# Sharebench MCP server

Sharebench — search & pull AI skills, agents, prompts & playbooks (SKILL.md) into any MCP client

## Links
- Registry page: https://www.getdrio.com/mcp/ai-sharebench-registry
- Website: https://sharebench.ai

## Install
- Endpoint: https://mcp-public.sharebench.ai
- Auth: Not captured

## Setup notes
- Remote endpoint: https://mcp-public.sharebench.ai

## Tools
- search - Search this workspace's published artifacts (skills, agents, workflows, and knowledge documents in SKILL.md format). Returns ranked metadata — name, description, type, contributor, timestamps, bundledCount, slug, authorCredit, and industries — but NOT the full body. To read an artifact's content, call `get_by_id` with the returned `artifactId` (or `slug`), or read it as a resource at `artifact://<artifactId>`. Use this whenever the user wants to find, discover, browse, or filter existing artifacts before reading or contributing. Modes: `hybrid` (default; combines lexical and semantic ranking via reciprocal rank fusion — best for most queries), `bm25` (exact-keyword or name lookups), `semantic` (concept matching when the user's terms differ from artifact text). Pass `industries: ['marketing', 'legal']` to narrow results to artifacts tagged with ANY of those industries (keyword-array overlap). If hybrid silently degrades because the embedding service is unavailable, the response's `warnings` array will contain `embedding_degraded:hybrid-fell-back-to-bm25` — surface this to the user if precision matters. Endpoint: https://mcp-public.sharebench.ai
- get_by_id - Fetch the full SKILL.md content and metadata for a single artifact. Provide EXACTLY ONE of `artifactId` (the UUID returned by `search`) or `slug` (the URL-safe identifier, e.g. from a `/p/<slug>` link). Passing both or neither returns a `validation_failed` error. Use this after `search` to retrieve the body of a hit the user wants to read, summarize, apply, or fork. Returns the artifact's name, description, type, contributor, version, timestamps, the full SKILL.md text (YAML frontmatter + markdown body, up to 256 KB), the number of bundled extras (`bundledCount`), their filenames (`bundledFilenames`), per-file metadata in `bundledFiles` (each entry has `key`, `filename`, and `originalRef` — the EXACT body-relative reference string the importer matched, or `null` when the file was bundled without a body reference; use this to translate a link span in the body back to its bundle filename), and the public-surface fields `slug`, `authorCredit`, `industries`. To fetch a bundled extra, read it as a resource at `artifact://<artifactId>/bundled/<filename>`. Endpoint: https://mcp-public.sharebench.ai

## Resources
- artifact://6ed607c2-70c0-4ba6-a81c-42f9c2132889 - When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas. MIME type: text/markdown
- artifact://d28d2660-6a56-49f1-b704-0ece32273bcc - When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'GTM plan,' 'launch checklist,' or 'launch momentum.' This skill covers phased launches, channel strategy, and ongoing launch momentum. MIME type: text/markdown
- artifact://65be884a-60fc-4303-a27b-6bc33c544cd8 - When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' or 'optimize for Claude/Gemini.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema. MIME type: text/markdown
- artifact://465dc03a-a08f-4749-adaf-a596776cbebb - When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' or 'ideas to grow.' This skill provides 139 proven marketing approaches organized by category. MIME type: text/markdown
- artifact://f7fe97e6-820f-406c-a4e7-8b225082c2bc - Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months. MIME type: text/markdown
- artifact://63056d2e-6eb1-4518-8b89-c8332152d184 - Build a go-to-market plan for any product launch, feature release, or new market entry. Use when planning a product launch, writing a GTM strategy, defining launch tiers, or coordinating cross-functional launch activities. Produces a tiered GTM plan with messaging, cross-functional activity tracker, success metrics, and launch day checklist. MIME type: text/markdown
- artifact://19db7e7a-9bee-447d-a4f7-f1a78733ad57 - When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," "breadcrumb schema," "Google rich results," "knowledge panel," "star ratings in search," or "add structured data." Use this whenever someone wants their pages to show enhanced results in Google. For broader SEO issues, see seo-audit. For AI search optimization, see ai-seo. MIME type: text/markdown
