Your agent or chatbot keeps getting document content wrong, citing passages that don't exist, or saying "I can't find it" about things plainly in the docs. This reframes it as a retrieval failure, not a prompt bug: corpus profile, chunking, embedding and vector-DB index choice, retrieval strategy (top-k, hybrid BM25 + dense, rerank, query rewrite), context assembly with citations, and a golden Q&A set scored on recall@k / MRR / faithfulness.
At McKinsey, a recommendation was only as good as the research under it. So I learned to do it right: scope the real question, pull from independent sources, triangulate what's actually true, and ground every claim in evidence. This Skill runs that discipline for you — breaking down a question, comparing sources, verifying claims, and writing a structured report with citations you can check. Decisions on evidence, not vibes.
Turn raw 30-day cross-platform chatter into actionable market truth. Deep sentiment, competitor tracking, and trend intelligence across Reddit, Hacker News, Polymarket, and TikTok.
Compares your business's live reviews and ratings against named competitors — side by side, with a chart and a downloadable snapshot report.
Paste a git diff, get a review-ready pull request: a structured PR description (summary, what/why, test notes), risk callouts (migrations, API/contract changes, config, deletions), a reviewer attention map that surfaces the riskiest hunks first, and a self-review checklist tailored to the diff. For developers opening PRs with Claude Code, Codex, or any coding agent. Uses only the pasted diff; unknowns are [FILL IN]. No API key, no repo access, no personal data.
Turns clinical trial stats into ICH E3-compliant CSR narrative drafts. Flags missing CIs and ambiguous data inline. English or Spanish. For medical writers, CROs, and regulatory teams.
Help users manage academic and professional references in a reliable, portable way. Work with pasted references, DOI or URL lists, article metadata, PDFs or document excerpts supplied by the user, and reference-library exports such as BibTeX, RIS, or CSL-JSON when available. Support citation-style formatting and consistency checks. This skill is not itself a reference-management database and does not claim direct access to a Mendeley
Create polished reports and business documents from user-supplied notes, transcripts, briefs, technical findings, and strategy material.
You write one great idea — then lose hours reformatting it for blog, email, X, YouTube, and Instagram. Content Repurposer fixes that: paste one memo, outline, or transcript and get five platform-ready outputs in one run — blog with 10 headlines, 10 X posts, newsletter with subject lines, YouTube script, and 10-slide Instagram carousel. Works with Claude Code, Codex, Cursor, and other AI agents. No API keys or integrations. Anti-hallucination rules keep every output faithful to your source.