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research · Agent Skills

Skills from curated GitHub repositories, ordered by repository stars and name. Numbers show directory position. Stars belong to repositories, categories are inferred, and unconfirmed licenses are labeled. Browse categories by their main task. Use them to narrow the field, then check inputs, outputs and original files for each candidate.

Snapshot collected:

Showing 1–35 of 35 skillsPage 1/1

account-context

360-degree view of an account - CRM data, recent email threads, docs, transcripts, and internal chat chatter, synthesized into one brief. Use when the user asks "tell me about [account]" (an existing customer; for a prospect, account-research), "account context for [name]", "what's going on with [account]", or "catch me up on [account]".

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

sales/skills/account-context/SKILL.md

account-research

Research a company using Common Room data. Triggers on 'research [company]', 'tell me about [domain]', 'pull up signals for [account]', 'what's going on with [company]', or any account-level question.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

partner-built/common-room/skills/account-research/SKILL.md

account-research

Research a target company and optionally a specific contact - company overview, recent news, likely priorities, and fit against your ICP. Cross-references existing CRM records. Use when the user asks to "research [company]", "look into [company]", "prospect research on [company]", "look up [person]", "intel on [prospect]", "who is [person] at [company]", or "tell me about [company]" when the company is a prospect rather than an existing account.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

sales/skills/account-research/SKILL.md

brief

Generate contextual briefings for legal work — daily summary, topic research, or incident response. Use when starting your day and need a scan of legal-relevant items across email, calendar, and contracts, when researching a specific legal question across internal sources, or when a developing situation (data breach, litigation threat, regulatory inquiry) needs rapid context.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

legal/skills/brief/SKILL.md

build-zoom-meeting-app

Build or embed a Zoom meeting flow. Use when implementing Meeting SDK joins, web or mobile meeting embeds, meeting lifecycle flows, or when deciding between Meeting SDK and Video SDK.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

partner-built/zoom-plugin/skills/build-zoom-meeting-app/SKILL.md

competitive-brief

Research competitors and generate a positioning and messaging comparison with content gaps, opportunities, and threats. Use when building sales battlecards, when finding positioning gaps and messaging angles competitors haven't claimed, or when a competitor makes a move and you need to assess the impact.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

marketing/skills/competitive-brief/SKILL.md

competitive-intelligence

Competitive analysis two ways - the in-deal play against a named competitor, and win/loss patterns, competitor mentions, and battlecards across the book. Use when the user asks "competitive intel", "research competitors", "how do we compare to [competitor]", "what's new with [competitor]", "battlecard for [competitor]", "how do we beat [competitor]", "what's the play against [competitor] in [deal]", "where are we losing to [competitor]", "win/loss patterns", "competitive analysis", "refresh the

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

sales/skills/competitive-intelligence/SKILL.md

contact-research

Research a specific person using Common Room data. Triggers on 'who is [name]', 'look up [email]', 'research [contact]', 'is [name] a warm lead', or any contact-level question.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

partner-built/common-room/skills/contact-research/SKILL.md

customer-research

Multi-source research on a customer question or topic with source attribution. Use when a customer asks something you need to look up, investigating whether a bug has been reported before, checking what was previously told to a specific account, or gathering background before drafting a response.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

customer-support/skills/customer-research/SKILL.md

grant-rfp-writer

Finds grant and solicitation opportunities the organization actually qualifies for, runs a hard go/no-go before anyone starts writing, drafts the application or response from past submissions and real program data, and tracks every deadline and reporting obligation that follows an award. Built for nonprofits, government contractors, and education, and it filters daily feeds like SAM.gov or DIBBS down to the handful worth bidding. Runs on Google Drive or M365 with DocuSign and Calendar deepening

anthropics/knowledge-work-pluginsRepository stars 34k
License: Apache-2.0
Sources and documents

small-business/skills/grant-rfp-writer/SKILL.md

knowledge-synthesis

Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

enterprise-search/skills/knowledge-synthesis/SKILL.md

lead-finder

Builds a ranked list of prospects worth contacting. Works out the owner's ideal customer profile from the customers they already have, finds look-alike companies and the right contact at each, enriches them with firmographics and buying signals, scores them, and delivers the list as an XLSX, with an offer to also create the records in the CRM. Runs on Apollo when connected and falls back to web research plus an uploaded customer list when it isn't. Use this whenever the owner wants new prospects

anthropics/knowledge-work-pluginsRepository stars 34k
License: Apache-2.0
Sources and documents

small-business/skills/lead-finder/SKILL.md

meeting-briefing

Prepare structured briefings for meetings with legal relevance and track resulting action items. Use when preparing for contract negotiations, board meetings, compliance reviews, or any meeting where legal context, background research, or action tracking is needed.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

legal/skills/meeting-briefing/SKILL.md

nextflow-development

Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow, FASTQ analysis, variant calling, gene expression, differential expression, GEO reanalysis, GSE/GSM/SRR accessions, or samplesheet creation.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

bio-research/skills/nextflow-development/SKILL.md

research-synthesis

Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NPS responses that need to be distilled into patterns, user segments, and prioritized next steps.

