sandbaseai/sandbase-skills

SandBase Skills

Browse the flagship Skill: skills.sh · Agentic Awesome Skills · Agent Skill Exchange · askill · Awesome Skills · skills.re · SkillsCat · OpenAgentSkill · AgentSkill.sh

Have a repeatable workflow that is missing? Request a Skill with a public example and acceptance criteria.

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245 installable Agent Skills for research, social intelligence, marketing, media generation, software engineering, data science, and business workflows. Install into any compatible agent (DeepSeek Harness, Claude Code, Codex, Cursor, Gemini CLI) and start working immediately. The flagship research Skill works with host-provided search tools; connect SandBase when you want broader provider coverage.

SandBase also exposes 2,000+ models and APIs, including a unified surface for LLM, image, and video generation. Skills define the workflow; the SandBase API or MCP bridge supplies optional model, media, search, social, and data capabilities when a workflow needs them.

Start with multi-source-search: it runs with your agent's existing search tools, ships a worked evidence-ledger example, and includes an offline validator. If it improves a real workflow, star the repository so other builders can discover it.

What are Skills?

A Skill is an instruction file that teaches an AI agent how to do one specific job. Each Skill defines a repeatable workflow, evidence rules, and output format. Portable Skills can use capabilities already provided by the host agent; specialized social, market, and data workflows can add SandBase providers when configured.

Repository Layout

The repository keeps the human-authored Skill instructions separate from the generated catalogs and client-specific packaging:

research/                 Research, social, and intelligence Skills
marketing/                Business, content, engineering, and data Skills
catalog/skills/           Install metadata for every published Skill
skills.json               Machine-readable registry manifest
agent-plugin/             Portable Agent Plugin packaging
.claude-plugin/           Claude Code marketplace manifest
dsh/                      DeepSeek Harness packaging and install metadata
examples/                 Worked research reports and validation fixtures
integrations/             SandBase registry and integration metadata
scripts/                  Catalog, package, and consistency checks
tests/                    Node and Python regression tests

research/ and marketing/ are the canonical Skill sources. When adding or renaming a Skill, update its matching entry in catalog/skills/, the registry manifest, and the relevant generated packaging, then run the checks below. The catalog is the authoritative list for installation paths; the tables in this README are a discoverability index.

Validation before opening a PR

npm test
npm run marketplace:check
npm run agent-plugin:check
python3 scripts/skillpack.py validate

Quick Start

# Try it without installing: generate the complete Skill prompt
npx skills use sandbaseai/sandbase-skills@multi-source-search

# Or install it into Codex
npx skills add sandbaseai/sandbase-skills@multi-source-search --agent codex

# Use it with your agent's existing web/search tools
# "Fact-check this claim with independent sources and validate the evidence ledger"

multi-source-search needs no SandBase account when the host agent already provides search and page-reading tools. For specialized social, market, and data-provider Skills, set SANDBASE_API_KEY in your environment—never in a prompt or committed file.

GitHub CLI (official Agent Skills workflow)

GitHub CLI 2.90.0 or later can preview a Skill before installing it. Because this repository groups Skills by domain, pass the exact path shown in the catalog:

# Inspect the instructions and bundled files without installing anything
gh skill preview sandbaseai/sandbase-skills research/multi-source-search

# Install it for Codex at user scope
gh skill install sandbaseai/sandbase-skills research/multi-source-search \
  --agent codex --scope user

Replace the final path with another linked Skill path from the catalog below. See GitHub's gh skill documentation for supported agents, version pinning, updates, and security guidance.

Portable Agent Plugin (Copilot CLI and compatible clients)

Install the curated, account-free research plugin directly from this repository:

copilot plugin install sandbaseai/sandbase-skills:agent-plugin

The plugin follows the vendor-neutral Agent Plugins 1.0 specification and currently packages multi-source-search with its references and offline evidence-ledger validator. Its generated Skill copy is checked against the canonical source in CI.

