SandBase Skills
Research and cross-check evidence, then apply it to marketing workflows.
SandBase publishes research and marketing as its canonical Skill groups. The catalog defines installation paths, while the portable plugin mirrors the flagship multi-source-search entry.
Use cases
- Fact-check a claim against independent sources
- Develop evidence-based marketing material
How to use
Choose a catalog entry and use the host’s web tools. Multi-source-search needs no SandBase account when search is available; optional SandBase MCP adds model and API tools.
Skills
academic-research
Search academic papers, scholarly articles, and research publications through SandBase. Use when asked for literature review, academic citations, scholarly research, paper discovery, or scientific evidence gathering.
sandbaseai/sandbase-skillsacademic-trend-research
Research emerging academic trends by combining scholarly databases, web sources, and news to identify rising research areas, breakthrough papers, and shifting scientific consensus. Ideal for R&D teams tracking frontier science.
sandbaseai/sandbase-skillsakta-company-research
Research companies with employee reviews, product reviews, industry classification, and competitive landscape through Akta. Covers company enrichment, employee satisfaction signals, product feedback, industry mapping, and news monitoring.
sandbaseai/sandbase-skillsapollo-company-research
Search companies, enrich profiles with firmographic data, find job postings, and track company news through Apollo. Covers company search, detailed enrichment (industry, size, funding, tech stack), hiring activity, and news monitoring for B2B sales intelligence.
sandbaseai/sandbase-skillsaudience-research
Research target audiences across Reddit, Twitter, Instagram, and Xiaohongshu to understand demographics, interests, pain points, language patterns, and content preferences. Produces audience personas backed by real community data.
sandbaseai/sandbase-skillsbrand-monitoring
Monitor brand mentions, sentiment, and reputation across Twitter, Reddit, news, and social platforms through SandBase. Use when asked for brand monitoring, reputation tracking, social listening, PR coverage analysis, or competitive brand intelligence.
sandbaseai/sandbase-skillschina-social-research
Research any topic across China's major social platforms — Weibo, Douyin, Xiaohongshu, Bilibili, and Zhihu — simultaneously. Aggregates discussion volume, sentiment, key opinion leaders, and platform-specific trends for comprehensive China market intelligence.
sandbaseai/sandbase-skillscommunity-research
Research online communities across Reddit, Telegram, and social platforms. Analyzes community size, engagement patterns, discussion themes, moderation culture, and member demographics for community strategy, partnership, and go-to-market planning.
sandbaseai/sandbase-skillscompany-enrichment
Enrich any company with comprehensive firmographic data including industry, size, revenue, funding, tech stack, beneficial ownership, and regulatory status. Combines multiple data sources for complete B2B company intelligence and due diligence.
sandbaseai/sandbase-skillscompetitive-pricing
Research competitor pricing strategies by extracting pricing pages, comparing product listings on Google Shopping and Amazon, and analyzing market positioning. Produces pricing benchmarks, tier comparisons, and feature-per-price analysis.
sandbaseai/sandbase-skillscompetitor-ad-research
Research competitor advertising strategies through Facebook Ad Library, Google SERP ads, and social media sponsored content. Covers creative analysis, messaging patterns, targeting signals, and campaign frequency for competitive marketing intelligence.
sandbaseai/sandbase-skillscompetitor-monitor
Monitor competitor websites, content changes, social activity, and market positioning through SandBase. Use when asked for competitive intelligence, competitor tracking, market positioning research, or competitive content monitoring.
sandbaseai/sandbase-skillscontent-ideation
Generate content ideas backed by real audience demand data from Reddit questions, YouTube search gaps, Twitter discussions, and web search trends. Identifies proven topics, underserved questions, and content formats that outperform in your niche.
sandbaseai/sandbase-skillscontent-performance
Analyze content performance across YouTube, TikTok, Instagram, and Twitter to identify what works. Compares engagement rates, format effectiveness, posting cadence impact, and audience response patterns across platforms for content strategy optimization.
sandbaseai/sandbase-skillscontent-translator
Translate text content between languages with high quality and natural phrasing. Covers document translation, content localization, and multi-language research support for teams working across language barriers.
sandbaseai/sandbase-skillscrisis-monitor
Rapidly assess crisis situations by monitoring Twitter, Reddit, news, and Chinese social platforms simultaneously. Detects escalation velocity, identifies key narratives, tracks official responses, and measures public sentiment shifts during critical events.
sandbaseai/sandbase-skillscurrency-converter
Convert between currencies with real-time exchange rates. Supports 150+ currencies including crypto, with historical rate lookup. Useful for international pricing, financial reporting, and cross-border commerce research.
sandbaseai/sandbase-skillscve-lookup
Look up Common Vulnerabilities and Exposures (CVEs) with severity scores, affected software, exploitability status, and remediation guidance. Essential for security research, vulnerability management, and patch prioritization.
sandbaseai/sandbase-skillsdata-enrichment
Enrich any entity — companies, domains, emails, or people — with verified data from multiple sources. Combines Apollo, Strale, LinkedIn, and Akta data to fill gaps in your CRM, lead databases, or research datasets with production-quality enrichment.
sandbaseai/sandbase-skillsdocument-parser
Parse and extract structured content from PDFs, Word documents, and other file formats. Converts documents into clean, machine-readable text for analysis, summarization, data extraction, and content processing workflows.
sandbaseai/sandbase-skillsdomain-analyzer
Comprehensive domain analysis combining WHOIS ownership, DNS infrastructure, SSL security, SEO performance, tech stack, site structure, and backlink profile. One-stop domain intelligence for acquisition research, security assessment, and competitive analysis.
