TTAWDTT/elegant-researcher-skill
Instructions file CodexOpenCode
Instructions for TTAWDTT/elegant-researcher-skill, covering agents.md, what this repository is, repository structure, bundled skills and modes.
TTAWDTT/elegant-researcher-skill
Instructions file
Instructions for TTAWDTT/elegant-researcher-skill, covering claude.md, what this repository is, repository structure, bundled skills and modes.
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Orchestrate a complete AI/ML research project from a user's idea to a finished research artifact by coordinating bundled research skills: autoresearch, research-lookup, brainstorming-research-ideas, scientific-critical-thinking, scholar-evaluation, ml-training-recipes, academic-plotting, scientific-visualization…
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships to generate architecture diagrams via Gemini. Given experiment results or data, auto-selects chart type and generates data-driven figures via matplotlib/seaborn.…
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports…
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
AI image generation using Google Gemini (Gemini) and OpenAI GPT-Image. Generate, edit, iterate, and create assets.
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. For systems venues (OSDI, NSDI, ASPLOS, SOSP), use systems-paper-writing instead.
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Battle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery, spatial omics, genomics. Covers training loops, optimizer selection (AdamW, Muon), LR scheduling, mixed precision, debugging, and systematic experimentation. Use when training or fine-tuning…
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Look up current research information using saved source searches. Prefer direct parallel-cli search commands for fast web search when available; use researchlookup.py for API-routed Parallel Chat deep research or Perplexity academic searches. Use for finding papers, gathering research data, and verifying scientific…
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For formal peer review…
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways…
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick…
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting…
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Comprehensive guide for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides paragraph-level structural blueprints, writing patterns, venue-specific checklists, reviewer guidelines, LaTeX templates, and conference deadlines. Use this skill for all systems conference paper writing.
TTAWDTT/elegant-researcher-skill
Skill Claude CodeCodex
Defines the checkpoint protocol for the elegant-researcher-skill pipeline. Use at major research transition points to summarize artifacts, show options, apply mode-specific defaults, and continue without blocking routine decisions.