Add SandBase MCP tools to the same agent

Skills provide repeatable instructions; SandBase CLI adds six MCP tools for discovering and running 2,000+ models and APIs. Connect one of the 25 supported client targets, then use these Skills and MCP tools in the same agent:

npx -y https://github.com/sandbaseai/cli/releases/download/v0.1.17/sandbaseai-cli-0.1.17.tgz connect --client codex

Replace codex with another client ID from the verified catalog. If the bridge is useful in your workflow, star SandBase CLI so other agent users can discover it.

DeepSeek Harness

Install all 245 Skills as a native DSH bundle:

dsh plugin --profile web add github:sandbaseai/sandbase-skills
dsh web

The bundle mounts the packaged marketing/ and research/ directories through DSH's filesystem Skill provider while preserving the default Skill roots.

To copy only the flagship Skill into one project's .dsh/skills/multi-source-search directory:

npx --yes github:sandbaseai/sandbase-skills add multi-source-search

The single-Skill installer and the bundle both run directly from the GitHub source, so no npm publication or SandBase account is required.

Claude Code marketplace

Install all 245 Skills as a native Claude Code plugin:

/plugin marketplace add sandbaseai/sandbase-skills
/plugin install sandbase-skills@sandbase-agent-skills

The marketplace manifest lists every Skill explicitly, so Claude Code can discover them on demand without copying directories by hand.

Verify research output offline

The multi-source-search Skill produces an evidence ledger that can be checked before you trust or share its synthesis:

See the complete worked example, which cross-checks one claim against primary documentation from GitHub, GitLab, and Atlassian.

python3 research/multi-source-search/scripts/validate_report.py \
  examples/verifiable-research-report.json
# VALID: 3 source(s), 1 claim(s), 2 provider(s)

The validator rejects unknown or duplicate sources, inflated confidence, unused evidence, and high-confidence claims that still have a declared conflict. It runs offline and checks internal consistency; it does not claim that a source is true.

For an end-to-end example that runs this research contract inside a governed, sandboxed runtime, read Build an Auditable Research Agent.

Try a Real Workflow

Install the matching Skill, then give your agent one of these tasks:

Skill · Example task · What you get · Install twitter-intelligence · “Compare sentiment and recurring complaints for Brand A and Brand B on X this month.” · Source-linked posts, trends, accounts, and a structured comparison · skills.sh multi-source-search · “Verify the strongest evidence for and against this market claim.” · Cross-checked web and academic findings with disagreements called out · skills.sh competitor-monitor · “Track three competitors’ pricing, launches, content, and social activity.” · A dated competitive-intelligence brief with observed changes · skills.sh seo-content-brief · “Build a writer-ready brief for this target keyword.” · Search intent, competing pages, required subtopics, and differentiation angles · skills.sh github-profile-research · “Assess this engineering team’s open-source activity.” · Repository, language, contribution, star, and activity analysis · skills.sh youtube-research · “Map the leading channels and audience questions in this niche.” · Video and channel discovery, transcript evidence, and comment themes · skills.sh

Skill Catalog (245 Skills)

Social Intelligence (14 Skills)

Research and monitor conversations across every major social platform.

Skill · Platform · Use it to twitter-intelligence · Twitter/X · Search tweets, track trends, analyze users, monitor sentiment youtube-research · YouTube · Search videos, analyze channels, extract transcripts, read comments instagram-research · Instagram · Analyze profiles, track hashtags, research content strategies tiktok-research · TikTok · Search videos, analyze creators, track hashtag challenges linkedin-research · LinkedIn · Research companies, professionals, job markets reddit-research · Reddit · Search discussions, monitor communities, discover trends xiaohongshu-research · Xiaohongshu (RED) · Search notes, analyze creators, track consumer trends weibo-research · Weibo · Monitor hot searches, track trending topics, analyze sentiment douyin-research · Douyin · Search videos, analyze creators, track challenges wechat-channels-research · WeChat Channels · Search videos, analyze live streams wechat-mp-research · WeChat Official Accounts · Research articles, analyze accounts wechat-search · WeChat · Search across WeChat ecosystem china-social-research · Multi-platform · Cross-platform China social research community-research · Reddit + Telegram · Online community analysis

Search & Research (24 Skills)

Find, validate, and synthesize information from multiple sources.

