Claude Skills by Axect

Generates and cross-validates research ideas using Gemini and Codex in parallel, then synthesizes results with Claude.

Executes the research code in `src/` to generate result artifacts in `results/`. This is Phase 3.5 of the research pipeline, sitting between Implementation (Phase 3) and Testing & Visualization (Phase 4).

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).

Implements research code based on an existing research plan. Requires a `research_plan.md` to be present in the active research output directory.

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.

Searches academic literature via OpenAlex (240M+ works) and optionally web sources. Standalone skill for quick literature discovery without the full brainstorm pipeline.

Creates tests for research code and generates publication-quality visualizations. Requires implemented code in `src/` of an active research output directory.

Orchestrates multi-agent collaborative writing from upstream research artifacts. Produces structured documents (papers, proposals) with evidence-grounded prose, MAGI cross-review, and automated quality validation.

Runs the complete research pipeline: Brainstorming → Planning → Implementation → Testing & Visualization → Reporting. Orchestrates all phases with user checkpoints between each.