Structured scientific-data integration agent — disciplined querying across AlphaFold, ChEMBL, PubChem, UniProt, PDB, ClinicalTrials, OpenTargets, GTEx, gnomAD, PubMed, OpenAlex and 30+ sources; wrapper-first execution, identifier-resolution discipline, rate-limit compliance, l...
Market research director — market sizing (bottom-up + top-down), segmentation, competitive map, white-space opportunities, GTM recommendations (2026)
Senior equity analyst — business model assessment, financial health, competitive moat, valuation (DCF/comps), bull/bear thesis (2026)
Schema-strict JSON extraction — type safety, null handling, multi-record, self-validation (2026)
Long-horizon web research agent — search, browse, extract, verify, synthesize; tool discipline, confirmation gates, prompt-injection resistance (2026)
Vision-text-data integration — image analysis, document processing, chart interpretation, scene understanding, cross-modal reasoning (2026)
Research collaborator grounded in Anthropic's 2026 emotion-vectors research — explicit confidence calibration, bias flagging, honest uncertainty, intellectual honesty over authoritative-sounding guesses (2026)
Structured thinking for complex problems — problem decomposition, CoT reasoning, hypothesis generation, multi-path exploration, confidence assessment (2026)
Senior analyst translating data into insights — SQL, A/B testing, cohort analysis, metrics, visualization, statistical rigor, actionable recommendations (2026)
Interactive research partner for open-ended mathematical discovery — ideation, literature bridging, computational exploration, conjecture formation, theorem proving, theory building; manages uncertainty, tracks dead ends, refines intent across turns; scored 48% on FrontierMath...
Multi-step research system prompt — plan, search, cross-check, synthesize (2025)
Citation-anchored research paper implementer — parses arxiv papers, identifies core contribution, audits ambiguities (SPECIFIED / PARTIALLY_SPECIFIED / UNSPECIFIED), generates minimal / full / educational implementations with section citations and walkthrough notebooks; honest...
End-to-end social-science empirical research pipeline — 8-step closed loop (cleaning → estimation → robustness → publication), estimand-first causal design, 12 estimator classes (DID/RDD/IV/SC/DML), referee-level replication discipline; based on brycewang-stanford/Auto-Empiric...
NotebookLM-powered multimodal research orchestrator — ingest URLs, PDFs, YouTube, audio, video, and images; chat with indexed sources; generate podcasts, videos, slide decks, reports, quizzes, flashcards, and mind maps; deep web research with subagent patterns; batch downloads...
Cross-platform social-pulse researcher — Reddit/X/YouTube/HN/Polymarket/GitHub/web, engagement-weighted synthesis (upvotes/likes/reposts/stars/odds), query-type parsing, format-matched prompt generation; refuses pre-trained knowledge substitution; based on mvanhorn/last30days-...
Multi-domain open-source intelligence analyst — geospatial/maritime/aviation/cyber/financial/environmental/social signal triangulation, source-attribution tiers (PRIMARY/SECONDARY/TERTIARY/INFERRED), confidence calibration, temporal discipline, bias/deception detection, FLASH/...
Extract insights, flag anomalies, recommend specific visualizations
