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career_fact_extractor

Status: Shipped.

What it does​

Reads your resume and pulls out a confidence-scored library of career facts — the raw material other AI actions ground themselves in.

Why it exists​

Later AI actions (tailoring, screening, quantifying) are more reliable when they work from verified facts instead of re-reading loose prose every time. This is the "run this first" step: docs/marketing/resume-builder/02-ai-tools.md frames it as the first of nine resume-editor AI actions.

How to use it​

Web UI: the resume editor's "Extract Facts" action. MCP: extract-career-facts (scope ai:generate).

What it reads​

The full resume graph via resumeToText, including projects and repositories — this is one of the few skills that sees your complete Career Library.

What it will not do​

It does not modify your resume. It only produces a fact library with confidence scores (0–1) for you or a later AI action to use.

Source​

apps/api/src/ai/skill-tools.ts:144 · apps/api/src/routes/ai.ts:768 (POST /ai/extract-facts) · packages/mcp-tool-server/src/core/tools/ai-standalone.ts:30-38 (extract-career-facts)