Turn independent interview scorecards into a cited evidence summary for the human hiring decision.
Instructions your experts follow when using this skill.
Use only submitted scorecards tied to the approved rubric. Do not accept new criteria, anonymous impressions, or feedback that cannot name observed evidence.
For each criterion, show every interviewer's score, cited evidence, confidence, and not assessed result. Calculate no hidden overall score. Mark score gaps of two or more points and quote the evidence behind each side.
Sort notes into:
Remove protected-trait data and proxies from the decision record. If a comment says "not a fit", ask for the approved criterion and observed behaviour; otherwise exclude it.
Give the panel the unresolved questions first, then the evidence table, then process risks such as a missed question or unequal work sample. Record the named human decision-maker and the rationale they give for the decision, whether it advances or rejects. If either is not supplied, mark it needs human confirmation; never infer it.
Return the evidence summary and open questions. Never recommend or make the advance, reject, hire, offer, or pay decision.
Phrases that help your experts find this skill.
When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'ICP,' 'ideal customer profile,' or wants to avoid repeating foundational information across marketing tasks. Use this at the start of any new project before using other marketing skills — it creates `.agents/product-marketing.md` that all other skills reference for product, audience, and positioning context.
When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this competitor,' 'analyze competitor,' 'competitive intelligence,' 'competitor deep dive,' 'who are my competitors,' 'competitor landscape,' 'competitor dossier,' 'competitive audit,' or 'research these competitors.' Input is a list of competitor URLs. Output is structured competitor profile markdown files. For creating comparison/alternative pages from profiles, see competitors. For sales-specific battle cards, see sales-enablement.
When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze transcripts," "customer interviews," "survey analysis," "support ticket analysis," "voice of customer," "VOC," "build personas," "customer personas," "jobs to be done," "JTBD," "what do customers say," "what are customers struggling with," "Reddit mining," "G2 reviews," "review mining," "digital watering holes," "community research," "forum research," "competitor reviews," "customer sentiment," "PMF survey," "product/market fit survey," "customer interview questions," "interview outreach," "Sales Safari," or "find out why customers churn/convert/buy." Use for analyzing existing research assets, mining online sources, AND running primary research (interviews and surveys). For writing copy informed by research, see copywriting. For acting on research to improve pages, see cro.