Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

evomath-tao

Use this skill whenever the user submits a non-trivial mathematical claim that needs a rigorous proof or audit. Trigger on IMO/Putnam/USAMO/Olympiad-style problems, ML/AI theoretical statements, research conjectures, suspected-false claims, multi-step proofs the user already failed on, proof drafts with possible hidden assumptions, or any request containing 'prove rigorously', 'verify this', 'is this true', 'find the gap', 'audit my proof', 'find a counterexample', or 'use EvoMath' that targets a mathematical claim. Activate also when the problem requires more than three reasoning steps. Do NOT use for single-step calculations, definition lookups, textbook exercises with a known recipe, code analysis tasks, literature survey questions, pure symbolic manipulation, or non-mathematical applications of those trigger phrases (e.g., 'is it true that GPT-4 can solve math?', 'verify this LaTeX syntax'); hand those back instead.

411 repo starsObserved in 3 repos
Research
GitHub

news-collection

Collect, filter, and freshness-qualify news items.

411 repo starsObserved in 1 repos
Research
GitHub

paper-graph

Use this skill to map the **genealogical lineage and historical progression** of a research field. It is designed to visualize the **evolutionary path of ideas**, showing how technical challenges in earlier works were addressed by subsequent research improvements. The final deliverable is a Markdown file with embedded Mermaid diagrams the user can paste into a viewer or commit to their repo. Trigger this when the user needs to understand the **developmental trajectory of a topic**, the 'family tree' of a model, or how a research line matured over multiple years. Do NOT trigger for queries seeking **inventories of specific artifacts**, such as lists of common datasets, benchmarks, or libraries. Avoid this for finding a single 'latest' paper, performing simple keyword search, or conducting head-to-head technical comparisons between specific models. This skill is meant for synthesizing a **chronological narrative of improvement** across multiple works, not for cataloging currently available resources or one-off paper retrieval.

411 repo starsObserved in 1 repos
Research
GitHub

paper-navigator

Find and read academic papers (S2 + arXiv). Disambiguate ambiguous queries, search by keyword + citation graph + recommendations + snippets, judge by author-graded rubric, and read with L1/L2/L3 strategy. Trigger phrases: find papers, search papers, related work, citation analysis, recent advances, read this paper, baseline with code. Do NOT use for: survey reports (research-survey), idea generation (research-ideation), Related Work sections (paper-writing).

411 repo starsObserved in 1 repos
Research
GitHub

ark-research

Research technical solutions by searching the web, examining GitHub repos, and gathering evidence. Use when exploring implementation options or evaluating technologies.

409 repo starsObserved in 4 repos
Research
GitHub

ketch

Research skill for ketch — a fast stateless CLI for web search, OSS code search, curated library docs, page scraping, and site crawling; an optional MCP server exists for operators who want it, but the CLI is the primary interface. Use when a question needs live sources: 'research X', 'what are people saying about Y', 'find docs or real-world examples for Z', 'scrape/crawl this site' — or when installing or configuring ketch backends. Routes search vs code vs docs vs scrape vs crawl, keeps every fetch inside a token budget, turns error prefixes into control flow, and produces cited syntheses. Not for local codebase search, private repos, or pages behind auth.

405 repo starsObserved in 1 repos
Research
GitHub

baiyueguang-learning

Transform knowledge points into an investigable information network using the Baiyueguang Learning Method.

403 repo starsObserved in 1 repos
Research
GitHub

canghe-tianyancha

Generates Tianyancha-style company and industry insight dashboards from researched enterprise data. Use when user asks for 天眼查, company lookup, enterprise analysis, hiring analysis, legal risk, financing, shareholders, intellectual property, investments, or industry company comparison.

403 repo starsObserved in 1 repos
Research
GitHub

prisma-next

Route a vague Prisma Next prompt to the right specific skill. Use for "help me with Prisma Next", "what is Prisma Next", "explain Prisma Next", "I'm new to PN", "where do I start", "what can I do with Prisma Next", "what can I do next with Prisma", "just ran createprisma", "tour of Prisma Next", "Prisma Next overview", and comparison questions like "Prisma Next vs Prisma 7", "PN vs Drizzle", "PN vs Kysely", "PN vs TypeORM". Do NOT use when the prompt clearly matches a workflow skill — adoption / quickstart / first-touch orientation / brownfield introspection, schema / contract editing, migration authoring (db update / migration plan / migrate), migration review on deploy / concurrent migrations, queries / db.orm / db.sql / TypedSQL, Supabase / RLS / role binding, runtime / db.ts / middleware wiring, build / Vite plugin / Next.js plugin, debug / structured error envelopes / PN-* error codes, or feedback / bug report / feature request — load that sibling skill directly.

403 repo starsObserved in 1 repos
Research
GitHub

gaokao-assistant

Use when the user asks about 高考 (Chinese college entrance exam) data — score lines, one-score-one-rank tables, university info, or admission guidance. Invoke when user mentions "高考", "分数线", "一分一段", "志愿填报", "大学排名", "985", "211", or asks about college admission in China.

402 repo starsObserved in 1 repos
Research
GitHub