[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-nostrband-find-ai-consultancy-de":3,"guides-for-nostrband-find-ai-consultancy":508,"similar-k17d7p05gfbnjfpb1bmg2fkxq586mx1d-de":509},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":245,"isFallback":230,"parentExtension":250,"providers":308,"relations":312,"repo":314,"tags":505,"workflow":506},1778694987559.3528,"k17d7p05gfbnjfpb1bmg2fkxq586mx1d",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"Nutzen Sie dies, wenn der Benutzer US-amerikanische KI/ML/Datenberatungsfirmen (Beratungsunternehmen) finden, zusammenstellen, prüfen oder anreichern möchte – KI/ML-Entwicklung, MLOps, generative KI / LLM-Anwendungen (RAG, Chatbots, Agenten), Computer Vision, NLP, Empfehlungssysteme, Datenengineering, BI/Analyse. Löst bei „finde eine KI/ML-Beratungsfirma, die unsere Empfehlungsmaschine erstellt“, „stelle drei RAG/LLM-Beratungsfirmen für einen Enterprise-Chatbot zusammen“, „vergleiche drei KI/ML-Beratungsfirmen mit guten Bewertungen“ oder „ziehe Kontaktinformationen für diese 8 KI-Beratungsdomänen ab“, auch wenn sie indirekt beschrieben werden (wir wollen KI für X nutzen, ML in Produktion bringen). Steuert die ServiceGraph API (api.servicegraph.co) – einen Katalog mit über 100.000 US-Firmen, filterbar nach Branche, Dienstleistungen, Standort, Größe, Bewertungen. Verweisen Sie für allgemeine App-/Backend-Arbeiten, bei denen KI nur ein Feature ist, auf find-software-developer. Überspringen Sie interne ML/Daten-Einstellungen, LLM/KI-Tool-Vergleiche (ChatGPT vs Claude), „wie passe ich X an“-DIY-Fragen, KI-Kurse für Einzelpersonen, nicht-US-Firmen, einzelne Freiberufler.",{"claudeCode":12},"nostrband/ServiceGraph","find-ai-consultancy","https://github.com/nostrband/ServiceGraph",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":228,"workflow":243},1778694987559.353,"kn77zcgtswgzpre30x4qbr08e586m7ah","de",{"checks":20,"evaluatedAt":195,"extensionSummary":196,"features":197,"nonGoals":203,"promptVersionExtension":208,"promptVersionScoring":209,"purpose":210,"rationale":211,"score":212,"summary":213,"tags":214,"tier":222,"useCases":223},[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","Die Beschreibung definiert klar den Zweck, die Zielbenutzer und spezifische Anwendungsfälle für die Suche nach KI/ML-Beratungsfirmen, einschließlich expliziter Nicht-Ziele und Auslöser.",{"category":22,"check":27,"severity":24,"summary":28},"Concise Frontmatter","Das Frontmatter ist prägnant, in sich geschlossen und fasst die Kernfunktionalität und Auslöser effektiv innerhalb der ersten 160 Zeichen zusammen.",{"category":30,"check":31,"severity":24,"summary":32},"Documentation","Concise Body","Der SKILL.md-Body ist prägnant, unter 500 Zeilen, und verweist dem Prinzip der progressiven Offenlegung entsprechend angemessen auf separate Dateien für detailliertere Materialien.",{"category":34,"check":35,"severity":24,"summary":36},"Context","Progressive Disclosure","Der SKILL.md umreißt den gesamten Ablauf und verlinkt zu `references/` für detaillierte Unteraufgaben, was eine gute progressive Offenlegung zeigt.",{"category":34,"check":38,"severity":39,"summary":40},"Forked exploration","not_applicable","Diese Fähigkeit beinhaltet keine tiefgehende Erkundung oder Code-Überprüfung, die einen 'context: fork' erfordern würde.",{"category":42,"check":43,"severity":24,"summary":44},"Practical Utility","Usage examples","Es werden ausreichende End-to-End-Beispiele bereitgestellt, die Eingabe, Aufruf und erwartete Ausgabe für verschiedene Suchszenarien demonstrieren.",{"category":42,"check":46,"severity":24,"summary":47},"Edge