- artifact://475cf645-a39a-4e6a-a0a3-6bfcd98c19f3 - Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy. MIME type: text/markdown
- artifact://0d5498ec-8c79-4de6-9b96-882a256473db - When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold outreach emails, see cold-email. For in-app onboarding, see onboarding. MIME type: text/markdown
- artifact://626d3a75-215c-4af8-bdc2-a2c2f93e2678 - You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform comprehensive compliance audits and provide implementation guidance for achieving and maintaining compliance. MIME type: text/markdown
- artifact://c1d5bc89-b4f5-4734-9a41-0fd979ecc1d3 - Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline. Use when planning a product launch, creating a GTM plan from scratch, or defining a launch strategy for a new market. MIME type: text/markdown
- artifact://c63a5746-8fbb-45e2-bafd-cfb04e648f75 - Generate a comprehensive pre-launch, launch day, and post-launch checklist for any product release. Use when preparing for a product launch, feature release, or major update. Produces a role-assigned, tiered checklist covering engineering readiness, marketing and comms, support, and post-launch monitoring. MIME type: text/markdown
- artifact://007f014d-a10c-41a1-9e9b-e5746cb590e4 - When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (ads, social, emails, etc.). MIME type: text/markdown
- artifact://6396a215-4fa2-4fde-84de-b5caf5697c60 - Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach," "prospecting email," "outbound email," "email to leads," "reach out to prospects," "sales email," "follow-up email sequence," "nobody's replying to my emails," or "how do I write a cold email." Covers subject lines, opening lines, body copy, CTAs, personalization, and multi-touch follow-up sequences. For warm/lifecycle email sequences, see emails. For sales collateral beyond emails, see sales-enablement. MIME type: text/markdown
- artifact://af86cd7e-fe71-4353-8857-aa9248d005ed - Plan comprehensive marketing campaigns from strategy through execution. Develop campaign briefs, select optimal channels, create timelines, allocate budgets, define targeting parameters, design A/B testing strategies, and establish performance measurement frameworks. MIME type: text/markdown
- artifact://3d825ed5-b2a5-4e4c-9490-5a539e07e055 - Master of defensive Bash scripting for production automation, CI/CD
pipelines, and system utilities. Expert in safe, portable, and testable shell
scripts. MIME type: text/markdown
- artifact://4e1b2b5f-ad55-44d7-99ee-d6c7567dcfa8 - Creates, structures, and reviews technical documentation following the Diátaxis framework (tutorials, how-to guides, reference, and explanation pages). Use when a user needs to write or reorganize docs, structure a tutorial vs. a how-to guide, build reference docs or API documentation, create explanation pages, choose between Diátaxis documentation types, or improve existing documentation structure. Trigger terms include: documentation structure, Diátaxis, tutorials vs how-to guides, organize docs, user guide, reference docs, technical writing. MIME type: text/markdown
- artifact://d54244d9-eb35-460b-b65c-21aa7401cefd - Optimize an article for Answer Engine Optimization (AEO) — restructuring content so AI engines like ChatGPT, Perplexity, and Claude can extract, quote, and cite it. Rewrites headings as questions, drops 50-80 word answer capsules, audits paragraph length, and flags trust signals. Use when asked to AEO-optimize, make content AI-readable, improve AI citation chances, or adapt an article for answer engines. MIME type: text/markdown
- artifact://fac5263f-2479-4aff-9394-9d340c7494a1 - Generates a marketing automation workflow with triggers, branching, waits, and success tracking. MIME type: text/markdown
- artifact://137ab495-fc3f-4dd2-b015-be638cc6dfa7 - Maps code, architecture, and infrastructure changes to specific control IDs in PCI-DSS v4.0 and MAS TRM (Singapore financial regulator), producing an audit-traceable findings report with per-control remediation. MIME type: text/markdown
- artifact://35f174c7-a568-4271-a571-9397735a6949 - Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities. MIME type: text/markdown
- artifact://73df5ddb-4dc1-4d10-a272-9c1f72c1e10d - Assesses pre-launch readiness across every function and produces an explicit Go / Conditional Go / No-Go recommendation. Use when preparing for any product or feature launch, running a pre-launch review, or determining whether a release is safe to ship. Produces a function-by-function readiness status, a ranked blockers list with owners and deadlines, a risk register, and a clearly reasoned launch recommendation. MIME type: text/markdown