sandbaseai/sandbase-skillsdomain-intelligence
Research any domain with WHOIS data, DNS records, SSL certificate details, domain age, reputation scoring, and security header analysis. Covers ownership research, infrastructure mapping, security assessment, and competitive domain analysis.
sandbaseai/sandbase-skillsdouyin-research
通过 SandBase 搜索抖音视频、分析创作者、追踪话题趋势。适用于抖音内容研究、达人分析、挑战赛追踪、直播研究等场景。
sandbaseai/sandbase-skillsemail-outreach-prep
Prepare personalized email outreach by researching prospects, verifying email addresses, building company context, and generating relevant talking points. End-to-end outreach preparation from prospect identification to send-ready intelligence.
sandbaseai/sandbase-skillsemail-validator
Validate email addresses for deliverability, check reputation scores, verify MX records, and assess email-sending safety. Covers deliverability checks, reputation scoring, bounce risk assessment, and bulk validation for outreach campaign preparation.
sandbaseai/sandbase-skillsevent-tracker
Track real-time events, announcements, and breaking developments across Twitter, Reddit, news outlets, and web search. Monitors event progression, public reaction, key moments, and aftermath coverage for crisis response and opportunity detection.
sandbaseai/sandbase-skillsexa-similar-finder
Find web pages and content similar to a given URL using Exa's neural similarity search. Ideal for competitor discovery, alternative source finding, related content research, and expanding research beyond known sources.
sandbaseai/sandbase-skillsflight-tracker
Track flight status, delays, gate changes, and estimated arrival times for any commercial flight. Covers real-time flight tracking, schedule lookup, and delay monitoring for travel coordination and logistics planning.
sandbaseai/sandbase-skillsgithub-profile-research
Research GitHub user profiles including repositories, contributions, languages, stars, and activity patterns. Useful for developer talent sourcing, open-source community research, and technical due diligence on engineering teams.
sandbaseai/sandbase-skillsgoogle-maps-reviews
Analyze customer reviews for local businesses on Google Maps. Covers review extraction, sentiment patterns, rating distribution, common complaints, and competitor review comparison for local business intelligence and reputation management.
sandbaseai/sandbase-skillsgoogle-news-research
Search and monitor news articles across Google News through SandBase. Use when asked for news monitoring, current events research, news coverage analysis, or media tracking.
sandbaseai/sandbase-skillshashtag-tracker
Track hashtag performance across Instagram, TikTok, Twitter, and Xiaohongshu simultaneously. Monitors post volume, engagement rates, top contributors, and content patterns for campaign tracking, trend research, and community activation measurement.
sandbaseai/sandbase-skillshiring-intelligence
Analyze hiring patterns, job market demand, salary signals, and talent competition across LinkedIn and Apollo. Covers job posting analysis, company hiring velocity, role requirement trends, and competitive talent landscape mapping.
sandbaseai/sandbase-skillsindustry-landscape
Map any industry's competitive landscape using company databases, academic research, news coverage, LinkedIn activity, and job market signals. Produces industry overviews with key players, market segments, growth indicators, and emerging disruptors.
sandbaseai/sandbase-skillsinfluencer-analytics
Analyze influencer performance metrics across TikTok, Instagram, YouTube, Bilibili, and Kuaishou. Compare engagement rates, audience growth, content consistency, and cross-platform presence for data-driven partnership decisions.
sandbaseai/sandbase-skillsinstagram-research
Search content, analyze profiles, track hashtags, and research competitors on Instagram through SandBase. Use when asked for Instagram research, influencer analysis, hashtag tracking, content strategy research, or competitor social monitoring.
sandbaseai/sandbase-skillskol-discovery
Discover and evaluate KOLs (Key Opinion Leaders) and creators across TikTok, Instagram, YouTube, and Xiaohongshu through SandBase. Use when asked for influencer research, creator outreach lists, KOL evaluation, or partnership prospecting.
sandbaseai/sandbase-skillslast30days-research
Research any topic across the last 30 days using Reddit, Twitter, YouTube, Hacker News, web search, and news sources through SandBase. Use when asked for recent trends, launch reactions, competitor activity, person/company profiles, or current event analysis.
sandbaseai/sandbase-skillslead-research
Research potential leads with verified contact information, professional backgrounds, company context, and social presence. Combines LinkedIn profiling, email verification, company enrichment, and social signals for sales-ready prospect intelligence.
sandbaseai/sandbase-skillslinkedin-research
Research companies, professionals, job markets, and industry content on LinkedIn through SandBase. Use when asked for LinkedIn research, company analysis, professional profiling, job market research, or B2B competitive intelligence.
sandbaseai/sandbase-skillslocal-market-research
Research local markets by combining Google Maps reviews, Xiaohongshu local content, Weibo discussions, and web search. Covers customer sentiment by location, local competition analysis, neighborhood trends, and location-specific brand perception.
sandbaseai/sandbase-skillsmarket-research
Conduct comprehensive market research combining web search, academic sources, news coverage, and industry data. Produces market sizing signals, competitive landscape overviews, trend analysis, and evidence-backed market opportunity assessments.
sandbaseai/sandbase-skillsmulti-source-search
Portable multi-source research with cross-source validation and an offline evidence ledger. Use for fact-checking, comprehensive research, or any question requiring multiple independent perspectives; work with the host agent's search tools and optionally add SandBase Tavily, Exa, Scholar, and Cloudsway coverage.
sandbaseai/sandbase-skillsnews-aggregator
Aggregate news from Google News, Tavily, and Exa to get comprehensive coverage of any topic. Cross-references multiple news sources, identifies publication velocity, detects emerging stories, and provides citation-ready news intelligence.