cases","Die Dokumentation beschreibt Fehlerfälle wie 'filter_parse_error', 'unauthorized' und 'not_found', einschließlich Wiederherstellungsschritte.",{"category":49,"check":50,"severity":39,"summary":51},"Code Execution","Tool Fallback","Die Fähigkeit verwendet nur Claude-interne Werkzeuge und ist nicht auf externe MCP-Server angewiesen, daher ist kein Fallback erforderlich.",{"category":53,"check":54,"severity":24,"summary":55},"Portability","Stack assumptions","Die Fähigkeit gibt ihre Stack-Annahmen und Voraussetzungen klar an, wie die Verwendung von Standard-Shell-Befehlen und die Angabe von Laufzeitanforderungen.",{"category":57,"check":58,"severity":24,"summary":59},"Safety","Halt on unexpected state","Der SKILL.md weist den Agenten an, bei unerwarteten Vorzustandsbedingungen abzubrechen und zu berichten, um einen sicheren Workflow zu gewährleisten.",{"category":53,"check":61,"severity":24,"summary":62},"Cross-skill coupling","Die Fähigkeit ist in sich geschlossen und definiert ihren Umfang klar, wobei sie explizit auf Geschwisterfähigkeiten verweist, wenn nötig, ohne implizite Kopplung.",{"category":42,"check":64,"severity":24,"summary":65},"Problem relevance","Die Beschreibung nennt sofort das konkrete Problem der Suche nach US-KI/ML-Beratungsfirmen und die spezifische Benutzerabsicht.",{"category":42,"check":67,"severity":24,"summary":68},"Unique selling proposition","Die Fähigkeit bietet einen erheblichen Mehrwert gegenüber einer einfachen Eingabeaufforderung, indem sie eine strukturierte API mit spezifischen Filtern und einem kuratierten Katalog nutzt.",{"category":42,"check":70,"severity":24,"summary":71},"Production readiness","Die Fähigkeit ist produktionsreif und deckt den gesamten Lebenszyklus des Findens, Zusammenstellens und Anreicherns von Firmendaten über die ServiceGraph API ab.",{"category":73,"check":74,"severity":24,"summary":75},"Scope","Single responsibility principle","Die Fähigkeit hat eine einzige, gut definierte Verantwortung: die Suche nach KI/ML-Beratungsfirmen über die ServiceGraph API.",{"category":73,"check":77,"severity":24,"summary":78},"Description quality","Die angezeigte Beschreibung spiegelt die Funktionalität, den Umfang und die Grenzen der Fähigkeit genau wider, wie im Quelltext detailliert.",{"category":22,"check":80,"severity":24,"summary":81},"Scoped tools","Die Fähigkeit nutzt gescoptete Werkzeuge, die direkt auf API-Endpunkte abgebildet werden, und vermeidet allgemeine Befehlsausführung.",{"category":30,"check":83,"severity":24,"summary":84},"Configuration & parameter reference","Alle API-Parameter und Filter-DSL-Komponenten sind gut dokumentiert, einschließlich verfügbarer Operatoren und Beispiele.",{"category":73,"check":86,"severity":24,"summary":87},"Tool naming","Die Werkzeuge sind beschreibend benannt und spiegeln oft die REST-Endpunkte wider, die sie umschließen (z. B. list_tags, search_firms).",{"category":73,"check":89,"severity":24,"summary":90},"Minimal I/O surface","Die Eingabefilter sind strukturiert und die Ausgaben liefern relevante Firmendaten ohne überflüssige Diagnoseinformationen.",{"category":92,"check":93,"severity":24,"summary":94},"License","License usability","Die MIT-Lizenz ist in einer LICENSE-Datei und im README klar deklariert und erlaubt eine breite Nutzbarkeit.",{"category":96,"check":97,"severity":24,"summary":98},"Maintenance","Commit recency","Der letzte Commit war am 7. Mai 2026, was auf kürzliche Wartungsaktivitäten hindeutet.",{"category":96,"check":100,"severity":39,"summary":101},"Dependency Management","Die Fähigkeit