Skill · Use it to multi-source-search · Cross-validate research with host search tools and optional Tavily, Exa, Scholar, and Cloudsway coverage tavily-deep-research · Advanced web search with content extraction and site mapping exa-deep-search · Semantic search and source extraction with Exa exa-similar-finder · Find pages similar to any URL academic-research · Search scholarly papers with AI-powered explanations academic-trend-research · Track emerging research areas and breakthrough papers google-news-research · Monitor news articles and media coverage web-scraper · Scrape pages, crawl sites, extract structured data last30days-research · Multi-platform research for the last 30 days topic-deep-dive · Exhaustive multi-source topic research event-tracker · Track events in real-time across platforms trend-spotter · Spot emerging trends across platforms news-aggregator · Aggregate news from multiple sources market-research · Comprehensive market intelligence newsletter-research · Discover industry newsletters and publications podcast-research · Find podcasts and episodes by topic content-ideation · Generate data-backed content ideas internet-skill-finder · Find and verify installable Agent Skills from current public repositories database-lookup · Research and verify Database Lookup with explicit validation and safety boundaries github-gem-seeker · Research and verify GitHub Gem Seeker with explicit validation and safety boundaries hackernews-frontpage · Research and verify Hacker News Front Page with explicit validation and safety boundaries microsoft-code-reference · Research and verify Microsoft Code Reference with explicit validation and safety boundaries microsoft-docs · Research and verify Microsoft Docs with explicit validation and safety boundaries usfiscaldata · Research and verify U.S. Fiscal Data with explicit validation and safety boundaries

Business Intelligence (28 Skills)

Company research, sales intelligence, and competitive analysis.

Skill · Use it to apollo-company-research · Search companies, enrich profiles, track hiring akta-company-research · Research companies via employee and product reviews company-enrichment · Enrich company data from multiple sources google-maps-reviews · Analyze local business reviews product-intelligence · Cross-platform product market research product-review-extractor · Extract and analyze product reviews at scale competitive-pricing · Benchmark pricing against competitors pricing-page-analyzer · Extract and analyze competitor pricing review-aggregator · Aggregate reviews from multiple platforms startup-research · Research startups with funding, team, and traction hiring-intelligence · Analyze hiring patterns and talent competition talent-sourcing · Source candidates by skills and expertise lead-research · Build complete prospect profiles outreach-builder · Build verified outreach lists email-outreach-prep · Prepare personalized email outreach sales-intelligence · Account intelligence for sales conversations partnership-research · Qualify potential partners with data industry-landscape · Map any industry's competitive landscape local-market-research · Research local markets with reviews and social data data-enrichment · Fill data gaps with verified intelligence stock-analysis · Research public companies with current market, ownership, and filing evidence similarweb-analytics · Compare estimated website traffic, engagement, channels, and geography market-sizing-analysis · Calculate evidence-backed TAM, SAM, and SOM ranges variance-analysis · Decompose financial variances into business drivers reconciliation · Match account data and classify open differences cash-flow-snapshot · Forecast 30/60/90-day cash flow and liquidity risks sales-enablement · Create buyer-specific sales collateral prd · Turn product ideas into measurable requirements

Business & Operations (12 Skills)

Plan and verify operational, financial, legal, and decision-support workflows.

Skill · Use it to audit-support · Plan and verify Audit Support with explicit validation and safety boundaries brainstorm-experiments-new · Plan and verify Brainstorm Experiments New with explicit validation and safety boundaries business-model · Plan and verify Business Model with explicit validation and safety boundaries call-prep · Plan and verify Call Prep with explicit validation and safety boundaries close-management · Plan and verify Close Management with explicit validation and safety boundaries daily-briefing · Plan and verify Daily Briefing with explicit validation and safety boundaries journal-entry-prep · Plan and verify Journal Entry Prep with explicit validation and safety boundaries lean-canvas · Plan and verify Lean Canvas with explicit validation and safety boundaries legal-risk-assessment · Plan and verify Legal Risk Assessment with explicit validation and safety boundaries meeting-briefing · Plan and verify Meeting Briefing with explicit validation and safety boundaries revops · Plan and verify Revenue Operations with explicit validation and safety boundaries team-composition-analysis · Plan and verify Team Composition Analysis with explicit validation and safety boundaries

Marketing & Content (25 Skills)

Brand monitoring, influencer marketing, and content strategy.