- artifact://6ae56156-df78-4eb8-aa7a-1feb789fe07c - ISO/IEC 42001:2023 AI Management System (AIMS) specialist for compliance teams running internal audits. Three decisions: (1) Where are the gaps against Clauses 4-10 and what do we close first? (2) What goes in the AI risk register and which Annex A controls treat each risk? (3) What's the 12-month internal audit plan that satisfies Clause 9.2? Use when preparing for certification, scoping internal audit cycles, or onboarding AI systems into an existing ISMS (27001) / QMS (13485) program. NOT an executive AI strategy skill (see chief-ai-officer-advisor). NOT EU AI Act compliance (see compliance-team-eu-ai-act). MIME type: text/markdown
- artifact://c189d951-8e7b-442e-8111-8ab37626a8b1 - When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions "marketing plan," "growth plan," "GTM plan," "go-to-market plan," "AARRR plan," "90-day marketing plan," "12-month marketing roadmap," "fractional CMO plan," or "fCMO plan." Generates an exhaustive 13-section plan structured by AARRR (Acquisition, Activation, Retention, Referral, Revenue), customized to the client's current budget, team, and stage, mapped to future funding milestones, cross-referenced with the 139-idea marketing-ideas library and an embedded 17-section current-state audit rubric, with a full marketing operations stack showing which skills and MCP/API integrations execute each part. Outputs a Notion-paste-ready markdown document. For positioning and ICP context before planning, see product-marketing. For stage-specific deep work, see onboarding, signup, emails, referrals, pricing. MIME type: text/markdown
- artifact://07d391e0-5dc4-4941-be55-d9b73f9fd695 - Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies. MIME type: text/markdown
- artifact://ad50d013-b6a1-4ccc-83fa-ae188ec0d9b1 - Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. Integrates modern support tools, chatbot platforms, and CX optimization with 2024/2025 best practices. Use PROACTIVELY for comprehensive customer experience management. MIME type: text/markdown
- artifact://05c7fdcf-5f6c-45ec-8b43-d36646d8ad77 - TensorFlow and deep learning rules for building, training, evaluating, and deploying neural network models MIME type: text/markdown
- artifact://a1c72126-79ba-48be-a537-63baffd65ff6 - Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation. MIME type: text/markdown
- artifact://079a87bc-1634-4eed-a7bc-eea5ab7a640a - Create Quarterly Business Reviews with account health scores, usage analytics, ROI analysis, expansion opportunities, and risk mitigation MIME type: text/markdown
- artifact://3a394129-be88-402a-b06d-a8a905a500ba - Create Standard Operating Procedures with step-by-step workflows, RACI matrices, process maps, approval chains, and version control MIME type: text/markdown
- artifact://ad87fe98-0ac5-47c2-a47b-c9f6a435d6e4 - Writes 3 title tag variants and 3 meta description variants per page with SERP preview, OG tags, and Twitter Card tags. Activate when the user wants to write meta tags, title tags, or social sharing tags for any page. MIME type: text/markdown
- artifact://df2ecedd-1a76-4758-b4f0-ba0b31535b71 - Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist. MIME type: text/markdown
- artifact://b2fe4349-364a-4553-966a-848ab9a02294 - Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. MIME type: text/markdown
- artifact://3e07a9ff-a332-43fe-9f00-284187906654 - Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing. MIME type: text/markdown
- artifact://538281ca-67d4-46b8-a46b-4d303be2f32d - Write and sequence multi-email nurture or launch campaigns. Use when asked for an email sequence, drip campaign, onboarding emails, product launch emails, or nurture flow. Produces subject lines, preview text, full email body, and send-timing recommendations for each email in the sequence. MIME type: text/markdown
- artifact://3f53f039-6b60-48eb-8fc0-120fb89fda60 - Produces clinical-grade campaign brief with targeting, creative guidance, and review plan. MIME type: text/markdown
- artifact://8d2550e4-268b-45a6-b0fd-2ec0cc4c104b - Router/index for the 15 regulatory & quality-management skills bundled in this plugin (ISO 13485 QMS, EU MDR 2017/745, FDA submissions under QMSR, ISO 14971 risk, CAPA, document control, ISO 27001/ISMS, ISO 42001 AIMS, EU AI Act, GDPR/DSGVO, SOC 2, auditing). Use when a compliance request doesn't obviously match one skill and you need to pick the right one (e.g., 'prepare us for an ISO 13485 audit', 'is my AI system high-risk under the AI Act'). MIME type: text/markdown