scheint keine Drittanbieter-Abhängigkeiten außer Standard-HTTP-Clients zu verwenden.",{"category":103,"check":104,"severity":24,"summary":105},"Security","Secret Management","Die Fähigkeit weist Benutzer korrekt an, das SERVICEGRAPH_TOKEN über Shell-Dispatch oder OTP-Erfassung zu verwalten, und verhindert so dessen Offenlegung gegenüber der LLM.",{"category":103,"check":107,"severity":24,"summary":108},"Injection","Die Fähigkeit verwendet strukturierte API-Aufrufe und eine DSL für Filter, wodurch Injektionsrisiken durch Benutzereingaben gemindert werden.",{"category":103,"check":110,"severity":24,"summary":111},"Transitive Supply-Chain Grenades","Die Fähigkeit stützt sich auf direkte API-Aufrufe und ruft zur Laufzeit keinen externen Code oder Inhalte ab oder führt diese aus.",{"category":103,"check":113,"severity":24,"summary":114},"Sandbox Isolation","Die Fähigkeit interagiert mit einer externen API und modifiziert keine lokalen Dateien oder operiert außerhalb ihres definierten Bereichs.",{"category":103,"check":116,"severity":24,"summary":117},"Sandbox escape primitives","Es gibt keine abgetrennten Prozess-Spawns oder Deny-Retry-Schleifen in der dokumentierten Nutzung oder den Anweisungen der Fähigkeit.",{"category":103,"check":119,"severity":24,"summary":120},"Data Exfiltration","Die ausgehenden Aufrufe der Fähigkeit sind dokumentiert und beziehen sich auf API-Interaktionen; es wird keine Exfiltration sensibler Daten angezeigt.",{"category":103,"check":122,"severity":24,"summary":123},"Hidden Text Tricks","Die gebündelten Inhalte und Beschreibungen sind frei von versteckten Steuerungs-Tricks, HTML-Kommentaren oder unsichtbaren Unicode-Zeichen.",{"category":125,"check":126,"severity":24,"summary":127},"Hooks","Opaque code execution","Die Fähigkeit stützt sich auf Standard-API-Interaktionen und Shell-Dispatch, ohne undurchsichtige Codeausführungsmethoden wie eval oder base64-Payloads.",{"category":53,"check":129,"severity":24,"summary":130},"Structural Assumption","Die Fähigkeit trifft keine Annahmen über die Projektstruktur des Benutzers und erfordert nur eine funktionierende Shell-Umgebung für API-Aufrufe.",{"category":132,"check":133,"severity":24,"summary":134},"Trust","Issues Attention","Es gibt 0 offene und 0 geschlossene Probleme in den letzten 90 Tagen, was auf einen gut gepflegten oder ruhigen Projektstatus hindeutet.",{"category":136,"check":137,"severity":24,"summary":138},"Versioning","Release Management","Eine aussagekräftige Version (0.2) ist im SKILL.md-Frontmatter deklariert.",{"category":140,"check":141,"severity":24,"summary":142},"Execution","Validation","Die DSL für Filter ist gut definiert und die API bietet Validierung über `/v1/check`, um eine robuste Eingabeverarbeitung zu gewährleisten.",{"category":103,"check":144,"severity":24,"summary":145},"Unguarded Destructive Operations","Die Fähigkeit ist schreibgeschützt und führt keine destruktiven Operationen durch, daher ist kein Bestätigungs-Gate erforderlich.",{"category":49,"check":147,"severity":24,"summary":148},"Error Handling","Die Dokumentation listet API-Fehlercodes und erwartetes Verhalten klar auf, was dem Agenten eine sinnvolle Fehlerbehandlung ermöglicht.",{"category":49,"check":150,"severity":39,"summary":151},"Logging","Die Fähigkeit führt keine destruktiven Aktionen oder ausgehenden Aufrufe durch, die eine lokale Audit-Protokollierung erfordern würden.",{"category":153,"check":154,"severity":24,"summary":155},"Compliance","GDPR","Die Fähigkeit arbeitet mit Firmendaten und verarbeitet keine personenbezogenen Daten; jede vom Benutzer für