anthropics/knowledge-work-pluginsRepository stars 34k
License: Apache-2.0
Sources and documents

design/skills/research-synthesis/SKILL.md

scientific-problem-selection

This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

bio-research/skills/scientific-problem-selection/SKILL.md

scvi-tools

Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI, (2) ATAC-seq analysis with PeakVI, (3) CITE-seq multi-modal analysis with totalVI, (4) multiome RNA+ATAC analysis with MultiVI, (5) spatial transcriptomics deconvolution with DestVI, (6) label transfer and reference mapping with scANVI/scArches, (7) RNA velocity with veloVI, or (8) any deep learning-based single-cell method. Triggers inclu

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

bio-research/skills/scvi-tools/SKILL.md

search-strategy

Query decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into source-specific syntax, ranks results by relevance, and handles ambiguity and fallback strategies.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

enterprise-search/skills/search-strategy/SKILL.md

seo-audit

Run a comprehensive SEO audit — keyword research, on-page analysis, content gaps, technical checks, and competitor comparison. Use when assessing a site's SEO health, when finding keyword opportunities and content gaps competitors own, or when you need a prioritized action plan split into quick wins and strategic investments.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

marketing/skills/seo-audit/SKILL.md

single-cell-rna-qc

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

bio-research/skills/single-cell-rna-qc/SKILL.md

slack-search

Guidance for effectively searching Slack to find messages, files, channels, and people

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

partner-built/slack/skills/slack-search/SKILL.md

source-management

Manages connected MCP sources for enterprise search. Detects available sources, guides users to connect new ones, handles source priority ordering, and manages rate limiting awareness.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

enterprise-search/skills/source-management/SKILL.md

speed-to-lead

Makes sure no inbound lead goes unanswered. Watches web forms, the shared inbox, and the CRM for new inquiries, qualifies each one against the owner's criteria, drafts a reply in the owner's voice with real meeting times for the owner to approve and send, routes anything hot to a human right away, and logs the whole thing to the CRM. Never sends on its own. Built to run on a schedule so overnight inquiries are drafted and sorted by morning, and works from forwarded or pasted inquiries when no co

anthropics/knowledge-work-pluginsRepository stars 34k
License: Apache-2.0
Sources and documents

small-business/skills/speed-to-lead/SKILL.md

start

Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization MCP servers are connected, or surveying available analysis skills before starting a new project.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

bio-research/skills/start/SKILL.md

synthesize-research

Synthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey responses, or support tickets to make sense of, need to extract themes and rank findings by frequency and impact, or want to turn raw feedback into roadmap recommendations.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

product-management/skills/synthesize-research/SKILL.md

user-research

Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the user needs help with any aspect of understanding their users through research.

anthropics/knowledge-work-pluginsRepository stars 34k
License: Apache-2.0
Sources and documents

design/skills/user-research/SKILL.md

video-sdk/web

Zoom Video SDK for Web - JavaScript/TypeScript integration for browser-based video sessions, real-time communication, screen sharing, recording, and live transcription

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

partner-built/zoom-plugin/skills/video-sdk/web/SKILL.md

zoom-apps-sdk

Reference skill for Zoom Apps SDK. Use after routing to an in-client app workflow when building web apps that run inside Zoom meetings, webinars, the main client, or Zoom Phone.

anthropics/knowledge-work-pluginsRepository stars 34k
License: License file needs review
Sources and documents

partner-built/zoom-plugin/skills/zoom-apps-sdk/SKILL.md

netlify-deploy

Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify, including preview and production deploys.

openai/skillsRepository stars 28k
License: License file needs review
Sources and documents

skills/.curated/netlify-deploy/SKILL.md

notion-meeting-intelligence

Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.

openai/skillsRepository stars 28k
License: License file needs review
Sources and documents

skills/.curated/notion-meeting-intelligence/SKILL.md

notion-research-documentation

Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.

openai/skillsRepository stars 28k
License: License file needs review
Sources and documents

skills/.curated/notion-research-documentation/SKILL.md

huggingface-paper-publisher

Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.

huggingface/skillsRepository stars 11k
License: Apache-2.0
Sources and documents

skills/huggingface-paper-publisher/SKILL.md

huggingface-papers

Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project page. Use when the user shares a Hugging Face paper page URL, an arXiv URL or ID, or asks to summarize, explain, or analyze an AI research paper.

huggingface/skillsRepository stars 11k
License: Apache-2.0
Sources and documents

skills/huggingface-papers/SKILL.md

web-perf

Audit, diagnose, or optimize website loading and interaction performance, Core Web Vitals, and Lighthouse performance scores.

cloudflare/skillsRepository stars 3.2k
License: Apache-2.0
Sources and documents

skills/web-perf/SKILL.md

wiki-researcher

Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how something works across multiple files, or asks for comprehensive analysis of a specific system or pattern.

microsoft/skillsRepository stars 3.2k
License: MIT
Sources and documents

.github/plugins/deep-wiki/skills/wiki-researcher/SKILL.md

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