Axect/magi-researchers Skills

# Research Workflow — Full Pipeline ## Description Runs the complete research pipeline: Brainstorming → Planning → Implementation → Testing & Visualization → Reporting. Orchestrates all phases with user checkpoints between each. ## Usage ``` /research "research topic" [--domain physics|ai_ml|stati

# Research Brainstorm Skill ## Description Generates and cross-validates research ideas using Gemini and Codex in parallel, then synthesizes results with Claude. ## Usage ``` /research-brainstorm "research topic" [--domain physics|ai_ml|statistics|mathematics|paper] [--weights '{"novelty":0.4,"fea

# Research Explain Skill ## Description Generates high-quality explanations of concepts using Gemini and Codex in parallel (Phase 1: MAGI strategy exploration), then synthesizes a single-voice explanation with Claude (Phase 2: convergent generation). ## Usage ``` /research-explain "concept" [--dom

# Research Implement Skill ## Description Implements research code based on an existing research plan. Requires a `research_plan.md` to be present in the active research output directory. ## Usage ``` /research-implement [path/to/research_plan.md] ``` ## Arguments - `$ARGUMENTS` — Optional path t

# Research Report Skill ## Description Generates a structured markdown research report from all previous phase outputs. Actively integrates existing plots, generates missing visualizations, and cross-verifies claim-evidence integrity. Requires at least some prior phase results to exist. ## Usage `

# Research Test & Visualization Skill ## Description Creates tests for research code and generates publication-quality visualizations. Requires implemented code in `src/` of an active research output directory. ## Usage ``` /research-test [path/to/output/dir] ``` ## Arguments - `$ARGUMENTS` — Opt