ClaudSkills / Science & Research / science-misc

Intelligent Do

Quality score: 70/100 · Category: Science & Research · Sub-category: science-misc

Context-aware task execution with Serena MCP backend. First time: Explores project, saves to Serena, runs spec if complex, executes waves. Returning: Loads from Serena (<1s), detects changes, executes with cached context. Intelligently decides when to research, when to spec, when to prime. One catch-all intelligent execution command. Use when: User wants task executed in any project (new or existing).

What this skill does

Intelligent Do is a production-ready Claude Code skill (quality score 70/100) in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/intelligent-do/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when: User wants task executed in any project (new or existing).

Who uses this skill

The Intelligent Do 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/intelligent-do
curl -L https://claudskills.com/skills/intelligent-do/SKILL.md \
  -o ~/.claude/skills/intelligent-do/SKILL.md

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

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