sandbaseai/sandbase-skillsnewsletter-research
Research industry newsletters, email publications, and WeChat articles to discover content leaders, track topics, and identify distribution opportunities. Covers newsletter discovery, content analysis, audience research, and partnership prospecting.
sandbaseai/sandbase-skillsnpm-package-research
Research npm packages — download stats, dependencies, maintainers, version history, and security advisories. Useful for technology due diligence, dependency auditing, and evaluating package reliability before adoption.
sandbaseai/sandbase-skillsoutreach-builder
Build targeted outreach lists with verified contact information, professional context, and conversation starters. Combines Apollo company data, LinkedIn profiling, and email verification to produce ready-to-send outreach campaigns for sales, PR, and partnership teams.
sandbaseai/sandbase-skillspartnership-research
Research potential partners by analyzing company profiles, product fit, market positioning, team background, and mutual connections. Combines firmographic data, content analysis, and social signals for partnership qualification and relationship mapping.
sandbaseai/sandbase-skillspodcast-research
Research podcasts, episodes, and audio content by searching YouTube (where most podcasts crosspost), web sources, and transcript databases. Discover relevant shows, track guest appearances, and analyze topic coverage in the podcast ecosystem.
sandbaseai/sandbase-skillspr-media-monitor
Track media coverage, press mentions, journalist activity, and industry narrative across news outlets, Twitter, and LinkedIn. Ideal for PR teams monitoring earned media, tracking campaign impact, and identifying journalist relationships.
sandbaseai/sandbase-skillspricing-page-analyzer
Extract and analyze pricing information from competitor websites. Identifies pricing tiers, features per tier, billing models, and positioning relative to market alternatives. Ideal for competitive pricing strategy and market positioning research.
sandbaseai/sandbase-skillsproduct-intelligence
Research products across Amazon, Google Shopping, and Xiaohongshu to understand pricing, reviews, market positioning, and consumer sentiment. Covers competitive product analysis, pricing benchmarks, feature comparison, and customer satisfaction signals.
sandbaseai/sandbase-skillsproduct-review-extractor
Extract and analyze product reviews from e-commerce and review sites. Aggregates ratings, identifies common themes in positive and negative feedback, and surfaces actionable product insights from customer voices across platforms.
sandbaseai/sandbase-skillsreddit-research
Search discussions, track communities, analyze posts, and discover trends on Reddit through SandBase. Use when asked for Reddit research, community analysis, trending topics, discussion monitoring, content discovery, or audience insight beyond customer-focused research.
sandbaseai/sandbase-skillsreview-aggregator
Aggregate and analyze product and business reviews from Google Maps, Amazon, Akta, and Xiaohongshu. Cross-platform review intelligence including rating patterns, common themes, competitive comparison, and customer satisfaction trends.
sandbaseai/sandbase-skillssales-intelligence
Prepare for sales conversations with comprehensive account intelligence — company news, hiring signals, product launches, social activity, and decision-maker profiles. Combines firmographic data, news monitoring, and social signals for sales-ready briefings.
sandbaseai/sandbase-skillsscreenshot-capture
Capture high-quality screenshots of any public URL at custom resolutions. Supports desktop and mobile viewports, full-page captures, and specific element targeting. Ideal for visual monitoring, design research, and content archival.
sandbaseai/sandbase-skillssentiment-analyzer
Analyze sentiment in any text — reviews, social posts, feedback, or articles. Returns sentiment polarity (positive, negative, neutral), confidence score, and key phrases driving the sentiment. Useful for brand monitoring, customer feedback analysis, and content evaluation.
sandbaseai/sandbase-skillsseo-content-brief
Generate data-backed content briefs by analyzing Google SERP results, competitor content, keyword intent, and audience questions. Produces writer-ready briefs with target queries, required subtopics, recommended format, word count, and competitive differentiation angles.
sandbaseai/sandbase-skillsserp-analysis
Analyze Google search results, SERP features, and organic rankings through SandBase DataForSEO. Use when asked for SERP analysis, Google ranking research, search feature identification, or organic visibility assessment.
sandbaseai/sandbase-skillssite-audit
Audit a website's content, structure, SEO health, and technical setup through SandBase. Use when asked for website audit, content audit, SEO health check, site structure analysis, or technical assessment.
sandbaseai/sandbase-skillssocial-listening
Monitor conversations about any topic, brand, or keyword across Twitter, Reddit, Threads, Weibo, and community platforms simultaneously. Aggregates volume, sentiment, key voices, and emerging narratives across the global social web.
sandbaseai/sandbase-skillssocial-proof-research
Research and collect social proof — testimonials, case studies, user reviews, social mentions, and community endorsements across platforms. Useful for marketing teams building trust content, landing pages, and sales collateral from authentic customer voices.
sandbaseai/sandbase-skillsstartup-research
Research startups and emerging companies with funding data, team composition, product positioning, market traction, and news coverage. Combines Apollo firmographics, LinkedIn team data, and web intelligence for comprehensive startup due diligence.
sandbaseai/sandbase-skillstalent-sourcing
Source technical and professional talent by combining LinkedIn profiles, GitHub contributions, and company intelligence. Identifies candidates with specific skills, assesses expertise depth, and provides outreach context for recruiting teams.
sandbaseai/sandbase-skillstavily-deep-research
Advanced web search, content extraction, and site mapping through Tavily via SandBase. Use when asked for web research, URL content extraction, full article reading, news search, or site structure discovery.