OTP bereitgestellte E-Mail wird sicher von der API verarbeitet.",{"category":153,"check":157,"severity":24,"summary":158},"Target market","Die Fähigkeit zielt ausdrücklich auf US-Firmen ab und ist ansonsten global anwendbar, ohne regionale Einschränkungen.",{"category":53,"check":160,"severity":24,"summary":161},"Runtime stability","Die Fähigkeit stützt sich auf Standard-Shell-Befehle und die ServiceGraph API, was eine breite Laufzeitstabilität in POSIX-kompatiblen Umgebungen gewährleistet.",{"category":30,"check":163,"severity":24,"summary":164},"README","Die README-Datei bietet einen umfassenden Überblick, Installationsanweisungen und Details zu verfügbaren Fähigkeiten.",{"category":73,"check":166,"severity":24,"summary":167},"Tool surface size","Die Fähigkeit stellt eine angemessene Anzahl von Werkzeugen zur Verfügung, die direkt den API-Funktionalitäten entsprechen, ohne übermäßigen Ballast.",{"category":22,"check":169,"severity":24,"summary":170},"Overlapping near-synonym tools","Die Werkzeuge entsprechen unterschiedlichen API-Endpunkten und weisen keine überlappende, fast synonyme Funktionalität auf.",{"category":30,"check":172,"severity":24,"summary":173},"Phantom features","Alle beworbenen Funktionen in der README und SKILL.md entsprechen implementierten API-Interaktionen.",{"category":175,"check":176,"severity":24,"summary":177},"Install","Installation instruction","Die README enthält klare Installationsanweisungen und kopierbare Aufrufbeispiele, einschließlich Anleitungen zur Authentifizierungseinrichtung.",{"category":179,"check":180,"severity":24,"summary":181},"Errors","Actionable error messages","Die Dokumentation listet API-Fehlercodes auf und schlägt Abhilfemaßnahmen vor, um umsetzbare Anleitungen zu geben.",{"category":140,"check":183,"severity":39,"summary":184},"Pinned dependencies","Die Fähigkeit bündelt keine Skripte mit spezifischen Interpreter- oder Side-Effect-Deklarationen, sondern stützt sich auf externe CLI-Tools.",{"category":73,"check":186,"severity":39,"summary":187},"Dry-run preview","Die Fähigkeit ist schreibgeschützt und führt keine zustandsverändernden Operationen durch, daher ist ein Trockenlaufmodus nicht anwendbar.",{"category":189,"check":190,"severity":24,"summary":191},"Protocol","Idempotent retry & timeouts","Die Fähigkeit stützt sich auf die API für Ratenbegrenzung und Fehlerbehandlung, und ihre Operationen sind von Natur aus idempotent oder schreibgeschützt.",{"category":153,"check":193,"severity":24,"summary":194},"Telemetry opt-in","Die Fähigkeit sendet keine Telemetriedaten; jegliche Benutzerinteraktion für OTP wird direkt von der ServiceGraph API gehandhabt.",1778694731210,"Diese Fähigkeit nutzt die ServiceGraph API, um US-amerikanische KI/ML- und Datenberatungsfirmen zu suchen, zusammenzustellen und detaillierte Informationen abzurufen. Sie deckt eine breite Palette von KI/ML-Dienstleistungen ab und enthält robuste Anleitungen zur API-Nutzung, Authentifizierung und Fehlerbehandlung.",[198,199,200,201,202],"Finde KI/ML/Datenberatungsfirmen","Stelle Firmen zusammen und vergleiche sie","Reichere Firmendaten mit Kontaktdaten an","Filtere nach Branche, Dienstleistungen und Bewertungen","Behandelt verschiedene KI/ML-Teilgebiete (LLM, RAG, CV, NLP usw.)",[204,205,206,207],"Allgemeine App-/Backend-Entwicklung, bei der KI ein Feature ist.","KI-Kurse für Verbraucher oder Produktvergleiche.","DIY-Coding-Aufgaben oder Empfehlungen für interne Einstellungen.","Nicht-US-Firmen oder einzelne Freiberufler.","3.0.0","4.4.0","Zur effizienten Entdeckung, Überprüfung und Beschaffung von Kontaktinformationen