Agent Workflows · For researchers

Generate and rank research ideas given a broad direction. An agent skill from AI4Scientist/nano-scientist.

AI4Scientist/nano-scientist

Report the compatibility redirect to ap-worker; this retired role cannot perform new work.

Spielewoy/autoprompt-skill

Parallel multi-AI cross-validation research workflow (大版本). An agent skill from majiayu000/spellbook.

majiayu000/spellbook

Draft a new Claude Code subagent at .claude/agents/<name.md, using the official subagents format.

CorridorTech/PoseCap

A skill your agent uses when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with StatsPAI — the…

brycewang-stanford/Auto-Empirical-Research-Skills

VS-Enhanced Journal Matcher with Journal Intelligence MCP — Real-time journal data pipeline with checkpoint-based human decisions.

brycewang-stanford/Auto-Empirical-Research-Skills

Structured conversational interview to formalise a research idea or extension into a concrete specification with hypotheses and empirical strategy.

brycewang-stanford/Auto-Empirical-Research-Skills

Strategic research companion — brainstorm, evaluate, and decide on research directions.

brycewang-stanford/Auto-Empirical-Research-Skills

Generate structured research questions, hypotheses, and empirical strategies from a topic or dataset within the sewage/environmental economics space.

brycewang-stanford/Auto-Empirical-Research-Skills

Interactive setup wizard that configures a new project for the social-science-research plugin.

brycewang-stanford/Auto-Empirical-Research-Skills

Search Google, Bing, Google News and Google Scholar, and read public pages, through the Serply MCP server.

davepoon/buildwithclaude

Interactive brainstorming to develop a meta-analysis topic. An agent skill from htlin222/meta-pipe.

htlin222/meta-pipe

Model Context Protocol (MCP) server for bioinformatics web services like GEO, STRING, and UCSC Cell Browser.

FreedomIntelligence/OpenClaw-Medical-Skills

Track manuscript resubmission deadlines and automatically generate phase-appropriate task breakdowns for academic researchers based on remaining time.

aipoch/medical-research-skills

Evaluate the reproducibility of technical articles. An agent skill from mizchi/skills.

mizchi/skills

Use Jacobian's MCP operations for nontrivial mathematical computation, finite search, structural analysis, formal checking, probability, or optimization.

morluto/jacobian

Initialize or update the Second Brain vault — creates folder structure, declares interests, configures Craft import scope, and generates CLAUDE.md.

PieroSierra/SecondBrain

Experiment design expert using pretotyping and lean validation for both new product concepts and existing product features.

borghei/Claude-Skills

Orchestrate agent team for meta-analysis pipeline. An agent skill from htlin222/meta-pipe.

htlin222/meta-pipe

McpError constructor, JsonRpcErrorCode reference, and error handling patterns for @cyanheads/mcp-ts-core.

cyanheads/pubmed-mcp-server

Hierarchical retrieval: KB → MCP/Context7 → web. An agent skill from softspark/ai-toolkit.

softspark/ai-toolkit

Multi-agent paper review loop simulating top-venue peer review.

appleweiping/WEIPING_WIKI

Claude-native deep research using DAG-based query planning, parallel subagent execution, and gap-driven iteration.

rohitg00/awesome-claude-code-toolkit

Query Materials Project database for crystal structures, computed properties, elastic/magnetic data, and structurally similar materials using the MP API.

learningmatter-mit/AtomisticSkills

Manage Apple Reminders on macOS using remindctl (list, add, edit, complete, delete, and list management).

DrugClaw/DrugClaw

Automatic quality auditor and continuous improvement engine for the scholar-skill suite.

joshzyj/open-scholar-skill

Load when inferring pseudotime / lineage trajectories on a preprocessed spatial AnnData via DPT (default — diffusion pseudotime), CellRank (terminal-state + fate-probability), or Palantir (waypoint…

TianGzlab/OmicsClaw

API reference for all utilities exported from @cyanheads/mcp-ts-core/utils.

cyanheads/pubmed-mcp-server

Cloudflare Workers deployment using createWorkerHandler from @cyanheads/mcp-ts-core/worker.

cyanheads/pubmed-mcp-server

Provider-neutral deep-research orchestration for brainstorming, technology choices, comparisons, and state-of-the-art surveys.

tamdogood/builder-essential-skills

A skill your agent uses when starting a new research project, exploring a research idea, deciding whether a question is viable, or before touching code or data for a new paper.

brycewang-stanford/Auto-Empirical-Research-Skills

Discovery phase combining research interviews, literature search, data discovery, and ideation.

brycewang-stanford/Auto-Empirical-Research-Skills

Interactive interview to formalize a research idea into a structured specification with hypotheses and empirical strategy.

brycewang-stanford/Auto-Empirical-Research-Skills

Multi-step KEGG bioinformatics workflows — pathway enrichment from gene lists, drug-target investigation, cross-species metabolic comparison, and compound-reaction network exploration.

davepoon/buildwithclaude

A skill your agent uses when targeting International Conference on Automated Planning and Scheduling (ICAPS) or deciding whether a computer-science manuscript fits this venue.

franklee16/academic-research-skills

A skill your agent uses when targeting International Conference on Computer Aided Verification (CAV) or deciding whether a computer-science manuscript fits this venue.

franklee16/academic-research-skills

Design and implement memory architectures for agent systems.

aiskillstore/marketplace

Patsnap Scientific & Translational Evidence MCP for AI agents.

patsnap/mcp

Document technical projects in Obsidian vault. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Performance patterns discovered for ADE's cold launch and "main screen" surfaces — welcome / project picker, recent projects list, project open flow, remote runtime connect, iOS pairing.

arul28/ADE

Run the /build slash command: rebuild the graphify knowledge graph for the project (graphify-out/graph.html, GRAPHREPORT.md, graph.json) by shelling out to issue-flow build (or graphify directly).

jepegit/cellpy

Multi-agent system for chemical literature information extraction

wentorai/research-plugins

Automate gene expression analysis with the GenoMAS multi-agent system

wentorai/research-plugins

Simulate human research communities with multi-agent AI collaboration

wentorai/research-plugins

Multi-agent peer review simulation for finance/economics manuscripts.

franklee16/academic-research-skills

Reference for core and server configuration in @cyanheads/mcp-ts-core.

cyanheads/pubmed-mcp-server

Canonical reference for the unified Context object passed to every tool and resource handler in @cyanheads/mcp-ts-core.

cyanheads/pubmed-mcp-server

Disciplined idea refinement for research projects. An agent skill from appleweiping/WEIPING_WIKI.

appleweiping/WEIPING_WIKI