- artifact://f1b6dfc5-aed9-440b-8dac-557543b9bbf7 - When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says "CRO," "conversion rate optimization," "this page isn't converting," "improve conversions," or "why isn't this page working." For signup/registration flows, see signup-flow-cro. For post-signup activation, see onboarding-cro. For forms outside of signup, see form-cro. For popups/modals, see popup-cro. MIME type: text/markdown
- artifact://f68b21ea-9dbf-4feb-bec2-26fdbe30a867 - When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," or "lifecycle emails." For in-app onboarding, see onboarding-cro. MIME type: text/markdown
- artifact://794fa684-c44e-4118-8d1a-24d7e4e06b3a - App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checklists, and tracking ranking changes. MIME type: text/markdown
- artifact://5103674a-74b8-4b74-9b9a-92424371017f - When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are signing up but not sticking around. For signup/registration optimization, see signup. For ongoing email sequences, see emails. MIME type: text/markdown
- artifact://4574c694-8785-4a05-87e5-ffaaa7ff42a9 - Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat modeling, secure authentication (OAuth2/OIDC), OWASP standards, cloud security, and security automation. Handles DevSecOps integration, compliance (GDPR/HIPAA/SOC2), and incident response. Use PROACTIVELY for security audits, DevSecOps, or compliance implementation. MIME type: text/markdown
- artifact://d7a31cf3-91f5-4ac2-aa80-3eecb401f709 - Deobfuscates malicious JavaScript code used in web-based attacks, phishing pages, and dropper scripts by reversing encoding layers, eval chains, string manipulation, and control flow obfuscation to reveal the original malicious logic. Activates for requests involving JavaScript malware analysis, script deobfuscation, web skimmer analysis, or obfuscated dropper investigation. MIME type: text/markdown
- artifact://0f6c8f7b-6efb-4c23-bc8e-05699197a4d6 - Run a compliance check on a proposed action, product feature, or business initiative, surfacing applicable regulations, required approvals, and risk areas. Use when launching a feature that touches personal data, when marketing or product proposes something with regulatory implications, or when you need to know which approvals and jurisdictional requirements apply before proceeding. MIME type: text/markdown
- artifact://206ba6cb-1c9e-4d19-a580-ad3d77a02969 - 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. MIME type: text/markdown
- artifact://61159c96-7d13-47bc-9b0a-d7a78ac2ce91 - Draft a professional customer-facing response tailored to the situation and relationship. Use when answering a product question, responding to an escalation or outage, delivering bad news like a delay or won't-fix, declining a feature request, or replying to a billing issue. MIME type: text/markdown
- artifact://0cc1eccb-f41d-4c09-b271-cb2eb9bb5aa6 - Design customer onboarding playbooks with milestone tracking, training plans, health checks, and success criteria MIME type: text/markdown
- artifact://76837d98-77c8-416e-a847-656a951c8f76 - Comprehensive product launch planning including GTM strategy, launch checklists, stakeholder communication, beta testing plans, and post-launch analysis. Execute successful product launches with coordinated teams. MIME type: text/markdown
- artifact://70830cdf-2af9-4a0f-80ba-3ba569945ba8 - Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content. MIME type: text/markdown
- artifact://0f43d15f-5d5e-4759-993a-e343c09b3b68 - Master PCI DSS (Payment Card Industry Data Security Standard) compliance for secure payment processing and handling of cardholder data. MIME type: text/markdown
- artifact://1aabacd9-ae2f-45e6-b553-a2f8a0ddcf1d - Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok. MIME type: text/markdown
- artifact://ede410e8-1402-49fd-9256-aa1a7660be7d - Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD structured data, and robots directives. Use when adding SEO metadata, fixing social share previews, reviewing Open Graph tags, setting up canonical URLs, or shipping new pages that need correct meta tags. MIME type: text/markdown
- artifact://9202ec1b-6616-48b8-a995-aade8173954c - SEO & GEO (Generative Engine Optimization) for websites.
