ClaudSkills / Science & Research / math-stats

Adaptive Workflows

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: math-stats
Self-learning workflow system that tracks what works best for your use cases. Records experiment results, suggests optimizations, creates custom templates, and builds a personal knowledge base. Use to learn from experience and optimize your LLM workflows over time.

What this skill does

Adaptive Workflows is a production-ready Claude Code skill (quality score 70/100) in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/adaptive-workflows/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Adaptive Workflows 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/adaptive-workflows
curl -L https://claudskills.com/skills/adaptive-workflows/SKILL.md \
  -o ~/.claude/skills/adaptive-workflows/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/adaptive-workflows/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/adaptive-workflows/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\adaptive-workflows\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