← ClaudeAtlas

evidence-sourcinglisted

Use when sourcing, finding, or building a list of candidates for a role — especially when you need real profile URLs and proof-of-work (GitHub repos, papers, models, answers, launches, writing), not just names. Triggers on "source candidates", "find engineers/researchers/founders for X", "who's built Y", "build a pipeline", "find people who".
tberghane/calibratr-plugins · ★ 0 · Code & Development · score 72
Install: claude install-skill tberghane/calibratr-plugins
# Evidence-First Candidate Sourcing ## Overview Source candidates across many platforms at once, and return **evidence, not assertions**. Every candidate ships with verbatim profile URLs and concrete proof-of-work artifacts (each with its own URL and a quantified signal). A name with no links and no work samples is not a sourced candidate. Core principle: **show the work**. Recruiters trust a repo, a paper, or a launch they can click far more than a one-line claim. ## When to Use - "Source 20 backend engineers who've built distributed systems" - "Find ML researchers working on RAG / retrieval" - "Who has shipped developer tools / launched on Product Hunt in dev infra?" - Building a pipeline for a role, or expanding a thin pipeline with new sources **Not for:** scoring/ranking against a rubric (use `proof-of-work-scoring`), deep single-candidate verification (use `candidate-dossier`), or turning a JD into search criteria (use `role-dna` first). ## The Iron Rule: Verbatim URLs Only **NEVER construct, infer, or guess a profile URL — especially LinkedIn.** - Only include a URL if a tool returned it **verbatim** in its raw result. - A name-based slug like `linkedin.com/in/jane-smith` is a guess. Guesses resolve to the wrong person or a 404 and destroy recruiter trust. A missing link is honest; a wrong link is not. - If no verified URL exists for a field, leave it out and write **"URL not verified"** in output. - This applies to you AND to every tool result you summarize