Analyze keywords, generate schema markup, optimize for AI search engines
(ChatGPT, Perplexity, Gemini, Copilot, Claude) and traditional search (Google, Bing).
Use when user wants to improve search visibility. MIME type: text/markdown
- artifact://3858c65b-5743-4990-96f5-d11a8ae9bd76 - Use this skill when the user wants to validate their customer assumptions, test their ICP, design experiments, or create customer personas from evidence. Phase 3 of 12: interactive guided workflow for assumption mapping, MVI (minimum viable idea) testing, alpha tests, community launches, archetype creation, and decision-making unit (DMU) analysis. MIME type: text/markdown
- artifact://60386e6c-2bb3-4c07-80e7-8d6d65989162 - Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals, AI crawler accessibility, llms.txt compliance, passage-level citability scoring, and platform-specific optimization. Use when user says "AI Overviews", "SGE", "GEO", "AI search", "LLM optimization", "Perplexity", "AI citations", "ChatGPT search", or "AI visibility". MIME type: text/markdown
- artifact://19afa75f-91b1-4720-a839-232da7f3c1dc - FLOW framework integration — evidence-led SEO using the Find → Leverage → Optimize → Win loop. Surfaces stage-specific AI prompts from the FLOW knowledge base (41 prompts, CC BY 4.0). Use when user says "FLOW", "FLOW framework", "seo flow", "evidence-led SEO", "find leverage optimize win", or wants stage-specific SEO prompts. MIME type: text/markdown
- artifact://2dcf351b-28a1-45f4-a897-8cbc4be9e586 - Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, Community, Partners, ABM, and PLG. Use when selecting marketing channels, choosing between inbound and outbound strategy, or planning cross-channel campaigns. MIME type: text/markdown
- artifact://19a379f7-674f-4cad-8580-7398a2f5b42f - Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral. Use when designing growth mechanisms, building product-led traction, or understanding how growth loops work. MIME type: text/markdown
- artifact://52fd7d3d-21aa-44e9-af26-b5b1f70f0e64 - Guides the design and structuring of workflow-based Claude Code skills with multi-step phases, decision trees, subagent delegation, and progressive disclosure. Use when creating skills that involve sequential pipelines, routing patterns, safety gates, task tracking, phased execution, or any multi-step workflow. Also applies when reviewing or refactoring existing workflow skills for quality. MIME type: text/markdown
- artifact://bac2b46a-2452-496b-8dd4-288e09efceab - Create a structured brief for an influencer or creator partnership campaign. Use when asked to brief an influencer, plan a creator collaboration, set up a paid partnership, or define deliverables for a sponsored content campaign. Produces a complete campaign brief with objectives, deliverables, creative guidelines, approval process, and performance metrics. MIME type: text/markdown
- artifact://5cd06761-cbd2-4233-88e1-9e759669ae1c - Build a social media strategy for a brand, product, or creator. Use when asked to create a social media strategy, define a social content strategy, plan content pillars, set social KPIs, or build a posting framework. Produces a complete strategy with audience definition, platform selection, content pillars, posting cadence, KPIs, and a 4-week starter calendar. MIME type: text/markdown
- artifact://83a36459-15d3-4df0-8a79-0fcf681bf06f - Write a STRIDE-based threat model for a service or feature. Use when asked to produce a threat model, document security risks, identify attack vectors, assess a service's security posture, or prepare for a security design review. Produces a structured threat model covering assets, trust boundaries, STRIDE threat enumeration per component, risk scores, mitigation controls, and residual risk sign-off. MIME type: text/markdown
- artifact://b8b81887-0571-4e8f-81be-5468e8299968 - Write a disaster recovery plan for a service or system — covering RPO/RTO targets, failure scenario runbooks, backup and restore procedures, DR testing cadence, and communication templates. Use when asked to write a DR plan, document failover procedures, create recovery runbooks, define RTO/RPO targets, or prepare for a disaster recovery game day. Produces a full DR document with per-scenario recovery runbooks, backup validation procedures, testing schedule, and communication templates. MIME type: text/markdown