Skill · Use it to brand-monitoring · Track brand mentions across all platforms kol-discovery · Find and evaluate influencers across platforms influencer-analytics · Analyze influencer performance with engagement data social-listening · Monitor conversations about any topic globally competitor-content-intelligence · Find differentiated content opportunities competitor-monitor · Monitor competitor launches, pricing, campaigns, and market signals thought-leadership-monitor · Track industry voices and their content pr-media-monitor · Track press mentions and media narrative content-performance · Analyze content performance across platforms audience-research · Understand target audiences from community data social-proof-research · Find authentic testimonials and endorsements competitor-ad-research · Research competitor advertising strategies hashtag-tracker · Track hashtag performance across platforms crisis-monitor · Detect and assess crises before they escalate reddit-customer-insights · Discover customer language and pain points listicle-blog-writer · Research and write transparent, evidence-backed best-of articles ai-seo · Create or review AI SEO with explicit validation and safety boundaries alternative-blog-writer · Create or review Alternative Blog Writer with explicit validation and safety boundaries churn-prevention · Create or review Churn Prevention with explicit validation and safety boundaries comparison-article-writer · Create or review Comparison Article Writer with explicit validation and safety boundaries copy-editing · Create or review Copy Editing with explicit validation and safety boundaries grammar-check · Create or review Grammar Check with explicit validation and safety boundaries humanizer · Create or review Humanizer with explicit validation and safety boundaries marketing-ideas · Create or review Marketing Ideas with explicit validation and safety boundaries marketing-psychology · Create or review Marketing Psychology with explicit validation and safety boundaries

Marketing & SEO (8 Skills)

Search engine optimization, SERP analysis, and technical auditing.

Skill · Use it to seo-keyword-insights · Build evidence-backed keyword strategies with DataForSEO backlink-gap-analysis · Find ethical backlink gaps against competitors serp-analysis · Analyze live Google SERP results and features seo-content-brief · Generate SERP-backed content briefs site-audit · Audit website content, structure, and SEO health programmatic-seo · Design and validate data-driven SEO page families backlink-analysis · Analyze Backlink Analysis with explicit validation and safety boundaries seo-competitor-analysis · Analyze Seo Competitor Analysis with explicit validation and safety boundaries

Media Generation (4 Skills)

Plan, generate, assemble, and verify multimedia deliverables.

Skill · Use it to video-generator · Produce cost-aware multi-shot videos with SandBase image, video, music, and speech models music-prompter · Design prompts and generate cost-aware songs, instrumentals, and multi-part music with SandBase manim-animator · Build reproducible mathematical and explanatory animations with optional SandBase media game-dev · Build and verify playable browser games with optional SandBase-generated assets

Design & Media (30 Skills)

Create and review interfaces, diagrams, animation, and editable media.

Skill · Use it to accessibility-review · Create or review Accessibility Review with explicit validation and safety boundaries beautiful-article · Create or review Beautiful Article with explicit validation and safety boundaries captions-overlay · Create or review Captions Overlay with explicit validation and safety boundaries cut-the-curve · Create or review Cut The Curve with explicit validation and safety boundaries emil-design-eng · Create or review Design Engineering Craft with explicit validation and safety boundaries excalidraw-diagram-generator · Create or review Excalidraw Diagram Generator with explicit validation and safety boundaries gsap-core · Create or review GSAP Core with explicit validation and safety boundaries gsap-frameworks · Create or review GSAP Framework Integrations with explicit validation and safety boundaries gsap-plugins · Create or review GSAP Plugins with explicit validation and safety boundaries gsap-react · Create or review GSAP React with explicit validation and safety boundaries gsap-scrolltrigger · Create or review GSAP ScrollTrigger with explicit validation and safety boundaries gsap-timeline · Create or review GSAP Timeline with explicit validation and safety boundaries | gsap-utils