sandbaseai/sandbase-skillstech-stack-detector
Identify the technology stack powering any website — frameworks, CMS, analytics, hosting, CDN, payment processors, and marketing tools. Useful for competitive intelligence, sales prospecting, and technology landscape research.
sandbaseai/sandbase-skillsthought-leadership-monitor
Track thought leaders and industry voices across LinkedIn, Twitter, and YouTube. Monitor publishing cadence, content themes, engagement patterns, and audience growth for competitive positioning and relationship-building intelligence.
sandbaseai/sandbase-skillstiktok-research
Search videos, analyze creators, track hashtags, and discover trends on TikTok through SandBase. Use when asked for TikTok research, content discovery, creator analysis, hashtag trends, viral content patterns, or short-form video strategy.
sandbaseai/sandbase-skillstopic-deep-dive
Research any topic in exhaustive depth by combining web search, academic papers, social discussions, and community conversations. Produces comprehensive briefings with evidence from every available source type, confidence scoring, and identified knowledge gaps.
sandbaseai/sandbase-skillstrend-spotter
Identify emerging trends early by monitoring signals across Twitter trending, TikTok viral content, YouTube rising videos, Google News velocity, and Reddit community buzz. Combines platform-specific trend indicators into a unified trend confidence score.
sandbaseai/sandbase-skillstwitter-intelligence
Search tweets, analyze trends, monitor users, and gather social intelligence from Twitter/X through SandBase. Use when asked for Twitter research, social listening, trend analysis, influencer monitoring, sentiment tracking, or competitor social intelligence.
sandbaseai/sandbase-skillsurl-to-markdown
Convert any public web page into clean, structured Markdown. Preserves headings, links, images, code blocks, and tables while removing ads, navigation, and clutter. Perfect for content archival, knowledge base building, and research note-taking.
sandbaseai/sandbase-skillsweather-lookup
Get current weather conditions and forecasts for any location worldwide. Returns temperature, humidity, wind, precipitation, UV index, and multi-day forecasts. Useful for travel planning, event scheduling, and logistics coordination.
sandbaseai/sandbase-skillsweb-scraper
Scrape web pages, crawl sites, extract structured data, and capture screenshots through SandBase. Use when asked to extract content from URLs, crawl websites, get structured data from pages, take screenshots, or convert web pages to markdown.
sandbaseai/sandbase-skillswebsite-monitor
Monitor any website for content changes, availability, performance, and security status. Combines page scraping, screenshot comparison, SSL monitoring, and security header checks for comprehensive website health and change detection.
sandbaseai/sandbase-skillswechat-channels-research
Search videos, analyze channel profiles, track live streams, and research content engagement on WeChat Channels (Video Accounts). Covers video search, channel profiling, live stream monitoring, comment analysis, and content collections.
sandbaseai/sandbase-skillswechat-mp-research
Research WeChat Official Account articles, analyze account profiles, track article performance, and read comments. Covers article discovery, account profiling, engagement statistics, comment analysis, and content strategy research on China's dominant messaging ecosystem.
sandbaseai/sandbase-skillswechat-search
Search articles, videos, and content within the WeChat ecosystem. Covers cross-content-type search including Official Account articles, video channels, and mini-programs — the gateway to China's largest private-traffic platform.
sandbaseai/sandbase-skillsweibo-research
通过 SandBase 搜索微博、追踪热搜、分析用户和话题趋势。适用于微博舆情监控、热点追踪、用户分析、品牌口碑研究等场景。
sandbaseai/sandbase-skillsxiaohongshu-research
通过 SandBase 搜索笔记、分析创作者、追踪话题趋势、研究用户行为。适用于小红书内容研究、种草分析、达人发现、竞品监控、话题追踪等场景。
sandbaseai/sandbase-skillsyoutube-research
Search videos, analyze channels, extract captions, read comments, and discover trends on YouTube through SandBase. Use when asked for YouTube research, video discovery, channel analysis, content strategy research, comment sentiment, or video transcript extraction.
sandbaseai/sandbase-skillsyoutube-transcript
Extract full transcripts and captions from YouTube videos for content analysis, summarization, note-taking, and repurposing. Supports multiple languages and auto-generated captions. Ideal for research, content creation, and accessibility workflows.
sandbaseai/sandbase-skillsaccessibility-review
Create, implement, or review accessibility review work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on accessibility review.
sandbaseai/sandbase-skillsagentic-eval
Plan, implement, or review agentic eval work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests agentic eval work.
sandbaseai/sandbase-skillsai-seo
Create or review ai seo deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for ai seo work.
sandbaseai/sandbase-skillsairflow-dag-patterns
Apply airflow dag patterns in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses airflow dag patterns or its strengths fit the task.
sandbaseai/sandbase-skillsalternative-blog-writer
Create or review alternative blog writer deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for alternative blog writer work.
sandbaseai/sandbase-skillsapi-designer
Plan, implement, or review api designer work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests api designer work.
sandbaseai/sandbase-skillsappinsights-instrumentation
Plan, implement, or review application insights instrumentation work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests application insights instrumentation work.
sandbaseai/sandbase-skillsaudit-support
Create or review audit support deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for audit support planning or analysis.
sandbaseai/sandbase-skillsazure-role-selector
Plan, implement, or review azure role selector work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests azure role selector work.
sandbaseai/sandbase-skillsbacklink-analysis
Research and evaluate backlink analysis with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for backlink analysis findings or verification.
sandbaseai/sandbase-skillsbacklink-gap-analysis
Find and prioritize ethical backlink and digital-PR opportunities using SandBase DataForSEO backlink data. Use when asked to analyze backlink profiles, find referring-domain gaps, compare link competitors, or prepare a link-outreach target list.
sandbaseai/sandbase-skillsbacktesting-frameworks
Apply backtesting frameworks in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses backtesting frameworks or its strengths fit the task.
sandbaseai/sandbase-skillsbeautiful-article
Create, implement, or review beautiful article work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on beautiful article.
sandbaseai/sandbase-skillsbehave-skill
Plan, implement, or review behave bdd work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests behave bdd work.
sandbaseai/sandbase-skillsbrainstorm-experiments-new
Create or review brainstorm experiments new deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for brainstorm experiments new planning or analysis.
sandbaseai/sandbase-skillsbusiness-model
Create or review business model deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for business model planning or analysis.
sandbaseai/sandbase-skillscall-prep
Create or review call prep deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for call prep planning or analysis.
sandbaseai/sandbase-skillscaptions-overlay
Create, implement, or review captions overlay work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on captions overlay.
sandbaseai/sandbase-skillscash-flow-snapshot
Create a 30/60/90-day cash-flow forecast from AR, AP, opening cash, payment timing, and fixed-cost data. Use when asked about runway, payroll coverage, liquidity risks, or a near-term cash crunch.
sandbaseai/sandbase-skillschrome-devtools
Plan, implement, or review chrome devtools work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests chrome devtools work.
sandbaseai/sandbase-skillschurn-prevention
Create or review churn prevention deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for churn prevention work.
sandbaseai/sandbase-skillsci-cd-and-automation
Plan, implement, or review ci/cd and automation work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests ci/cd and automation work.
sandbaseai/sandbase-skillsclaude-automation-recommender
Plan, implement, or review claude automation recommender work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests claude automation recommender work.
sandbaseai/sandbase-skillsclaude-md-improver
Plan, implement, or review claude.md improver work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests claude.md improver work.
sandbaseai/sandbase-skillsclose-management
Create or review close management deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for close management planning or analysis.
sandbaseai/sandbase-skillscode-documenter
Plan, implement, or review code documenter work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests code documenter work.
sandbaseai/sandbase-skillscomparison-article-writer
Create or review comparison article writer deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for comparison article writer work.
sandbaseai/sandbase-skillscompetitor-content-intelligence
Analyze competitor content coverage and uncover differentiated content opportunities using web search, page extraction, and DataForSEO content analysis. Use when asked for competitor content research, editorial gap analysis, content brief inputs, or topic whitespace.
sandbaseai/sandbase-skillscopy-editing
Create or review copy editing deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for copy editing work.
sandbaseai/sandbase-skillscowork-plugin-customizer
Plan, implement, or review cowork plugin customizer work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests cowork plugin customizer work.
sandbaseai/sandbase-skillscut-the-curve
Create, implement, or review cut the curve work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on cut the curve.
sandbaseai/sandbase-skillsdaily-briefing
Create or review daily briefing deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for daily briefing planning or analysis.
sandbaseai/sandbase-skillsdask
Apply dask in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses dask or its strengths fit the task.
sandbaseai/sandbase-skillsdata-context-extractor
Apply data context extractor in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses data context extractor or its strengths fit the task.
sandbaseai/sandbase-skillsdata-visualization
Apply data visualization in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses data visualization or its strengths fit the task.
sandbaseai/sandbase-skillsdatabase-lookup
Research and evaluate database lookup with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for database lookup findings or verification.
sandbaseai/sandbase-skillsdbt-transformation-patterns
Apply dbt transformation patterns in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses dbt transformation patterns or its strengths fit the task.
sandbaseai/sandbase-skillsdispatching-parallel-agents
Plan, implement, or review dispatching parallel agents work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests dispatching parallel agents work.
sandbaseai/sandbase-skillsemil-design-eng
Create, implement, or review design engineering craft work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on design engineering craft.
sandbaseai/sandbase-skillsexa-deep-search
Search, extract, and compare high-quality public sources with Exa through SandBase. Use when asked for deep web research, source discovery, current evidence, topic investigation, company research, or citation-ready findings.
sandbaseai/sandbase-skillsexcalidraw-diagram-generator
Create, implement, or review excalidraw diagram generator work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on excalidraw diagram generator.
sandbaseai/sandbase-skillsexcel-generator
Create, edit, analyze, and verify professional Excel workbooks for general business and operational use. Use when the deliverable is an .xlsx file; use a finance-specific modeling workflow for valuation or regulated financial models.
sandbaseai/sandbase-skillsexperimental-design
Apply experimental design in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses experimental design or its strengths fit the task.
sandbaseai/sandbase-skillsfinal-release-review
Plan, implement, or review final release review work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests final release review work.
sandbaseai/sandbase-skillsfinishing-a-development-branch
Plan, implement, or review finishing a development branch work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests finishing a development branch work.
sandbaseai/sandbase-skillsgame-dev
Build, extend, and verify playable browser games, optionally using SandBase for generated concept art and game assets. Use for substantial 2D or 3D web-game work; use a general frontend workflow for non-game interactive sites.
sandbaseai/sandbase-skillsgemini-api
Plan, implement, or review gemini api work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests gemini api work.
sandbaseai/sandbase-skillsgit-commit
Plan, implement, or review git commit work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests git commit work.
sandbaseai/sandbase-skillsgit-workflow-and-versioning
Plan, implement, or review git workflow and versioning work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests git workflow and versioning work.
sandbaseai/sandbase-skillsgithub-gem-seeker
Research and evaluate github gem seeker with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for github gem seeker findings or verification.
