Intent Clarifier

Intent Clarifier is an AI Engineering skill for Claude Code, published by withkynam in vibecode-pro-max-kit.

1.1K stars227 forkson withkynam/vibecode-pro-max-kitAdded 2026/08/20+1% in starsRepository updated 2026/06/21

agenticai-agentsai-coding-assistantai-developmentai-workflowanthropicclaudeclaude-codecli-toolscode-qualitycodexcoding-agentscursordeveloper-toolsllmopenaiprompt-engineeringtypescriptvibe-codingvibecoding

Install in seconds

Install Intent Clarifier

Copy Intent Clarifier into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/withkynam/vibecode-pro-max-kit/tree/main/.claude/skills/vc-intent-clarify ~/.claude/skills/vc-intent-clarify

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/withkynam/vibecode-pro-max-kit.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: .claude/skills/vc-intent-clarify/SKILL.md in withkynam/vibecode-pro-max-kit
Installs to: ~/.claude/skills/vc-intent-clarify
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Intent Clarifier does

Intent Clarifier scores request ambiguity and routes it into the right phase. It generates structured, option-rich questions when a request needs clarification before delegation.

Intent Clarifier is cataloged under AI Engineering on DirSkills. Intent Clarifier comes from a repository tagged agentic, ai-agents, ai-coding-assistant, ai-development and ai-workflow.

Documentation

README

Excerpt

vc-intent-clarify

Output style: lead each question with the recommended option; plain language, no filler — process/development-protocols/communication-standards.md.

Two-mode intent clarification: SIMPLE (direct, 3-5 reads) and DEEP (research subagent first, then questions).

Scores a user request's ambiguity and — when Tier 2 triggers — produces a structured, multi-dimension clarification suite with option-rich questions rather than open-ended prompts. Uses vc-scenario, vc-predict, and vc-sequential-thinking style reasoning to generate questions, not just to answer them.

This is the highest-leverage skill in the system. Poor intent clarification wastes entire phase programs. Invest in the question generation step.

When To Invoke

This is the opening of the README. Read the full README on GitHub.

Commands Intent Clarifier provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/goal
/goal-style

Frequently asked about Intent Clarifier

What else does withkynam publish alongside Intent Clarifier?
Intent Clarifier is one of 25 skills that DirSkills catalogs from withkynam/vibecode-pro-max-kit, the repository it ships in. Its siblings there include Agent Browser, Agent Strategy Compare and Audit Context. Each one is a separate skill with its own page in this directory, installs the same way Intent Clarifier does, and is maintained by withkynam in that same repository. The rest of the collection is listed on the withkynam/vibecode-pro-max-kit page.
How does Intent Clarifier compare to other AI Engineering skills?
Intent Clarifier ranks #1294 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Intent Clarifier against them. Open each page to compare what they document and how they install.