other mathematical modeling tasks that need contest problem intake, model selection, Python solving, figures, paper writing, quality audit, and packaged deliverables.
Skill Claude CodeCodex
Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. F.3) — Citation F1 (P0/P1 partition + Precision/Recall/F1), Literature Review Quality (6-axis 0-100 with anti-inflation rules), SxS Overall Paper Quality (side-by-side), and SxS Literature Review Quality (side-by-side). TRIGGER when the…
Skill Claude CodeCodex
A tool workflow for converting PDFs, images, and web pages into Markdown text, with support for Chinese documents, tables, formulas, and OCR (reading text from images).
mcmespinaa/folder-structure-protocol
Skill Claude CodeCodex
Evaluates any project's folder architecture against the ICM five-layer context hierarchy. Scores Layer 0 (Map/CLAUDE.md), Layer 1 (Rooms/CONTEXT.md), Layer 2 (Stage Contracts), Layer 3 (Reference Material), Layer 4 (Working Artifacts), plus Tools assessment. Checks 14 anti-patterns (8 base + 6 ICM), measures 5…
mcmespinaa/folder-structure-protocol
Skill Claude CodeCodex
Creates a new ICM pipeline from a domain description. Generates numbered stage folders with CONTEXT.md contracts (Inputs/Process/Outputs), reference and output directories, and a root CONTEXT.md. Use when: setting up a new staged workflow, creating a production pipeline, scaffolding an ICM workspace.
mcmespinaa/folder-structure-protocol
Skill Claude CodeCodex
Executes a single ICM pipeline stage by reading its CONTEXT.md contract, loading scoped inputs (Layer 3 reference vs Layer 4 working), following the Process section, writing declared outputs, and pausing for human review. Use when: running a pipeline stage, executing a stage, processing the next stage.
Skill Claude CodeCodex
Aggregate breadcrumbs, escalations, and audit logs from the last 14–30 days to surface recurring correction patterns that should be fixed at the source level (brief template, config/, WORKER-RULES.md) rather than re-fixed each session. Use during weekly maintenance Phase 2, after a redo dispatch, or when the operator…
Skill Claude CodeCodex
Cross-check a worker's shipped output against the dispatching brief's Inputs/Outputs/Verify sections. Catches the class of defect where a file exists but its content is wrong (e.g., caption MD existed but wasn't embedded in the dashboard). Use after a worker breadcrumb lands, before declaring a session shipped, or…
Skill Claude CodeCodex
Scaffold the ICM tree into the current repository - AGENTS.md, CONTEXT.md, CHANGELOG.md, ICM/, specs/, plans/ and .gitignore.
Skill Claude CodeCodex
How to open|work|close plans/ .md files - the motion side of the state/motion split.
Skill Claude CodeCodex
How to author and change files under specs/ - the state side of the state/motion split.