sandbaseai/sandbase-skillsgoogle-cloud-waf-cost-optimization
Plan, implement, or review google cloud waf cost optimization work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf cost optimization work.
sandbaseai/sandbase-skillsgoogle-cloud-waf-operational-excellence
Plan, implement, or review google cloud waf operational excellence work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf operational excellence work.
sandbaseai/sandbase-skillsgoogle-cloud-waf-performance-optimization
Plan, implement, or review google cloud waf performance optimization work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf performance optimization work.
sandbaseai/sandbase-skillsgoogle-cloud-waf-reliability
Plan, implement, or review google cloud waf reliability work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf reliability work.
sandbaseai/sandbase-skillsgoogle-cloud-waf-security
Plan, implement, or review google cloud waf security work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf security work.
sandbaseai/sandbase-skillsgoogle-cloud-waf-sustainability
Plan, implement, or review google cloud waf sustainability work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf sustainability work.
sandbaseai/sandbase-skillsgrafana-dashboards
Plan, implement, or review grafana dashboards work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests grafana dashboards work.
sandbaseai/sandbase-skillsgrammar-check
Create or review grammar check deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for grammar check work.
sandbaseai/sandbase-skillsgraphql-architect
Plan, implement, or review graphql architect work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests graphql architect work.
sandbaseai/sandbase-skillsgsap-core
Create, implement, or review gsap core work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap core.
sandbaseai/sandbase-skillsgsap-frameworks
Create, implement, or review gsap framework integrations work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap framework integrations.
sandbaseai/sandbase-skillsgsap-plugins
Create, implement, or review gsap plugins work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap plugins.
sandbaseai/sandbase-skillsgsap-react
Create, implement, or review gsap react work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap react.
sandbaseai/sandbase-skillsgsap-scrolltrigger
Create, implement, or review gsap scrolltrigger work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap scrolltrigger.
sandbaseai/sandbase-skillsgsap-timeline
Create, implement, or review gsap timeline work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap timeline.
sandbaseai/sandbase-skillsgsap-utils
Create, implement, or review gsap utilities work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap utilities.
sandbaseai/sandbase-skillshackernews-frontpage
Research and evaluate hacker news front page with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for hacker news front page findings or verification.
sandbaseai/sandbase-skillshtml-video-production
Create, implement, or review html video production work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on html video production.
sandbaseai/sandbase-skillshuggingface-datasets
Apply hugging face datasets in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses hugging face datasets or its strengths fit the task.
sandbaseai/sandbase-skillshuggingface-gradio
Plan, implement, or review hugging face gradio work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests hugging face gradio work.
sandbaseai/sandbase-skillshumanizer
Create or review humanizer deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for humanizer work.
sandbaseai/sandbase-skillshybrid-search-implementation
Plan, implement, or review hybrid search implementation work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests hybrid search implementation work.
sandbaseai/sandbase-skillshyperframes-keyframes
Create, implement, or review hyperframes keyframes work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on hyperframes keyframes.
sandbaseai/sandbase-skillshyperframes-registry
Create, implement, or review hyperframes registry work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on hyperframes registry.
sandbaseai/sandbase-skillsi-have-adhd
Apply adhd-friendly communication as a bounded agent workflow while preserving user intent, privacy, and host capabilities. Use when the user explicitly requests adhd-friendly communication behavior or files.
sandbaseai/sandbase-skillsimage-manipulation-image-magick
Create, implement, or review imagemagick image manipulation work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on imagemagick image manipulation.
sandbaseai/sandbase-skillsinternet-skill-finder
Find and compare installable Agent Skills from public repositories, then verify provenance, compatibility, and installation commands. Use when the user asks to discover a Skill for a task; do not install anything unless explicitly requested.
sandbaseai/sandbase-skillsjournal-entry-prep
Create or review journal entry prep deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for journal entry prep planning or analysis.
sandbaseai/sandbase-skillsjson-canvas
Create, implement, or review json canvas work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on json canvas.
sandbaseai/sandbase-skillsk8s-security-policies
Plan, implement, or review kubernetes security policies work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests kubernetes security policies work.
sandbaseai/sandbase-skillslangchain-architecture
Plan, implement, or review langchain architecture work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests langchain architecture work.
sandbaseai/sandbase-skillslean-canvas
Create or review lean canvas deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for lean canvas planning or analysis.
sandbaseai/sandbase-skillslegacy-circuit-mockups
Create, implement, or review legacy circuit mockups work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on legacy circuit mockups.
sandbaseai/sandbase-skillslegal-risk-assessment
Create or review legal risk assessment deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for legal risk assessment planning or analysis.
sandbaseai/sandbase-skillslisticle-blog-writer
Research and write evidence-backed listicles, product roundups, and best-of comparisons with optional SandBase SERP, page, review, and screenshot evidence. Use for ‘best tools’, ‘top products’, roundup, SEO, GEO, or answer-engine content; do not use for an unresearched promotional ranking presented as independent advice.
sandbaseai/sandbase-skillsmake-repo-contribution
Plan, implement, or review make repo contribution work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests make repo contribution work.
sandbaseai/sandbase-skillsmanim-animator
Create code-driven explanatory animations and precise vector graphics with Manim, optionally using SandBase for generated images, narration, music, or transcription. Use for mathematical, scientific, algorithmic, or diagrammatic animation; use a video-generation workflow for photoreal footage.
sandbaseai/sandbase-skillsmarkdown-mermaid-writing
Create, implement, or review markdown and mermaid writing work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on markdown and mermaid writing.
sandbaseai/sandbase-skillsmarkdown-to-html
Create, implement, or review markdown to html work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on markdown to html.
