ClaudSkills / Science & Research / science-misc

Vera AI Methodology Pipeline

Quality score: 80/100  ·  Category: Science & Research  ·  Sub-category: science-misc
type:review
End-to-end AI/ML methodology research pipeline. From research direction to publication-ready manuscript with novel architectures, training strategies, or evaluation methods. Includes idea discovery, implementation (model code, ablation studies, benchmark experiments), external review via Codex MCP, and paper writing (LaTeX + PDF). Use when user says "methodology pipeline", "develop new method", "research pipeline", "full pipeline", "run everything", or wants the complete autonomous AI/ML methodology research workflow. Designed for overnight autonomous execution.

What this skill does

Vera AI Methodology Pipeline is a well-rated Claude Code skill (quality score 80/100) in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/vera-ai-methodology-pipeline/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when user says "methodology pipeline", "develop new method", "research pipeline", "full pipeline", "run everything", or wants the complete autonomous AI/ML methodology research workflow. Designed for overnight autonomous execution.

Who uses this skill

The Vera AI Methodology Pipeline skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/vera-ai-methodology-pipeline
curl -L https://claudskills.com/skills/vera-ai-methodology-pipeline/SKILL.md \
  -o ~/.claude/skills/vera-ai-methodology-pipeline/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/vera-ai-methodology-pipeline/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/vera-ai-methodology-pipeline/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\vera-ai-methodology-pipeline\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt