[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-nostrband-find-ai-consultancy-en":3,"guides-for-nostrband-find-ai-consultancy":505,"similar-k17f576k4yeg4p8yamn92j19a186m3yv-en":506},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":246,"isFallback":231,"parentExtension":251,"providers":307,"relations":311,"repo":312,"tags":502,"workflow":503},1778694690188.711,"k17f576k4yeg4p8yamn92j19a186m3yv",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Use whenever the user wants to find, shortlist, vet, or enrich US AI/ML/data consulting firms (consultancies) — AI/ML development, MLOps, generative AI / LLM apps (RAG, chatbots, agents), computer vision, NLP, recommendation systems, data engineering, BI/analytics. Triggers on \"find an AI/ML consulting firm to build our recommendation engine\", \"shortlist three RAG/LLM consultancies for an enterprise chatbot\", \"compare three AI/ML consulting firms with strong ratings\", or \"pull contact info for these 8 AI consultancy domains\", even when described indirectly (we want to use AI for X, deploy ML to production). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Defer to find-software-developer for general app/backend work where AI is just a feature. Skip in-house ML/data hires, LLM/AI-tool comparisons (ChatGPT vs Claude), \"how do I fine-tune X\" DIY questions, AI courses for individuals, non-US firms, individual freelancers.",{"claudeCode":12},"nostrband/ServiceGraph","find-ai-consultancy","https://github.com/nostrband/ServiceGraph",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":229,"workflow":244},1778694731317.7603,"kn7bdt5zgpt4fn42ve9r5cjfdh86mdd7","en",{"checks":20,"evaluatedAt":195,"extensionSummary":196,"features":197,"nonGoals":203,"promptVersionExtension":208,"promptVersionScoring":209,"purpose":210,"rationale":211,"score":212,"summary":213,"tags":214,"targetMarket":222,"tier":223,"useCases":224},[21,26,29,33,37,41,45,48,52,56,60,63,66,69,72,76,79,82,85,88,91,95,99,102,106,109,112,115,118,121,124,128,131,135,139,143,146,149,152,156,159,162,165,168,171,174,178,182,185,188,192],{"category":22,"check":23,"severity":24,"summary":25},"Invocation","Precise Purpose","pass","The description clearly defines the purpose, target users, and specific use cases for finding AI/ML consulting firms, including explicit non-goals and triggers.",{"category":22,"check":27,"severity":24,"summary":28},"Concise Frontmatter","The frontmatter is concise, self-contained, and effectively summarizes the core capability and triggers within the first 160 characters.",{"category":30,"check":31,"severity":24,"summary":32},"Documentation","Concise Body","The SKILL.md body is concise, under 500 lines, and appropriately defers deeper material to separate files as per progressive disclosure principles.",{"category":34,"check":35,"severity":24,"summary":36},"Context","Progressive Disclosure","The SKILL.md outlines the overall flow and links into `references/` for detailed sub-tasks, demonstrating good progressive disclosure.",{"category":34,"check":38,"severity":39,"summary":40},"Forked exploration","not_applicable","This skill does not involve deep exploration or code review that would necessitate 'context: fork'.",{"category":42,"check":43,"severity":24,"summary":44},"Practical Utility","Usage examples","Sufficient end-to-end examples are provided, demonstrating input, invocation, and expected output for various search scenarios.",{"category":42,"check":46,"severity":24,"summary":47},"Edge cases","The documentation details failure modes such as 'filter_parse_error', 'unauthorized', and 'not_found', including recovery steps.",{"category":49,"check":50,"severity":39,"summary":51},"Code Execution","Tool Fallback","The skill uses only Claude-internal tools and does not rely on external MCP servers, thus no fallback is necessary.",{"category":53,"check":54,"severity":24,"summary":55},"Portability","Stack assumptions","The skill clearly states its stack assumptions and preconditions, such as using standard shell commands and specifying runtime requirements.",{"category":57,"check":58,"severity":24,"summary":59},"Safety","Halt on unexpected state","The SKILL.md instructs the agent to abort and report on unexpected pre-state conditions, ensuring a safe workflow.",{"category":53,"check":61,"severity":24,"summary":62},"Cross-skill coupling","The skill is self-contained and clearly defines its scope, deferring to sibling skills explicitly when necessary without implicit coupling.",{"category":42,"check":64,"severity":24,"summary":65},"Problem relevance","The description immediately names the concrete problem of finding US AI/ML consulting firms and the specific user intent.",{"category":42,"check":67,"severity":24,"summary":68},"Unique selling proposition","The skill provides significant value over a simple prompt by driving a structured API with specific filters and a curated catalog.",{"category":42,"check":70,"severity":24,"summary":71},"Production readiness","The skill is production-ready, covering the complete lifecycle of finding, shortlisting, and enriching firm data via the ServiceGraph API.",{"category":73,"check":74,"severity":24,"summary":75},"Scope","Single responsibility principle","The skill has a single, well-defined responsibility: finding AI/ML consulting firms via the ServiceGraph API.",{"category":73,"check":77,"severity":24,"summary":78},"Description quality","The displayed description accurately reflects the skill's functionality, scope, and boundaries as detailed in the source.",{"category":22,"check":80,"severity":24,"summary":81},"Scoped tools","The skill utilizes scoped tools that map directly to API endpoints, avoiding generalist command execution.",{"category":30,"check":83,"severity":24,"summary":84},"Configuration & parameter reference","All API parameters and filter DSL components are well-documented, including available operators and examples.",{"category":73,"check":86,"severity":24,"summary":87},"Tool naming","The tools are named descriptively, often mirroring the REST endpoints they wrap (e.g., list_tags, search_firms).",{"category":73,"check":89,"severity":24,"summary":90},"Minimal I/O surface","Input filters are structured, and outputs provide relevant firm data without extraneous diagnostic information.",{"category":92,"check":93,"severity":24,"summary":94},"License","License usability","The MIT license is clearly declared in a LICENSE file and the README, permitting broad usability.",{"category":96,"check":97,"severity":24,"summary":98},"Maintenance","Commit recency","The last commit was on May 7, 2026, indicating recent maintenance activity.",{"category":96,"check":100,"severity":39,"summary":101},"Dependency Management","The skill does not appear to use third-party dependencies beyond standard HTTP clients.",{"category":103,"check":104,"severity":24,"summary":105},"Security","Secret Management","The skill correctly instructs users to handle the SERVICEGRAPH_TOKEN via shell dispatch or OTP capture, preventing its exposure to the LLM.",{"category":103,"check":107,"severity":24,"summary":108},"Injection","The skill uses structured API calls and a DSL for filters, mitigating injection risks from user input.",{"category":103,"check":110,"severity":24,"summary":111},"Transitive Supply-Chain Grenades","The skill relies on direct API calls and does not fetch or execute external code or content at runtime.",{"category":103,"check":113,"severity":24,"summary":114},"Sandbox Isolation","The skill interacts with an external API and does not modify local files or operate outside its defined scope.",{"category":103,"check":116,"severity":24,"summary":117},"Sandbox escape primitives","No detached process spawns or deny-retry loops are present in the skill's documented usage or instructions.",{"category":103,"check":119,"severity":24,"summary":120},"Data Exfiltration","The skill's outbound calls are documented and related to API interaction; no sensitive data exfiltration is indicated.",{"category":103,"check":122,"severity":24,"summary":123},"Hidden Text Tricks","The bundled content and descriptions are free of hidden-steering tricks, HTML comments, or invisible Unicode characters.",{"category":125,"check":126,"severity":24,"summary":127},"Hooks","Opaque code execution","The skill relies on standard API interactions and shell dispatch, with no opaque code execution methods like eval or base64 payloads.",{"category":53,"check":129,"severity":24,"summary":130},"Structural Assumption","The skill makes no assumptions about user project structure, only requiring a functional shell environment for API calls.",{"category":132,"check":133,"severity":24,"summary":134},"Trust","Issues Attention","There are 0 open and 0 closed issues in the last 90 days, indicating a well-maintained or quiet project status.",{"category":136,"check":137,"severity":24,"summary":138},"Versioning","Release Management","A meaningful version (0.2) is declared in the SKILL.md frontmatter.",{"category":140,"check":141,"severity":24,"summary":142},"Execution","Validation","The DSL for filters is well-defined, and the API provides validation via `/v1/check`, ensuring robust input handling.",{"category":103,"check":144,"severity":24,"summary":145},"Unguarded Destructive Operations","The skill is read-only and performs no destructive operations, thus no confirmation gates are needed.",{"category":49,"check":147,"severity":24,"summary":148},"Error Handling","The documentation clearly outlines API error codes and expected behaviors, allowing the agent to handle errors meaningfully.",{"category":49,"check":150,"severity":39,"summary":151},"Logging","The skill does not perform destructive actions or outbound calls that would require local audit logging.",{"category":153,"check":154,"severity":24,"summary":155},"Compliance","GDPR","The skill operates on firm data and does not process personal data; any user-provided email for OTP is handled securely by the API.",{"category":153,"check":157,"severity":24,"summary":158},"Target market","The skill explicitly targets US firms and is globally applicable otherwise, with no regional 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interactions.",{"category":175,"check":176,"severity":24,"summary":177},"Install","Installation instruction","The README provides clear installation instructions and copy-pasteable invocation examples, including auth setup guidance.",{"category":179,"check":180,"severity":24,"summary":181},"Errors","Actionable error messages","The documentation clearly lists API error codes and suggests remediation steps, providing actionable guidance.",{"category":140,"check":183,"severity":39,"summary":184},"Pinned dependencies","The skill does not bundle scripts with specific interpreter or side-effect declarations, relying on external CLI tools.",{"category":73,"check":186,"severity":39,"summary":187},"Dry-run preview","The skill is read-only and does not perform state-changing operations, thus a dry-run mode is not applicable.",{"category":189,"check":190,"severity":24,"summary":191},"Protocol","Idempotent retry & timeouts","The skill relies on the API for rate limiting and error handling, and its operations are inherently idempotent or read-only.",{"category":153,"check":193,"severity":24,"summary":194},"Telemetry opt-in","The skill does not emit telemetry; any user interaction for OTP is handled directly by the ServiceGraph API.",1778694731210,"This skill leverages the ServiceGraph API to search, shortlist, and retrieve detailed information on US-based AI/ML and data consulting firms. It covers a wide range of AI/ML services and includes robust guidance on API usage, authentication, and error handling.",[198,199,200,201,202],"Find AI/ML/data consulting firms","Shortlist and compare firms","Enrich firm data with contact details","Filter by industry, services, and ratings","Handles various AI/ML sub-specialties (LLM, RAG, CV, NLP, etc.)",[204,205,206,207],"General app/backend development where AI is a feature.","Consumer AI courses or product comparisons.","DIY coding tasks or in-house hire recommendations.","Non-US firms or individual freelancers.","3.0.0","4.4.0","To efficiently discover, vet, and gather contact information for US AI/ML and data consulting firms for business procurement needs.","The extension demonstrates exceptional quality across all categories, with a focus on precise documentation, robust error handling, and secure API interaction. All checks passed with high confidence.",99,"A high-quality skill for finding and enriching US AI/ML consulting firms via the ServiceGraph API.",[215,216,217,218,219,220,221],"consulting","ai","ml","data","firms","api","search","global","verified",[225,226,227,228],"Find a consultancy to build a recommendation engine.","Shortlist RAG/LLM consultancies for an enterprise chatbot.","Compare AI/ML firms based on ratings and client types.","Pull contact information for specific AI consultancy domains.",{"codeQuality":230,"collectedAt":232,"documentation":233,"maintenance":236,"security":241,"testCoverage":243},{"hasLockfile":231},false,1778694719003,{"descriptionLength":234,"readmeSize":235},1017,14153,{"closedIssues90d":8,"forks":237,"hasChangelog":231,"manifestVersion":238,"openIssues90d":8,"pushedAt":239,"stars":240},1,"0.2",1778155912000,161,{"hasNpmPackage":231,"license":242,"smitheryVerified":231},"MIT",{"hasCi":231,"hasTests":231},{"updatedAt":245},1778694731317,{"basePath":247,"githubOwner":248,"githubRepo":249,"locale":18,"slug":13,"type":250},"skills/find-ai-consultancy","nostrband","ServiceGraph","skill",{"_creationTime":252,"_id":253,"community":254,"display":255,"identity":259,"parentExtension":262,"providers":294,"relations":302,"tags":303,"workflow":304},1778694690188.7107,"k170hexh2b1y2ab8gj4acbt6t186mmhn",{"reviewCount":8},{"description":256,"installMethods":257,"name":258,"sourceUrl":14},"Find, shortlist, vet, and enrich US professional-services firms — law, marketing, consulting, accounting, IT services, engineering, HR, PR, design — via the ServiceGraph API. 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Triggers on \"find me a CPA firm for our delaware c-corp series A audit\", \"shortlist three audit firms with SaaS experience\", \"we need a tax advisor for our M&A\", or \"pull contact info for these 10 accounting firm domains\", even when described indirectly (audit our books, fractional CFO support, file our 1120). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Skip personal/consumer tax preparation (1040, individual estate, retirement planning), in-house controller/CFO hires, \"how do I file my taxes\" DIY questions, accounting-software comparisons (QuickBooks vs Xero), non-US firms, individual freelance bookkeepers.","find-cpa-firm",{"claudeCode":12},"SKILL.md frontmatter at skills/find-cpa-firm/SKILL.md",[383],{"path":375,"priority":324},{"basePath":385,"description":386,"displayName":387,"installMethods":388,"rationale":389,"selectedPaths":390,"source":330,"sourceLanguage":18,"type":250},"skills/find-cybersecurity-firm","Use whenever the user wants to find, shortlist, vet, or enrich US cybersecurity firms — pen-testing/red team, security audits, vCISO, SOC 2 readiness, incident response, managed SOC, IAM, cloud security, and AppSec. Triggers on \"find me a pen-testing firm for our SOC 2 audit\", \"shortlist three vCISO services for our healthcare-tech startup\", \"we need an incident response retainer\", or \"pull contact info for these 8 security firm domains\", even when described indirectly (we got breached, prepare us for the compliance audit, get us SOC 2 ready). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Skip in-house security hires, \"how do I patch CVE-X\" or \"configure firewall Y\" DIY questions, security-product reviews (CrowdStrike vs SentinelOne, etc.), generic security knowledge questions, consumer/personal security advice, non-US firms, individual freelancers and bug-bounty hunters.","find-cybersecurity-firm",{"claudeCode":12},"SKILL.md frontmatter at skills/find-cybersecurity-firm/SKILL.md",[391],{"path":375,"priority":324},{"basePath":393,"description":394,"displayName":395,"installMethods":396,"rationale":397,"selectedPaths":398,"source":330,"sourceLanguage":18,"type":250},"skills/find-design-agency","Use whenever the user wants to find, shortlist, vet, or enrich US design and creative agencies — graphic design, UX/UI, product design, brand identity, packaging, illustration, motion design, and creative direction. Triggers on \"find me a UX/UI design agency for our SaaS product\", \"shortlist three brand-identity studios in NY\", \"packaging design firm for a CPG launch\", or \"pull contact info for these 10 design studio domains\", even when described indirectly (brand refresh, design our app, build our visual system). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Defer to find-marketing-agency for marketing-led engagements where design is one of several services. Defer to find-web-developer when the deliverable is a built website. Skip in-house designer hires, \"design me a logo\" DIY asks, design-software comparisons, consumer/personal-design (weddings, hobby projects), non-US firms, individual freelancers.","find-design-agency",{"claudeCode":12},"SKILL.md frontmatter at skills/find-design-agency/SKILL.md",[399],{"path":375,"priority":324},{"basePath":401,"description":402,"displayName":403,"installMethods":404,"rationale":405,"selectedPaths":406,"source":330,"sourceLanguage":18,"type":250},"skills/find-engineering-firm","Use whenever the user wants to find, shortlist, vet, or enrich US engineering firms — civil, structural, MEP, mechanical, electrical, geotechnical, transportation, environmental, and manufacturing. **For real-world engineering (buildings, infrastructure, manufacturing) — NOT software engineering.** Triggers on \"find civil engineering firms in Florida for transportation\", \"shortlist three structural engineering firms with high-rise experience\", \"MEP consultancy for a hospital project\", or \"pull contact info for these 12 engineering firm domains\", even when described indirectly (PE-stamped drawings, building-permit review). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Defer software-dev / \"engineering team\" / SaaS-architecture asks to find-software-developer. Skip in-house engineering-manager hires, DIY questions, software-product comparisons (Revit, AutoCAD), non-US firms, individual freelancers.","find-engineering-firm",{"claudeCode":12},"SKILL.md frontmatter at skills/find-engineering-firm/SKILL.md",[407],{"path":375,"priority":324},{"basePath":409,"description":410,"displayName":411,"installMethods":412,"rationale":413,"selectedPaths":414,"source":330,"sourceLanguage":18,"type":250},"skills/find-law-firm","Use whenever the user wants to find, shortlist, vet, or enrich US B2B law firms — corporate, IP/patent, M&A and securities, employment, commercial litigation, regulatory/compliance, data privacy/cyber, real estate, and tax. Triggers on \"find three boutique IP law firms in California\", \"shortlist M&A counsel for a Series-B fundraise\", \"patent prosecution for our hardware startup\", or \"pull contact info for these 10 law firm domains\", even when described indirectly (outside counsel, cap-table review, GDPR/SOC2 oversight). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Skip personal/consumer legal services where the user is the end client (divorce, personal injury, criminal defense, family law, estate planning, wills) — the catalog is B2B-only. Also skip in-house GC hires, \"is this NDA enforceable\" DIY questions, non-US firms, individual freelancers.","find-law-firm",{"claudeCode":12},"SKILL.md frontmatter at skills/find-law-firm/SKILL.md",[415],{"path":375,"priority":324},{"basePath":417,"description":418,"displayName":419,"installMethods":420,"rationale":421,"selectedPaths":422,"source":330,"sourceLanguage":18,"type":250},"skills/find-management-consultant","Use whenever the user wants to find, shortlist, vet, or enrich US management consultancies — strategy, operations, executive coaching, leadership development, org-development/change management, PMO/program management, sales/revenue operations consulting. Triggers on \"find me three top strategy consultancies in California\", \"shortlist boutique ops-consulting firms with healthcare experience\", \"we need an executive coach for our new CEO\", or \"pull contact info for these 10 consulting firm domains\", even when described indirectly (post-merger integration help, change-management partner, fractional COO). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Skip in-house strategy hires, \"help me build a strategy\" do-the-work asks, framework comparisons (Lean vs Agile, BCG matrix, etc.), academic/MBA-program questions, life/career coaching for individuals, non-US firms, individual freelancers.","find-management-consultant",{"claudeCode":12},"SKILL.md frontmatter at skills/find-management-consultant/SKILL.md",[423],{"path":375,"priority":324},{"basePath":425,"description":426,"displayName":427,"installMethods":428,"rationale":429,"selectedPaths":430,"source":330,"sourceLanguage":18,"type":250},"skills/find-marketing-agency","Use whenever the user wants to find, shortlist, vet, or enrich US marketing agencies — including branding, content marketing, PPC/paid media, social media, email marketing, performance/demand-gen, video production, and full-service digital agencies. Triggers on requests like \"shortlist three B2B branding agencies in California\", \"find a PPC shop with ecommerce experience\", \"we need a content marketing partner for a SaaS launch\", or \"pull contact info for these 12 agency domains\", even when the need is described indirectly. Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings, and third-party listings. Skip SEO-only asks (use find-seo-agency), web/software-development asks (use find-web-developer or find-software-developer), recruiting an in-house marketing hire, \"write me a marketing plan\" do-the-work asks, non-US firms, individual freelancers, marketing-software-product recommendations, and consumer/personal-brand asks.","find-marketing-agency",{"claudeCode":12},"SKILL.md frontmatter at skills/find-marketing-agency/SKILL.md",[431],{"path":375,"priority":324},{"basePath":433,"description":434,"displayName":435,"installMethods":436,"rationale":437,"selectedPaths":438,"source":330,"sourceLanguage":18,"type":250},"skills/find-pr-agency","Use whenever the user wants to find, shortlist, vet, or enrich US public-relations and communications agencies — media relations, crisis comms, investor relations (IR), product-launch PR, tech/startup PR, healthcare PR, B2B PR, public affairs, brand reputation, and internal communications. Triggers on \"find me a tech PR agency in NY\", \"shortlist three IR firms for our IPO\", \"we need crisis comms help for a brand reputation issue\", or \"pull contact info for these 10 PR firm domains\", even when described indirectly (we need press, get us into TechCrunch, manage our brand reputation). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Defer to find-marketing-agency when scope is broader marketing beyond PR/comms. Skip in-house PR/comms hires, \"write me a press release\" DIY asks, PR-software comparisons (Cision, Muck Rack), influencer-marketplace questions, non-US firms, individual freelance PR people.","find-pr-agency",{"claudeCode":12},"SKILL.md frontmatter at skills/find-pr-agency/SKILL.md",[439],{"path":375,"priority":324},{"basePath":441,"description":442,"displayName":443,"installMethods":444,"rationale":445,"selectedPaths":446,"source":330,"sourceLanguage":18,"type":250},"skills/find-recruiting-firm","Use whenever the user wants to find, shortlist, vet, or enrich US recruiting and staffing firms — executive search/retained search, RPO, tech/sales/healthcare recruiting, contingent/contract staffing, and temp staffing. Triggers on \"find me an executive search firm for a CFO search\", \"shortlist three retained-search boutiques in NY focused on tech\", \"we need RPO support for a 50-engineer hiring push\", or \"pull contact info for these 8 staffing firm domains\", even when described indirectly (need help hiring at scale, executive recruiter for senior roles). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Skip when the user wants to hire someone as their own employee (job-board questions, in-house recruiter hires, \"where should I post the role\"), individual job-seekers looking for recruiters to represent them, candidate-side career coaching, non-US firms, individual freelance recruiters.","find-recruiting-firm",{"claudeCode":12},"SKILL.md frontmatter at skills/find-recruiting-firm/SKILL.md",[447],{"path":375,"priority":324},{"basePath":449,"description":450,"displayName":451,"installMethods":452,"rationale":453,"selectedPaths":454,"source":330,"sourceLanguage":18,"type":250},"skills/find-seo-agency","Use whenever the user wants to find, shortlist, vet, or enrich US SEO agencies — technical SEO, on-page/off-page, link-building, content-led SEO, local SEO, ecommerce SEO, B2B SEO, and SEO audits. Triggers on \"find me an SEO agency in Texas\", \"shortlist three technical SEO consultancies for SaaS\", \"link-building and on-page for our ecommerce store\", or \"pull contact info for these 8 SEO firm domains\", even when described indirectly (organic traffic flat, improve Google rankings, search visibility). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings, third-party listings. Defer to find-marketing-agency when scope spans multiple marketing services beyond SEO. Skip SEM/PPC/paid-search asks, web-dev asks (use find-web-developer), \"how do I rank\" DIY questions, SEO tool recommendations (Ahrefs, Semrush), in-house SEO hires, non-US firms, individual freelancers.","find-seo-agency",{"claudeCode":12},"SKILL.md frontmatter at skills/find-seo-agency/SKILL.md",[455],{"path":375,"priority":324},{"basePath":457,"description":458,"displayName":459,"installMethods":460,"rationale":461,"selectedPaths":462,"source":330,"sourceLanguage":18,"type":250},"skills/find-service-providers","Use whenever the user wants to find, shortlist, vet, enrich, or research US professional-services firms — law, marketing, consulting, accounting, IT services, architecture, engineering, HR, PR, design, and similar B2B service providers. Triggers on requests like \"find me a PPC agency in California\", \"shortlist three boutique IP law firms\", \"build a longlist of 50 mid-size IT consultancies\", or \"here are 12 agency domains — pull contact info and confirm which are US-based\", even when the need is described indirectly without naming a category. Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog with filters for industry, services, location, size, ratings, and third-party listings. Skip when the user is asking for personal/consumer services for themselves (an individual's own legal, tax, or medical needs), non-US firms, individual freelancers, retail/ecommerce/SaaS-product companies, recruiting-an-employee tasks, or general web research that doesn't need a structured firm directory.","find-service-providers",{"claudeCode":12},"SKILL.md frontmatter at skills/find-service-providers/SKILL.md",[463],{"path":375,"priority":324},{"basePath":465,"description":466,"displayName":467,"installMethods":468,"rationale":469,"selectedPaths":470,"source":330,"sourceLanguage":18,"type":250},"skills/find-software-developer","Use whenever the user wants to find, shortlist, vet, or enrich US software development firms — custom software, web development, mobile app development, backend/API development, DevOps/cloud, system integration, and hosting. Triggers on \"find a software dev shop in Austin\", \"shortlist three custom-software firms with healthcare experience\", \"we need a mobile app developer for our iOS launch\", or \"pull contact info for these 10 dev shop domains\", even when described indirectly (build a tool, ship a feature, technical partner). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Defer to find-web-developer for strictly website/landing-page projects. Defer AI/ML, ML pipelines, model building, and data-engineering asks — those are a sibling industry, not software development. Skip in-house engineer hires, code-writing/debugging tasks, cloud-product comparisons, hardware/civil engineering, non-US firms, individual freelancers.","find-software-developer",{"claudeCode":12},"SKILL.md frontmatter at skills/find-software-developer/SKILL.md",[471],{"path":375,"priority":324},{"basePath":473,"description":474,"displayName":475,"installMethods":476,"rationale":477,"selectedPaths":478,"source":330,"sourceLanguage":18,"type":250},"skills/find-web-developer","Use whenever the user wants to find, shortlist, vet, or enrich US web development firms — building, refreshing, or rebuilding marketing sites, landing pages, ecommerce, WordPress/Webflow/Shopify, headless CMS, microsites, and web frontend work. Triggers on \"find a web developer for a marketing landing page\", \"shortlist three Webflow agencies in California\", \"rebuild our ecommerce site on Shopify\", or \"pull contact info for these 8 web dev shop domains\", even when described indirectly (redesign and rebuild our site, ship a microsite). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Defer to find-software-developer for custom backend/API/mobile/internal-tool work — anything beyond a website. Defer to find-marketing-agency when scope spans broader marketing beyond the build. Skip in-house web-engineer hires, \"how do I build X\" DIY questions, hosting/CMS-product comparisons, non-US firms, individual freelancers.","find-web-developer",{"claudeCode":12},"SKILL.md frontmatter at skills/find-web-developer/SKILL.md",[479],{"path":375,"priority":324},{"sources":481},[482],"manual",{"closedIssues90d":8,"description":484,"forks":237,"homepage":485,"license":242,"openIssues90d":8,"pushedAt":239,"readmeSize":235,"stars":240,"topics":486},"AI Agent skills for a structured catalog of 100k+ US professional-services firms","https://servicegraph.co",[487,488,489,490,491,492,493,278,494,495,496,497],"agent-skills","claude-plugins","claude-skills","mcp-server","ai-agents","b2b-data","openapi","vendor-discovery","claude-code-marketplace","claude-code-plugins","claude-code-skills",{"classifiedAt":499,"discoverAt":500,"extractAt":501,"githubAt":501,"updatedAt":499},1778694689983,1778694685569,1778694688073,[216,220,215,218,219,217,221],{"evaluatedAt":245,"extractAt":292,"updatedAt":504},1778695093587,[],[507,537,556,583,611,636],{"_creationTime":508,"_id":509,"community":510,"display":511,"identity":517,"providers":522,"relations":530,"tags":533,"workflow":534},1778691104676.0042,"k17c25w174y6873nhdh566etts86mv7m",{"reviewCount":8},{"description":512,"installMethods":513,"name":515,"sourceUrl":516},"Transform images with resize, crop, smart crop, upscale, remove background, and 20+ operations.",{"claudeCode":514},"iterationlayer/skills","Image Transformation API","https://github.com/iterationlayer/skills",{"basePath":518,"githubOwner":519,"githubRepo":520,"locale":18,"slug":521,"type":250},"skills/image-transformation-api","iterationlayer","skills","image-transformation-api",{"evaluate":523,"extract":529},{"promptVersionExtension":208,"promptVersionScoring":209,"score":524,"tags":525,"targetMarket":222,"tier":223},100,[526,527,528,220,216],"image","transformation","editing",{"commitSha":283,"license":242},{"parentExtensionId":531,"repoId":532},"k1721s0xmp59902ybtpakrrffn86n10s","kd76p4g2qmtrkgx99cnab3683d86n4g8",[216,220,528,526,527],{"evaluatedAt":535,"extractAt":536,"updatedAt":535},1778693613399,1778691104676,{"_creationTime":538,"_id":539,"community":540,"display":541,"identity":543,"providers":544,"relations":551,"tags":552,"workflow":553},1778694690188.7114,"k17f5djrtgcfht64yn209hdmqh86n8kv",{"reviewCount":8},{"description":386,"installMethods":542,"name":387,"sourceUrl":14},{"claudeCode":12},{"basePath":385,"githubOwner":248,"githubRepo":249,"locale":18,"slug":387,"type":250},{"evaluate":545,"extract":550},{"promptVersionExtension":208,"promptVersionScoring":209,"score":524,"tags":546,"targetMarket":222,"tier":223},[547,258,548,549,220,221],"cybersecurity","business","procurement",{"commitSha":283},{"parentExtensionId":253,"repoId":288},[220,548,547,549,221,258],{"evaluatedAt":554,"extractAt":292,"updatedAt":555},1778694766522,1778695093938,{"_creationTime":557,"_id":558,"community":559,"display":560,"identity":566,"providers":569,"relations":576,"tags":578,"workflow":579},1778692220267.4014,"k173ztaywbkajjk9gqy90n98fx86mnzf",{"reviewCount":8},{"description":561,"installMethods":562,"name":564,"sourceUrl":565},"Search