sandbaseai/sandbase-skillsmarket-sizing-analysis
Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.
sandbaseai/sandbase-skillsmarketing-ideas
Create or review marketing ideas deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for marketing ideas work.
sandbaseai/sandbase-skillsmarketing-psychology
Create or review marketing psychology deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for marketing psychology work.
sandbaseai/sandbase-skillsmatplotlib
Apply matplotlib in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses matplotlib or its strengths fit the task.
sandbaseai/sandbase-skillsmcp-cli
Plan, implement, or review mcp cli work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests mcp cli work.
sandbaseai/sandbase-skillsmeeting-briefing
Create or review meeting briefing deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for meeting briefing planning or analysis.
sandbaseai/sandbase-skillsmeeting-minutes
Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and follow-up steps.
sandbaseai/sandbase-skillsmemory-management
Apply memory management as a bounded agent workflow while preserving user intent, privacy, and host capabilities. Use when the user explicitly requests memory management behavior or files.
sandbaseai/sandbase-skillsmicrosoft-code-reference
Research and evaluate microsoft code reference with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for microsoft code reference findings or verification.
sandbaseai/sandbase-skillsmicrosoft-docs
Research and evaluate microsoft docs with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for microsoft docs findings or verification.
sandbaseai/sandbase-skillsml-pipeline
Plan, implement, or review ml pipeline work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests ml pipeline work.
sandbaseai/sandbase-skillsmusic-prompter
Design production-ready music prompts and optionally generate music through SandBase. Use for songs, instrumentals, soundtracks, jingles, loops, or multi-part music; use a speech or sound-effect workflow when music is not the main deliverable.
sandbaseai/sandbase-skillsnetworkx
Apply networkx in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses networkx or its strengths fit the task.
sandbaseai/sandbase-skillsnuget-manager
Plan, implement, or review nuget manager work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests nuget manager work.
sandbaseai/sandbase-skillsobservability-and-instrumentation
Plan, implement, or review observability and instrumentation work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests observability and instrumentation work.
sandbaseai/sandbase-skillsobsidian-bases
Apply obsidian bases as a bounded agent workflow while preserving user intent, privacy, and host capabilities. Use when the user explicitly requests obsidian bases behavior or files.
sandbaseai/sandbase-skillsobsidian-markdown
Apply obsidian markdown as a bounded agent workflow while preserving user intent, privacy, and host capabilities. Use when the user explicitly requests obsidian markdown behavior or files.
sandbaseai/sandbase-skillsoversized-cursor
Create, implement, or review oversized cursor work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on oversized cursor.
sandbaseai/sandbase-skillspenpot-uiux-design
Create, implement, or review penpot ui/ux design work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on penpot ui/ux design.
sandbaseai/sandbase-skillsplantuml-ascii
Create, implement, or review plantuml ascii work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on plantuml ascii.
sandbaseai/sandbase-skillsplayground
Create, implement, or review playground work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on playground.
sandbaseai/sandbase-skillspolars
Apply polars in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses polars or its strengths fit the task.
sandbaseai/sandbase-skillspowerbi-modeling
Apply power bi modeling in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses power bi modeling or its strengths fit the task.
sandbaseai/sandbase-skillspr-draft-summary
Plan, implement, or review pr draft summary work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests pr draft summary work.
sandbaseai/sandbase-skillsprd
Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.
sandbaseai/sandbase-skillsprogrammatic-seo
When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "comparison pages," "integration pages," "building many pages for SEO," "pSEO," "generate 100 pages," "data-driven pages," or "templated landing pages." Use this whenever someone wants to create many similar pages targeting different keywords or locations. For auditing existing SEO issues, use an available SEO audit capability. For content strategy planning, use an available content strategy capability.
sandbaseai/sandbase-skillsprometheus-configuration
Plan, implement, or review prometheus configuration work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests prometheus configuration work.
sandbaseai/sandbase-skillsreconciliation
Reconcile accounts by comparing GL balances to subledgers, bank statements, or third-party data. Use when performing bank reconciliations, GL-to-subledger recs, intercompany reconciliations, or identifying and categorizing reconciling items.
sandbaseai/sandbase-skillsreddit-customer-insights
Discover evidence-backed customer language, pain points, objections, and buying triggers from relevant Reddit communities. Use when asked for Reddit research, voice-of-customer analysis, audience pain points, product feedback, or community-led content opportunities.
sandbaseai/sandbase-skillsrefactor
Plan, implement, or review refactor work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests refactor work.
sandbaseai/sandbase-skillsreview-animations
Create, implement, or review review animations work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on review animations.
sandbaseai/sandbase-skillsrevops
Create or review revenue operations deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for revenue operations planning or analysis.
sandbaseai/sandbase-skillsrisk-metrics-calculation
Apply risk metrics calculation in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses risk metrics calculation or its strengths fit the task.
sandbaseai/sandbase-skillssales-enablement
When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,' 'leave-behind,' 'objection handling,' 'deal-specific ROI analysis,' 'demo script,' 'talk track,' 'sales playbook,' 'proposal template,' 'buyer persona card,' 'help my sales team,' 'sales materials,' or 'what should I give my sales reps.' Use this for any document or asset that helps a sales team close deals. For competitor comparison pages and battle cards, use an available competitor-analysis capability. For marketing website copy, cold outreach, or offer design, use the corresponding capability when available.
sandbaseai/sandbase-skillsseaborn
Apply seaborn in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses seaborn or its strengths fit the task.
sandbaseai/sandbase-skillsseam-craft
Create, implement, or review seam craft work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on seam craft.
