Research / 研究

A股智能投顾哨兵 - AI驱动的市场分析、追问与趋势研判。Use when the user asks about A-share market analysis, Chinese stock/ETF trading signals, portfolio review, or market trends.

Comprehensive MCP server for web research with 14 tools: SearXNG + Exa AI search, URL crawling, stealth scraping (Cloudflare bypass), package registry lookup (npm/PyPI/crates), GitHub stats, changelog fetching, tech comparison, error translation, API docs discovery, stock image search, and service …

Use this skill as a human-guided research agent for Master and PhD students in technical fields such as computer science, AI, mathematics, and engineering. It supports literature review, source grounding, novelty gates, math formalization, experiment planning, reviewer simulation, and claim verific…

Build a research-backed X writing system around a user draft. Use this skill when the user wants rewrite advice grounded in Matt Gray guidelines, their own top posts, topic winners, and trends. Then produce 5 LLM-authored post versions.

Task completion validator. Cross-references task file research findings, implementation checklist, and acceptance criteria against the actual git diff and test suite. Catches planned work that was never executed. Mandatory before archiving any task.

Use when the user wants a reusable local workflow to search scholarly APIs for any topic keywords, build a candidate table, download accessible PDFs or HTML/XML full texts, run a second-pass HTML-to-PDF attempt, and deduplicate the downloaded files. Best for keyword-driven research-article harvesti…

Maintain docs/research-report.md, the living technical report of taOSmd findings. Use when recording experiment results, adding negative results, pre-registering experiments, or revising the report. Enforces methodology discipline; never lets a number in without provenance.

Proofread a LaTeX document for grammar, typos, notation consistency, and academic writing quality. Produces a report without editing files.

Search rare historical texts with OCR, translations & DOI citations.

Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.

The skill leverages statistical software and follows best practices established in the data-science community.

Comprehensive research capabilities using Exa AI MCP tools.

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

The skill leverages microscopy and follows best practices established in the biology community.

Search the Mycroft and Spotlight markdown vaults with QMD before using broader web search.

Use ringbinder to find documents, list documents, answer with citations, and propose file renames.

How to work in a Knowledge Base project (the `knowledge-base` starter pack). Read when the project has the three-layer source-grounded layout — `external-sources/` → `research/` → `articles/` — wired to the `workflow` MCP tool's ingest / research / consolidate kinds. Carries the pack's workflow, pe…

Interactive API key configuration guide — checks current .env state and walks you through Semantic Scholar, DeepXiv, and Review LLM setup

Conduct market research on competition and customers. Use when the user says "create a market research report about [business idea]".

Use this skill when preparing a repository for collaborators, release, JOSS, Zenodo, or publication.

1. Install: bash pip install -r requirements.txt

Anti-hallucination research mode. Toggle on to enforce citation requirements, source grounding, and "I don't know" behavior. Toggle off for creative work.

Use for decision-grade startup hypothesis validation: kill/refine ideas, identify ICP, jobs, demand, money signals, wedges, and GTM paths via the bundled Russian research prompt.

Scientific research and analysis skills

Conduct technical research on technologies and architecture. Use when the user says they would like to do or produce a technical research report

Agent Interviews is an AI-powered research platform designed to conduct qualitative interviews an...

Neuroscience research workflows: neuroanatomy, neural circuits, neurotransmitter biology, neurological/psychiatric disease genetics, neural-protein function. Uses Allen Brain Atlas, WormBase (C. elegans connectome), UniProt for neural proteins, PubMed for primary literature. Use for brain-region bi…

Universal adapter for DataDive Amazon analytics. Pulls keyword data, rank tracking, competitor intelligence, and niche research into a standardized schema any agent can consume.

Use when conducting deep market research for a product — competitors, market sizing (TAM/SAM/SOM), customer personas, technology radar, and a sourced MarketResearch brief. Triggers on "market research", "competitive analysis", "research this product idea", or the start of the product-development wo…

How to work in a Knowledge Base project (the `knowledge-base` starter pack). Read when the project has the three-layer source-grounded layout — `external-sources/` → `research/` → `articles/` — wired to the `workflow` MCP tool's ingest / research / consolidate kinds. Carries the pack's workflow, pe…