sandbaseai
Organization88 installable open-source Agent Skills for research, social intelligence, marketing, and business workflows—compatible with Codex, Claude Code, Cursor, Gemini CLI, and DeepSeek Harness.
Categories
Indexed Skills (114)
backlink-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.
competitor-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.
exa-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.
reddit-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.
seo-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.
brand-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.
competitor-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.
instagram-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.
kol-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.
linkedin-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.
sandbase
Access 2000+ AI models and API tools through a single MCP interface. Use SandBase for LLM inference, image/video/audio generation, web scraping, social media data, search, embeddings, and any structured data retrieval. Proactively use sandbase_discover before writing custom scrapers, before telling the user something is inaccessible, or when the user needs any external data or AI capability. Exception: if the user already has a dedicated tool or API key for that specific service, use it instead.
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.
academic-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.
akta-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.
apollo-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.
audience-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.
china-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.
community-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.
company-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.
competitive-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.
competitor-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.
content-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.
content-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.
content-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.
crisis-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.
currency-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.
cve-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.
data-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.
document-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.
domain-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.
domain-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.
douyin-research
通过 SandBase 搜索抖音视频、分析创作者、追踪话题趋���。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。
email-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.
email-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.
event-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.
exa-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.
flight-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.
github-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.
google-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.
google-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.
hashtag-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.
hiring-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.
industry-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.
influencer-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.
last30days-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.
lead-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.
local-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.
market-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.
multi-source-search
Parallel multi-source search combining Web, Academic, Tavily, Exa, and Cloudsway results with cross-source validation. Use when asked for comprehensive research requiring multiple perspectives, fact-checking, or thorough topic coverage.
news-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.
newsletter-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.
ad-campaign-analyzer
Use this skill when the user shares ad campaign performance data and asks what to cut, scale, or test. Trigger for prompts like "analyze my ad campaigns", "where am I wasting ad spend", "reallocate my ad budget", "which ads are actually working", or "ROAS analysis". Do not trigger for campaign planning or creative generation without performance data.
agent-skill-stack
Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for a multi-step workflow, asks which Skills fit a project, needs an installed-Skill audit or conflict check, has low Skill recall, wants indirect helpers such as humanizers or compliance checks, or wants a project-specific Skill Stack with controlled installation. Search local Skills, registries, GitHub, and OpenCLI; compare adoption, verified fit, safety, and overlap. Do not use for locating one known or common Skill; use the generic find-skills workflow.
agentic-workflows
Use when designing, creating, updating, debugging, auditing, upgrading, or optimizing declarative GitHub Agentic Workflows.
ai-prompt-engineering-safety-review
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content.
ai-team-orchestration
Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implementation and optional QA, brainstorming with distinct perspectives, or preserving context across sessions.
anti-ui-slop
Stop coding agents from shipping generic UI. Use UIZZE''s 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with "anti-ui-slop", "stop UI slop", "ground this UI in real screens", or "run the UI finish gate".
architecture-blueprint-generator
Use when analyzing an authorized codebase to produce an evidence-backed architecture blueprint, dependency map, diagrams, implementation patterns, and evolution guidance.
architecture-decision-records
Use when making, reviewing, or maintaining a significant technical or architecture decision that needs durable context, alternatives, consequences, and follow-up evidence.
architecture-patterns
Use when designing or refactoring a backend module or service with Clean, Hexagonal, Onion, or Domain-Driven Design patterns; make boundaries, dependencies, ports, adapters, and test seams explicit before changing code.
async-python-patterns
Use when building or reviewing Python asyncio services, concurrent I/O, async APIs, background tasks, cancellation, or event-loop performance.
aws-cost-optimize
Use when analyzing an authorized AWS workload's IaC, usage metrics, and costs to produce evidence-backed optimization recommendations.
azure-pricing
Use when fetching current Azure retail prices, comparing regions or SKUs, or estimating authorized workload costs.
azure-resource-health-diagnose
Use when diagnosing an authorized Azure resource with read-only health, logs, telemetry, and dependency evidence.
azure-well-architected-review
Use when reviewing an authorized Azure workload's IaC and live architecture across reliability, security, cost, operations, and performance.
before-you-build
Use when evaluating a new product, MVP, landing page, agent workflow, or major feature before implementation, especially when demand or adoption evidence is incomplete.
bigquery-pipeline-audit
Use when auditing an authorized Python and BigQuery pipeline for cost exposure, idempotency, query safety, and production readiness.
binary-analysis-patterns
Use when performing authorized offline static analysis of a binary to understand architecture, control flow, data structures, and suspicious behavior without executing the sample or modifying a target system.
access-control-security-best-practices
Design, review, implement, and verify least-privilege access controls across users, services, tenants, resources, and administrative workflows.
accessibility-review
Use when reviewing a web interface or interaction for semantic, keyboard, focus, screen-reader, ARIA, and contrast accessibility risks.
agent-discoverability
Use when publishing or auditing an MCP or agent endpoint so third-party agents can find it, understand its capabilities, and complete its authorized authentication flow.
agent-document-design
Use when creating or editing Skills, agent instruction files, or referenced documents so triggers, steps, disclosure, completion criteria, and maintenance remain predictable.