sandbaseai/sandbase-skillsseo-competitor-analysis
Research and evaluate seo competitor analysis with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for seo competitor analysis findings or verification.
sandbaseai/sandbase-skillsseo-keyword-insights
Build evidence-backed SEO keyword insights and strategy using SandBase-managed search, keyword, site-analysis, and SERP capabilities. Use when asked to discover or prioritize keywords, assess search demand or ranking feasibility, map intent and topics, find competitor gaps, plan organic-search landing pages or content, or analyze a website's SEO opportunities.
sandbaseai/sandbase-skillsshap
Apply shap in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses shap or its strengths fit the task.
sandbaseai/sandbase-skillssimilarity-search-patterns
Plan, implement, or review similarity search patterns work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests similarity search patterns work.
sandbaseai/sandbase-skillssimilarweb-analytics
Analyze estimated website traffic, engagement, rankings, channel mix, and geographic distribution through SandBase. Use for domain benchmarking, acquisition-channel analysis, or traffic trend research; do not present third-party estimates as first-party analytics.
sandbaseai/sandbase-skillssingle-cell-rna-qc
Apply single-cell rna qc in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses single-cell rna qc or its strengths fit the task.
sandbaseai/sandbase-skillsslo-implementation
Plan, implement, or review slo implementation work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests slo implementation work.
sandbaseai/sandbase-skillssource-management
Plan, implement, or review source management work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests source management work.
sandbaseai/sandbase-skillsspark-optimization
Apply spark optimization in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses spark optimization or its strengths fit the task.
sandbaseai/sandbase-skillsspec-driven-development
Plan, implement, or review spec driven development work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests spec driven development work.
sandbaseai/sandbase-skillssql-optimization-patterns
Apply sql optimization patterns in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses sql optimization patterns or its strengths fit the task.
sandbaseai/sandbase-skillssql-queries
Apply sql queries in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses sql queries or its strengths fit the task.
sandbaseai/sandbase-skillsstable-baselines3
Apply stable-baselines3 in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses stable-baselines3 or its strengths fit the task.
sandbaseai/sandbase-skillsstatistical-power
Apply statistical power in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses statistical power or its strengths fit the task.
sandbaseai/sandbase-skillsstatsmodels
Apply statsmodels in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses statsmodels or its strengths fit the task.
sandbaseai/sandbase-skillsstock-analysis
Research public companies and listed securities with current market, company, ownership, and filing data through SandBase. Use for ticker analysis, price-performance comparisons, insider activity, or an evidence-backed investment research brief; do not use for trade execution or personalized financial advice.
sandbaseai/sandbase-skillssympy
Apply sympy in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses sympy or its strengths fit the task.
sandbaseai/sandbase-skillssystematic-debugging
Plan, implement, or review systematic debugging work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests systematic debugging work.
sandbaseai/sandbase-skillstailwind-design-system
Create, implement, or review tailwind design system work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on tailwind design system.
sandbaseai/sandbase-skillstask-management
Simple task management using a shared TASKS.md file. Reference this when the user asks about their tasks, wants to add/complete tasks, or needs help tracking commitments.
sandbaseai/sandbase-skillsteam-composition-analysis
Create or review team composition analysis deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for team composition analysis planning or analysis.
sandbaseai/sandbase-skillstest-driven-development
Plan, implement, or review test driven development work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests test driven development work.
sandbaseai/sandbase-skillsticket-triage
Triage and prioritize a support ticket or customer issue. Use when a new ticket comes in and needs categorization, assigning P1-P4 priority, deciding which team should handle it, or checking whether it's a duplicate or known issue before routing.
sandbaseai/sandbase-skillstorch-geometric
Apply pytorch geometric in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses pytorch geometric or its strengths fit the task.
sandbaseai/sandbase-skillsturborepo
Plan, implement, or review turborepo work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests turborepo work.
sandbaseai/sandbase-skillsumap-learn
Apply umap-learn in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses umap-learn or its strengths fit the task.
sandbaseai/sandbase-skillsusfiscaldata
Research and evaluate u.s. fiscal data with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for u.s. fiscal data findings or verification.
sandbaseai/sandbase-skillsvaex
Apply vaex in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses vaex or its strengths fit the task.
sandbaseai/sandbase-skillsvalidate-data
Apply validate data in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses validate data or its strengths fit the task.
sandbaseai/sandbase-skillsvariance-analysis
Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or preparing variance commentary for leadership.
sandbaseai/sandbase-skillsvector-index-tuning
Plan, implement, or review vector index tuning work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests vector index tuning work.
sandbaseai/sandbase-skillsverification-before-completion
Plan, implement, or review verification before completion work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests verification before completion work.
sandbaseai/sandbase-skillsvideo-generator
Plan and produce short AI videos with SandBase image, video, music, and speech models. Use for commercials, social clips, explainers, short films, storyboards, or multi-shot video generation; use a simpler image or audio skill when no video deliverable is needed.
sandbaseai/sandbase-skillsvideo-template-frame-glitch-title
Create, implement, or review video template frame glitch title work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on video template frame glitch title.
sandbaseai/sandbase-skillsvideo-template-frame-light-leak-cinema
Create, implement, or review video template frame light leak cinema work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on video template frame light leak cinema.
sandbaseai/sandbase-skillsvscode-ext-localization
Plan, implement, or review vs code extension localization work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests vs code extension localization work.
sandbaseai/sandbase-skillswriting-plans
Plan, implement, or review writing plans work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests writing plans work.
sandbaseai/sandbase-skills