- artifact://3b650dd7-73f1-4dac-851b-80158a48f2ec - Conduct a structured ethical review of an AI or ML feature, model, or product. Use when preparing to deploy an AI system, assessing algorithmic risk, auditing a model for bias, or producing a responsible AI impact assessment. Produces a structured ethics review covering fairness, transparency, privacy, safety, accountability, and societal impact with a risk tier score, pre-deployment checklist, and prioritised mitigations. MIME type: text/markdown
- artifact://612ef19b-f011-418a-95cd-ba72699fb2f1 - Template for designing onboarding journeys, milestones, and measurement plans. MIME type: text/markdown
- artifact://a071e422-51e0-42e0-916e-1b81298afd24 - Runs FINRA/SEC/CFPB compliance review for financial services campaigns with disclosures and approvals. MIME type: text/markdown
- artifact://d508e4a9-32d2-48a5-b8e9-dd23ed7ef931 - Writes personalized cold emails by researching prospects, crafting attention-grabbing openers, and scoring drafts against a quality rubric. Use when the user asks to write cold emails, outreach emails, sales prospecting messages, outbound email campaigns, or B2B email sequences. MIME type: text/markdown
- artifact://07c94eff-ec1f-4625-9f56-a0b1935c9454 - Information Security Management System (ISMS) audit expert for ISO 27001 compliance verification, security control assessment, and certification support. Use when the user mentions ISO 27001, ISMS audit, Annex A controls, Statement of Applicability (SOA), gap analysis, nonconformity management, internal audit, surveillance audit, or security certification preparation. Helps review control implementation evidence, document audit findings, classify nonconformities, generate risk-based audit plans, map controls to Annex A requirements, prepare Stage 1 and Stage 2 audit documentation, and support corrective action workflows. MIME type: text/markdown
- artifact://d5563c0f-1ddd-43ef-a079-3de82b8a0762 - When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' 'community management,' 'social media plan,' 'grow followers,' 'engagement rate,' 'social media audit,' or 'which platforms should I use.' For writing individual social posts, see social-content. For analyzing social performance data, see social-media-analyzer. MIME type: text/markdown
- artifact://a1488271-9187-4092-80db-e69076b36c61 - When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," or "SEO health check." For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup. MIME type: text/markdown
- artifact://24d6a12c-6c1e-4b5a-bb89-b835fc9cbab7 - When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ad copy,' 'ad creative,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' or 'audience targeting.' This skill covers campaign strategy, ad creation, audience targeting, and optimization. MIME type: text/markdown
- artifact://ab71e450-4367-4efa-9528-94e7e293e2b3 - Product marketing skill for positioning, GTM strategy, competitive intelligence, and product launches. Use when the user asks about product positioning, go-to-market planning, competitive analysis, target audience definition, ICP definition, market research, launch plans, or sales enablement. Covers April Dunford positioning, ICP definition, competitive battlecards, launch playbooks, and international market entry. Produces deliverables including positioning statements, battlecard documents, launch plans, and go-to-market strategies. MIME type: text/markdown
- artifact://44d7525e-7d58-453a-9f76-02c960133ad5 - Creates demand generation campaigns, optimizes paid ad spend across LinkedIn, Google, and Meta, develops SEO strategies, and structures partnership programs. Use when planning demand gen strategy, growth marketing, advertising campaigns, PPC optimization, lead generation, pipeline generation, or marketing budgets. Covers multi-channel acquisition (Google Ads, LinkedIn Ads, Meta Ads), CAC analysis, MQL/SQL workflows, attribution modeling, technical SEO, and co-marketing partnerships. Default calibration profile is a Series A+ B2B SaaS scaling internationally (EU/US/Canada, hybrid PLG/Sales-Led) — adapt benchmarks for other stages and motions rather than skipping the skill. MIME type: text/markdown
- artifact://b217b860-8a31-4fed-a0f3-ba69318a93d6 - When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," or "content planning." For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. MIME type: text/markdown
