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Intent Analyzer

Category: General  ·  Sub-category: general-misc  ·  Last updated:
Advanced intent interpretation system that analyzes user requests using cognitive science principles and extrapolates logical volition. Use when user requests are ambiguous, when deeper understanding would improve response quality, or when helping users clarify what they truly need. Applies probabilistic intent mapping, first principles decomposition, and Socratic clarification to transform vague requests into well-understood goals.

From the source SKILL.md

An advanced system for deeply understanding user intent by going beyond surface-level requests to discover underlying goals, unstated constraints, and true needs.

What this skill does

Intent Analyzer is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/intent-analyzer/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when user requests are ambiguous, when deeper understanding would improve response quality, or when helping users clarify what they truly need. Applies probabilistic intent mapping, first principles decomposition, and Socratic clarification to transform vague requests into well-understood goals.

Who uses this skill

The Intent Analyzer Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/intent-analyzer
curl -L https://claudskills.com/skills/intent-analyzer/SKILL.md \
  -o ~/.claude/skills/intent-analyzer/SKILL.md

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

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

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). Intent Analyzer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/intent-analyzer/
BibTeX
@misc{intent-analyzer-2026,
  author    = {ClaudSkills},
  title     = {Intent Analyzer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/intent-analyzer/}
}

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

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