product-intent-signal-extractionlisted

Extract product intent signals from raw inputs (meeting transcripts, Slack threads, voice notes, brain dumps) into a structured signal map with per-source quality assessment. Designed to run as a subagent so extraction doesn't blow up the orchestrator's context. This skill should be used when pm-spec or any product management skill needs to process raw signals before shaping — never invoked directly by users.
matthull/my-skills · ★ 0 · AI & Automation · score 72

Install: claude install-skill matthull/my-skills

# Product Signal Extractor — Base Extract structured product intent signals from raw, messy inputs. This skill runs as a **subagent** — invoked by an orchestrating skill (e.g., `/pm-spec`), not directly by users. The orchestrator handles shaping into product requirements; this skill handles extraction with disciplined prompt rigor. Why a dedicated skill rather than ad-hoc extraction: extraction quality directly determines the accuracy of every downstream artifact (PRD sections, breadboards, scope definitions). An undisciplined extraction prompt produces wrong signals — a breadboard built from misattributed quotes produces wrong product decisions. This skill exists to make extraction correct, repeatable, and quality-assessed. --- ## What Is a Product Intent Signal? A product intent signal is any raw artifact that expresses what someone wants, thinks, or believes about a problem or solution. The key word is *expresses* — signals are not requirements. They are the unrefined material from which requirements are shaped. **Signals are expected to be:** - **Partial** — no single signal captures the full picture; that's normal, not a gap to apologize for - **Contradictory** — different signals from different people, times, or contexts will conflict; this is data, not a problem - **Incomplete** — signals often describe the what without the why; that's what the shaping conversation is for - **Informal** — a voice note rambling for 3 minutes, a Slack thread that goes off-topic, a