- artifact://46fc67b1-1aea-4185-b788-1dd89303f779 - Reduce voluntary and involuntary churn through cancel flow design, save offers, exit surveys, and dunning sequences. Use when designing or optimizing a cancel flow, building save offers, setting up dunning emails, or reducing failed-payment churn. Trigger keywords: cancel flow, churn reduction, save offers, dunning, exit survey, payment recovery, win-back, involuntary churn, failed payments, cancel page. NOT for customer health scoring or expansion revenue — use customer-success-manager for that. MIME type: text/markdown
- artifact://8d8b1dab-d3d0-4cb2-bfd8-704051271206 - Security audit and vulnerability scanner for AI agent skills before installation. Use when: (1) evaluating a skill from an untrusted source, (2) auditing a skill directory or git repo URL for malicious code, (3) pre-install security gate for Claude Code plugins, OpenClaw skills, or Codex skills, (4) scanning Python scripts for dangerous patterns like os.system, eval, subprocess, network exfiltration, (5) detecting prompt injection in SKILL.md files, (6) checking dependency supply chain risks, (7) verifying file system access stays within skill boundaries. Triggers: "audit this skill", "is this skill safe", "scan skill for security", "check skill before install", "skill security check", "skill vulnerability scan". MIME type: text/markdown
- artifact://dc6cbd41-db6a-4fba-a9f5-71f9294a4b50 - Risk-paranoid CISO advisor for threat modeling, compliance, incident response, and security architecture MIME type: text/markdown
- artifact://1504b21a-7480-4782-b24b-f3a3042adf30 - When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," "SEO health check," "my traffic dropped," "lost rankings," "not showing up in Google," "site isn't ranking," "Google update hit me," "page speed," "core web vitals," "crawl errors," or "indexing issues." Use this even if the user just says something vague like "my SEO is bad" or "help with SEO" — start with an audit. For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema. For AI search optimization, see ai-seo. MIME type: text/markdown
- artifact://bec039b4-5b45-4927-9fea-6e62c81afa9c - When the user wants to find, qualify, and build a list of prospects to reach out to — across B2B SaaS, general B2B, or local small businesses. Also use when the user mentions "prospecting," "build a prospect list," "find prospects," "find leads," "lead gen list," "find SaaS companies that," "find B2B companies," "find local businesses," "ICP-fit accounts," "who should we go after," "outbound list," "target account list," "find clients near me," "businesses without websites," "prospect research," or "qualified leads." Use this for the list-building and qualification phase. For writing the outbound copy after the list is built, see cold-email. For deep competitive research on specific accounts, see competitor-profiling. MIME type: text/markdown
- artifact://78366ab9-aba4-458b-81fe-7cd949a62dac - When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions "directory submissions," "submit to directories," "backlinks from directories," "list my product," "submit to Product Hunt," "BetaList," "TAAFT," "Futurepedia," "G2 listing," "Capterra listing," "AlternativeTo," "SaaSHub," "AI directories," "MCP registry," "agent directory," "dofollow backlinks," "launch directories," or "directory tracker." Use this whenever someone is planning the directory layer of a product launch or an ongoing backlink campaign. For the broader launch moment, see launch. For programmatic SEO pages that should live behind these backlinks, see programmatic-seo. For AI citation optimization, see ai-seo. MIME type: text/markdown
- artifact://38232bec-c15e-4231-ad67-0c87fb392ba9 - When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social. MIME type: text/markdown
- artifact://fe7c3535-d274-4736-8ead-09ca346c6f7d - When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers or wants to build systems to prevent it. For post-cancel win-back email sequences, see emails. For in-app upgrade paywalls, see paywalls. MIME type: text/markdown
- artifact://95132ab4-f096-47b5-a901-dba3367e9384 - Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines. Use PROACTIVELY for content review. MIME type: text/markdown
- artifact://d54dfb7b-fe13-4d8d-a53c-cdc37cb582d5 - Cedar policy author and reviewer for Claude Code tool calls. Writes, audits, and explains Cedar policies that govern Bash, Edit, Write, WebFetch, and other tools. Use when you need declarative, formally verifiable rules for what an AI agent can and cannot do in a project. MIME type: text/markdown