and book flights across 180+ airlines with zero markup — $20–50 cheaper than OTAs. Returns raw airline prices via local connectors (Ryanair, EasyJet, Wizz Air, Southwest, AirAsia, and 175+ more). Use when user asks to \"find flights\", \"search flights\", \"book a flight\", \"compare airline prices\", \"find cheap flights\", \"fly from X to Y\", \"find connections\", \"find layover options\", or any flight-related travel query. Do NOT use for hotel-only searches, car rentals, or non-flight travel bookings.",{"claudeCode":563},"LetsFG/LetsFG","flight-search","https://github.com/LetsFG/LetsFG",{"basePath":567,"githubOwner":568,"githubRepo":568,"locale":18,"slug":564,"type":250},"skills/flight-search","LetsFG",{"evaluate":570,"extract":575},{"promptVersionExtension":208,"promptVersionScoring":209,"score":524,"tags":571,"targetMarket":222,"tier":223},[572,573,574,220,221],"flights","travel","booking",{"commitSha":283},{"repoId":577},"kd7d4mhwkp3k1m28hz28hyn2dd86mm88",[220,574,572,221,573],{"evaluatedAt":580,"extractAt":581,"updatedAt":582},1778692265291,1778692220267,1778692489923,{"_creationTime":584,"_id":585,"community":586,"display":587,"identity":593,"providers":597,"relations":605,"tags":607,"workflow":608},1778696691708.2996,"k175z5j3knm69exj7qpfwy3e1586nh3w",{"reviewCount":8},{"description":588,"installMethods":589,"name":591,"sourceUrl":592},"Vector embeddings with HNSW indexing, sql.js persistence, and hyperbolic support. 75x faster with agentic-flow integration. Use when: semantic search, pattern matching, similarity queries, knowledge retrieval. Skip when: exact text matching, simple lookups, no semantic understanding needed.\n",{"claudeCode":590},"ruvnet/ruflo","embeddings","https://github.com/ruvnet/ruflo",{"basePath":594,"githubOwner":595,"githubRepo":596,"locale":18,"slug":591,"type":250},".agents/skills/embeddings","ruvnet","ruflo",{"evaluate":598,"extract":604},{"promptVersionExtension":208,"promptVersionScoring":209,"score":212,"tags":599,"targetMarket":222,"tier":223},[591,600,601,602,216,221,603],"vector-search","hnsw","sql-js","retrieval",{"commitSha":283},{"repoId":606},"kd7ed28gj8n0y3msk5dzrp05zs86nqtc",[216,591,601,603,221,602,600],{"evaluatedAt":609,"extractAt":610,"updatedAt":609},1778698905205,1778696691708,{"_creationTime":612,"_id":613,"community":614,"display":615,"identity":619,"providers":622,"relations":631,"tags":633,"workflow":634},1778696691708.3274,"k170az7r02e9e2v47mpy80kx6n86nff3",{"reviewCount":8},{"description":616,"installMethods":617,"name":618,"sourceUrl":592},"Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy",{"claudeCode":590},"Trader Regime",{"basePath":620,"githubOwner":595,"githubRepo":596,"locale":18,"slug":621,"type":250},"plugins/ruflo-neural-trader/skills/trader-regime","trader-regime",{"evaluate":623,"extract":630},{"promptVersionExtension":208,"promptVersionScoring":209,"score":524,"tags":624,"targetMarket":222,"tier":223},[625,626,627,216,628,629],"finance","trading","market-analysis","typescript","cli",{"commitSha":283,"license":242},{"parentExtensionId":632,"repoId":606},"k17drge8h1fgzchr0p4jaeg33n86mwmy",[216,629,625,627,626,628],{"evaluatedAt":635,"extractAt":610,"updatedAt":635},1778701108877,{"_creationTime":637,"_id":638,"community":639,"display":640,"identity":646,"providers":650,"relations":656,"tags":659,"workflow":660},1778693539593.1863,"k173a67a16bpq0e29wjd85v71986nx03",{"reviewCount":8},{"description":641,"installMethods":642,"name":644,"sourceUrl":645},"Domain knowledge for AI trading memory — Outcome-Weighted Memory (OWM) architecture, 5 memory types, recall scoring, and behavioral analysis. Use when recording trades, recalling similar contexts, analyzing performance, or checking behavioral drift. Triggers on \"record trade\", \"remember trade\", \"recall\", \"similar trades\", \"performance\", \"behavioral\", \"disposition\", \"affective state\", \"confidence\".",{"claudeCode":643},"mnemox-ai/tradememory-protocol","trading-memory","https://github.com/mnemox-ai/tradememory-protocol",{"basePath":647,"githubOwner":648,"githubRepo":649,"locale":18,"slug":644,"type":250},"tradememory-plugin/skills/trading-memory","mnemox-ai","tradememory-protocol",{"evaluate":651,"extract":655},{"promptVersionExtension":208,"promptVersionScoring":209,"score":524,"tags":652,"targetMarket":222,"tier":223},[626,216,653,625,654],"memory","python",{"commitSha":283},{"parentExtensionId":657,"repoId":658},"k170vxkqee48k2xq1v55a025nh86nzn7","kd73z11kfekksxyrs8ds0snacs86ncdy",[216,625,653,654,626],{"evaluatedAt":661,"extractAt":662,"updatedAt":663},1778693719816,1778693539593,1778693833320]