sandbase-skills

SandBase Skills

Browse the flagship Skill: skills.sh · skills.re · SkillsCat · OpenAgentSkill · AgentSkill.sh

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88 installable Agent Skills for research, social intelligence, marketing, 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.

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.

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 --skill 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.

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.

DeepSeek Harness

Install all 88 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 88 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.

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 (88 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 (17 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

Business Intelligence (20 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

Marketing & Content (15 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

Marketing & SEO (5 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

Tools & Utilities (17 Skills)

Practical tools for everyday agent tasks.

Skill	Use it to
email-validator	Verify email deliverability and reputation
domain-intelligence	Research domains (WHOIS, DNS, SSL, security)
domain-analyzer	Complete domain analysis from DNS to SEO
tech-stack-detector	Identify what tech powers any website
screenshot-capture	Capture screenshots of any URL
url-to-markdown	Convert web pages to clean Markdown
youtube-transcript	Extract transcripts from YouTube videos
document-parser	Parse PDFs and documents to text
content-translator	Translate text between languages
sentiment-analyzer	Analyze sentiment in any text
weather-lookup	Check weather conditions worldwide
flight-tracker	Track flight status in real time
currency-converter	Convert currencies with live rates
github-profile-research	Research developer GitHub profiles
npm-package-research	Evaluate npm packages before installing
cve-lookup	Look up security vulnerabilities by CVE
website-monitor	Monitor websites for changes and health

Install

# Install any Skill by name
npx skills add sandbaseai/sandbase-skills --skill <skill-name> --agent codex

# Global install (available across all projects)
npx skills add sandbaseai/sandbase-skills --skill <skill-name> --agent codex --global

# Browse available Skills
npx skills add sandbaseai/sandbase-skills --list

Supported Agents

Skills work with any agent that implements the Agent Skills specification:

• Claude Code — ~/.claude/skills/
• OpenAI Codex — ~/.codex/skills/
• Cursor — ~/.cursor/skills/
• Gemini CLI — ~/.gemini/skills/
• OpenClaw, Hermes, Amp, Devin — via npx skills add

How It Works

User Question → Agent reads SKILL.md → Uses host tools and/or SandBase → Validates evidence → Answer

1. You ask a question or give a task
2. Your agent reads the installed Skill's instructions
3. The Skill starts with compatible search or browser tools already available to the host
4. When configured, SandBase adds provider-specific capabilities via sandbase_describe_tool → sandbase_call_tool
5. The agent executes the workflow, validates structured evidence, and delivers the result

SandBase Ecosystem

• SandBase CLI — connect Codex, Claude Code, Cursor, Gemini CLI, and other MCP clients to 2,000+ AI models with one onboarding command.
• SandBase Harness — run persistent agent sessions with sandboxed tools, resumable streams, artifacts, cancellation, audit, and replay in your own infrastructure.

Pricing

Skills themselves are free and open source (Apache-2.0). multi-source-search can use compatible host-provided tools without a SandBase account. Optional SandBase API calls are usage-based — typically $0.001–$0.01 per call. A typical research task using those calls costs $0.05–$0.20.

See sandbase.ai/pricing for current rates.

Repository Layout

research/<skill>/SKILL.md           Agent instruction file
research/<skill>/references/        API maps and workflow guidance
marketing/<skill>/                  Original marketing skills
catalog/skills/                     Web display metadata
integrations/sandbase-registry/     Platform registry manifests
scripts/skillpack.py                Validation helper

Contributing

See CONTRIBUTING.md before adding or changing a Skill.

# Validate locally
python3 scripts/skillpack.py validate
python3 -m unittest discover -s tests -v

License

Apache-2.0. See LICENSE.

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Built for SandBase — One API key. Every data source. 88 installable agent skills.