- artifact://d5add4b3-97ee-4609-be39-7af018c498e5 - Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing. Masters modern content tools, social media automation, and conversion optimization with 2024/2025 best practices. Use PROACTIVELY for comprehensive content marketing. MIME type: text/markdown
- artifact://02b6ca35-db1f-4d03-8307-68b4e1e3ff1d - Automates SOC 2 Type II audit preparation including gap assessment against AICPA Trust Services Criteria (CC1-CC9), evidence collection from cloud providers and identity systems, control testing validation, remediation tracking, and continuous compliance monitoring. Covers all five TSC categories (Security, Availability, Processing Integrity, Confidentiality, Privacy) with automated evidence gathering from AWS, Azure, GCP, Okta, GitHub, and Jira. Use when preparing for or maintaining SOC 2 Type II certification. MIME type: text/markdown
- artifact://2f043d29-d25d-46ab-8361-542033e05bda - Reads a forwarded customer email or ticket, pulls order/refund status from PayPal and account history from HubSpot, drafts a tone-matched reply in the owner's writing voice, and can issue a PayPal refund with explicit owner approval. Use when the user says "draft a response," "answer this customer," "where's my order," or "I want a refund." MIME type: text/markdown
- artifact://01c1f4ab-3c37-4d7c-9574-b7cbdfe68ba4 - Handles an incoming customer complaint end-to-end — pulls context, drafts a response, and suggests an operational fix. Accepts optional email or ticket ID argument. MIME type: text/markdown
- artifact://8a52f4c5-5be5-423a-a3df-e0784e391c34 - Evaluate a vendor — cost analysis, risk assessment, and recommendation. Use when reviewing a new vendor proposal, deciding whether to renew or replace a contract, comparing two vendors side-by-side, or building a TCO breakdown and negotiation points before procurement sign-off. MIME type: text/markdown
- artifact://40e64ed4-5bcd-4a53-99b4-327a417319da - Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to churn, or an issue has sat unresolved past its SLA. MIME type: text/markdown
- artifact://c64d92d6-a675-4df4-80d1-8641600f8ba9 - Best practices for Vercel deployments including serverless functions, Edge Runtime, middleware, caching, environment variables, and CI/CD configuration MIME type: text/markdown
- artifact://3b8fe92f-7a36-4d12-bc66-ce08c5ffa683 - Toss-style UI design rules for disciplined spacing, typography, grayscale hierarchy, restrained color, cards, metrics, dark mode, and accessibility MIME type: text/markdown
- artifact://0c804dbc-1cec-4c77-83b9-a0dd10f05af8 - TanStack Start full-stack React framework using server functions, API routes, SSR, streaming with defer(), and multi-platform deployment via Vinxi/Nitro MIME type: text/markdown
- artifact://143c481e-7b6a-4c03-8c27-b31aa18015d8 - Type-safe routing with TanStack Router v1 for React apps, including file-based routing, loaders, search params validation, auth guards, and TanStack Query integration MIME type: text/markdown
- artifact://2441b919-fbec-4f1e-85af-a928b2648394 - TanStack Query v5 (React Query) patterns including queryOptions helper, query key factories, mutations, optimistic updates, infinite queries, Suspense mode, and prefetching MIME type: text/markdown
- artifact://c7c865b9-02c4-4d6d-9584-2fb19af23d4d - Cursor rules for secure coding, secret handling, dependency hygiene, authentication, authorization, security testing, and compliance documentation. MIME type: text/markdown
- artifact://a0391bfd-a835-4390-9696-63b92d5a272d - ROS and ROS2 rules for packages, nodes, launch files, messages, services, actions, simulation, and testing MIME type: text/markdown
- artifact://bfbd6f51-fb72-4653-80cc-8598a7ba9795 - React SPA with TanStack Router v1 + TanStack Query v5 — the definitive pattern for zero-loading-spinner routing, type-safe URLs, and cache-first data MIME type: text/markdown
- artifact://e1615598-b87c-439e-a498-e1b434b28cc8 - React Router v7 rules for framework mode, data routers, loaders, actions, route modules, and progressive enhancement MIME type: text/markdown
- artifact://b7028a14-a291-4720-95d0-29e8d098f73c - Next.js App Router combined with TanStack Query v5 — HydrationBoundary pattern, Server Actions as mutations, optimistic updates, and infinite scroll MIME type: text/markdown

## Prompts
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## Metadata
- Owner: ai.sharebench
- Version: 0.1.1
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Jun 24, 2026
- Source: https://registry.modelcontextprotocol.io