agent-evaluation-engineering
Design reproducible evaluations for agent capabilities, trust, safety, trajectories, regressions, latency, and cost.
agent-governance
Use when governing an Agent that can call tools or delegate work, including policy-based allowlists, intent risk checks, approval gates, rate limits, trust scoring, content controls, and audit trails.
agent-observability
Use when instrumenting or debugging an AI agent and you need privacy-aware traces, structured events, metrics, cost attribution, dashboards, alerts, or audit evidence.
agent-quality-grading
Use when evaluating how well an agent completed real tasks, used tools, communicated, or produced assets; grade each dimension from traceable evidence and keep quality separate from reliability.
agent-red-teaming
Use when planning or documenting an authorized security assessment of an AI agent or multi-agent workflow with safe adversarial cases, synthetic identities, canaries, and evidence-based retesting.
agent-session-audit
Use when local Agent sessions need an operational audit of cost, tokens, tool failures, retry loops, latency, anomalies, health, diffs, or CI readiness.
agentic-evaluation
Use when measuring or improving an Agent's output with explicit criteria, reflection, evaluator-optimizer loops, rubric or judge comparisons, code-test refinement, and bounded convergence checks.
ai-governance
Use when classifying AI-system risk, establishing responsible-AI governance, preparing model or system documentation, assessing human oversight, or mapping controls to frameworks such as the EU AI Act and NIST AI RMF.
airflow-dag-patterns
Use when designing or reviewing Apache Airflow DAGs, task dependencies, sensors, retries, backfills, or pipeline tests.
api-documentation
Use when creating, editing, restructuring, or reviewing a service API document; keep operations, requests, responses, errors, types, routes, examples, and conventions precise and aligned with the authoritative contract.
api-resilience-engineering
Use when designing, implementing, reviewing, testing, or diagnosing API timeouts, retries, idempotency, rate limits, concurrency limits, circuit breakers, bulkheads, backpressure, load shedding, or ambiguous outcomes.
architectural-decision-record
Use when documenting an important architecture or technology decision with context, constraints, alternatives, trade-offs, evidence, ownership, status, and a durable review path.
architecture-decision
Use when a technical choice changes system boundaries, contracts, quality attributes, data, or operations and has meaningful reversal cost.
architecture-friction-scan
Use when assessing a codebase for evidence-backed opportunities to deepen shallow modules, improve locality and AI navigability, or reduce seam and testing friction before choosing a refactor.
aws-cloudwatch-investigation
Use when investigating AWS incidents with CloudWatch Logs, Metrics, Alarms, CloudTrail, and Health evidence, correlating deployments, narrowing blast radius, reconstructing timelines, or testing metric anomalies.
aws-resilience-assessment
Use when assessing an AWS workload's failure modes, dependencies, availability, recoverability, RTO/RPO, disaster recovery, observability, or resilience improvement roadmap from architecture evidence, IaC, or authorized read-only inventory.
aws-resource-query
Use when answering natural-language questions about AWS resources, inventory, configuration, ownership, tags, cost signals, networking, or identity with strictly read-only AWS CLI queries.
aws-well-architected-review
Use when reviewing an AWS workload against the six Well-Architected pillars using IaC and authorized live evidence, classifying risks, documenting trade-offs, and preparing a remediation backlog.
azure-deployment-preflight
Use before deploying Azure Bicep infrastructure or when validating azd/az deployment plans with syntax checks, what-if previews, parameter review, and permission-aware evidence.
backend-review
Use when reviewing backend handlers, services, jobs, persistence, validation, errors, transactions, dependencies, or service contracts for correctness and operational risk.
breaking-change-review
Use when reviewing changes to public APIs, events, configuration, feature flags, CLI behavior, schemas, or migrations for compatibility impact.
browser-automation
Use when a task requires navigating websites, filling forms, extracting structured page data, capturing screenshots or PDFs, or validating an end-to-end browser flow; use explicit selectors, bounded waits, and user-approved destinations.
bug-triage
Triage bug reports, analyze errors and stack traces, identify competing causes, find duplicates, and prioritize safe fixes with evidence.
business-continuity-design
Design and validate business continuity through impact analysis, critical dependencies, recovery objectives, resilient operating modes, exercises, and accountable recovery plans.
cache-engineering
Use when deciding, designing, reviewing, migrating, or diagnosing application, distributed, HTTP, or CDN caches; prove that caching removes measured work while preserving freshness, isolation, invalidation, and degraded behavior.
chaos-engineer
Use when designing or running authorized resilience experiments, failure-injection tests, or game days for distributed systems. Requires a written hypothesis, verified steady state, bounded blast radius, and tested rollback.
checkpointed-agent-loop
Use for long-running or failure-prone WorkBuddy tasks that need bounded retries, durable recovery state, and explicit verification evidence before completion.
cloud-architect
Use when designing or reviewing AWS, Azure, GCP, or multi-cloud architecture, planning a migration, or defining disaster recovery. Produce evidence-backed options, trade-offs, and a staged change plan before implementation.
Showing top 100 of 114 skills by quality score. Browse the full catalog at /browse.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.