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intent-match

See how candidates actually use AI agents, not just what they say — a pair of Claude Code / Codex skills that turns AI agent usage traces into interpretable work habit profiles and matches them with job roles. Zero dependencies, zero API keys, dual-end privacy isolation.

What is intent-match?

This skill, named `intent-match`, provides a dual-agent framework for evaluating how candidates interact with AI agents like Claude Code or Codex, rather than relying solely on self-reported claims. By analyzing actual AI usage traces, it constructs interpretable work habit profiles that highlight patterns such as coding style, problem-solving approach, and tool usage discipline. These profiles are then matched against job role requirements to assess fit in a data-driven way. The system operates with zero external dependencies, no API keys, and ensures privacy through dual-end isolation, making it suitable for secure hiring processes. It is designed for AI agent platforms like Claude Code and Codex, enabling developers and hiring managers to gain objective insights into a candidate's practical skills with AI-assisted development.

Works with✓Claude Code✓Codex CLI~Cursor
npx skills add biily786063474-boop/intent-match

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What does intent-match do?

See how candidates actually use AI agents, not just what they say — a pair of Claude Code / Codex skills that turns AI agent usage traces into interpretable work habit profiles and matches them with job roles. Zero dependencies, zero API keys, dual-end privacy isolation.

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