für US-amerikanische KI/ML- und Datenberatungsfirmen für Geschäftsbeschaffungszwecke.","Die Erweiterung weist über alle Kategorien hinweg eine außergewöhnliche Qualität auf, mit einem Fokus auf präzise Dokumentation, robuste Fehlerbehandlung und sichere API-Interaktion. Alle Prüfungen wurden mit hoher Zuverlässigkeit bestanden.",99,"Eine qualitativ hochwertige Fähigkeit zum Finden und Anreichern von US-KI/ML-Beratungsfirmen über die ServiceGraph API.",[215,216,217,218,219,220,221],"consulting","ai","ml","data","firms","api","search","verified",[224,225,226,227],"Finde eine Beratungsfirma, die eine Empfehlungsmaschine erstellt.","Stelle RAG/LLM-Beratungsfirmen für einen Enterprise-Chatbot zusammen.","Vergleiche KI/ML-Firmen anhand von Bewertungen und Kundentypen.","Rufe Kontaktinformationen für spezifische KI-Beratungsdomänen ab.",{"codeQuality":229,"collectedAt":231,"documentation":232,"maintenance":235,"security":240,"testCoverage":242},{"hasLockfile":230},false,1778694719003,{"descriptionLength":233,"readmeSize":234},1017,14153,{"closedIssues90d":8,"forks":236,"hasChangelog":230,"manifestVersion":237,"openIssues90d":8,"pushedAt":238,"stars":239},1,"0.2",1778155912000,161,{"hasNpmPackage":230,"license":241,"smitheryVerified":230},"MIT",{"hasCi":230,"hasTests":230},{"updatedAt":244},1778694987559,{"basePath":246,"githubOwner":247,"githubRepo":248,"locale":18,"slug":13,"type":249},"skills/find-ai-consultancy","nostrband","ServiceGraph","skill",{"_creationTime":251,"_id":252,"community":253,"display":254,"identity":258,"parentExtension":262,"providers":295,"relations":303,"tags":304,"workflow":305},1778694690188.7107,"k170hexh2b1y2ab8gj4acbt6t186mmhn",{"reviewCount":8},{"description":255,"installMethods":256,"name":257,"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 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},"SKILL.md frontmatter at skills/find-ai-consultancy/SKILL.md",[377],{"path":378,"priority":326},"SKILL.md",{"basePath":380,"description":381,"displayName":382,"installMethods":383,"rationale":384,"selectedPaths":385,"source":332,"sourceLanguage":260,"type":249},"skills/find-cpa-firm","Use whenever the user wants to find, shortlist, vet, or enrich US accounting and tax firms (CPA firms) — financial-statement audit, SOC 1/2 audit, corporate tax, bookkeeping for businesses, advisory/fractional CFO, M&A diligence, 409A valuations, R&D tax credits, IPO readiness, sales-and-use tax. 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",[386],{"path":378,"priority":326},{"basePath":388,"description":389,"displayName":390,"installMethods":391,"rationale":392,"selectedPaths":393,"source":332,"sourceLanguage":260,"type":249},"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",[394],{"path":378,"priority":326},{"basePath":396,"description":397,"displayName":398,"installMethods":399,"rationale":400,"selectedPaths":401,"source":332,"sourceLanguage":260,"type":249},"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",[402],{"path":378,"priority":326},{"basePath":404,"description":405,"displayName":406,"installMethods":407,"rationale":408,"selectedPaths":409,"source":332,"sourceLanguage":260,"type":249},"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",[410],{"path":378,"priority":326},{"basePath":412,"description":413,"displayName":414,"installMethods":415,"rationale":416,"selectedPaths":417,"source":332,"sourceLanguage":260,"type":249},"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",[418],{"path":378,"priority":326},{"basePath":420,"description":421,"displayName":422,"installMethods":423,"rationale":424,"selectedPaths":425,"source":332,"sourceLanguage":260,"type":249},"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",[426],{"path":378,"priority":326},{"basePath":428,"description":429,"displayName":430,"installMethods":431,"rationale":432,"selectedPaths":433,"source":332,"sourceLanguage":260,"type":249},"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",[434],{"path":378,"priority":326},{"basePath":436,"description":437,"displayName":438,"installMethods":439,"rationale":440,"selectedPaths":441,"source":332,"sourceLanguage":260,"type":249},"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",[442],{"path":378,"priority":326},{"basePath":444,"description":445,"displayName":446,"installMethods":447,"rationale":448,"selectedPaths":449,"source":332,"sourceLanguage":260,"type":249},"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",[450],{"path":378,"priority":326},{"basePath":452,"description":453,"displayName":454,"installMethods":455,"rationale":456,"selectedPaths":457,"source":332,"sourceLanguage":260,"type":249},"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",[458],{"path":378,"priority":326},{"basePath":460,"description":461,"displayName":462,"installMethods":463,"rationale":464,"selectedPaths":465,"source":332,"sourceLanguage":260,"type":249},"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",[466],{"path":378,"priority":326},{"basePath":468,"description":469,"displayName":470,"installMethods":471,"rationale":472,"selectedPaths":473,"source":332,"sourceLanguage":260,"type":249},"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",[474],{"path":378,"priority":326},{"basePath":476,"description":477,"displayName":478,"installMethods":479,"rationale":480,"selectedPaths":481,"source":332,"sourceLanguage":260,"type":249},"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",[482],{"path":378,"priority":326},{"sources":484},[485],"manual",{"closedIssues90d":8,"description":487,"forks":236,"homepage":488,"license":241,"openIssues90d":8,"pushedAt":238,"readmeSize":234,"stars":239,"topics":489},"AI Agent skills for a structured catalog of 100k+ US professional-services firms","https://servicegraph.co",[490,491,492,493,494,495,496,278,497,498,499,500],"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":502,"discoverAt":503,"extractAt":504,"githubAt":504,"updatedAt":502},1778694689983,1778694685569,1778694688073,[216,220,215,218,219,217,221],{"evaluatedAt":507,"extractAt":293,"updatedAt":244},1778694731317,[],[510,540,561,589,617,642],{"_creationTime":511,"_id":512,"community":513,"display":514,"identity":520,"providers":525,"relations":533,"tags":536,"workflow":537},1778691104676.0042,"k17c25w174y6873nhdh566etts86mv7m",{"reviewCount":8},{"description":515,"installMethods":516,"name":518,"sourceUrl":519},"Transform images with resize, crop, smart crop, upscale, remove background, and 20+ operations.",{"claudeCode":517},"iterationlayer/skills","Image Transformation API","https://github.com/iterationlayer/skills",{"basePath":521,"githubOwner":522,"githubRepo":523,"locale":260,"slug":524,"type":249},"skills/image-transformation-api","iterationlayer","skills","image-transformation-api",{"evaluate":526,"extract":532},{"promptVersionExtension":208,"promptVersionScoring":209,"score":527,"tags":528,"targetMarket":282,"tier":222},100,[529,530,531,220,216],"image","transformation","editing",{"commitSha":284,"license":241},{"parentExtensionId":534,"repoId":535},"k1721s0xmp59902ybtpakrrffn86n10s","kd76p4g2qmtrkgx99cnab3683d86n4g8",[216,220,531,529,530],{"evaluatedAt":538,"extractAt":539,"updatedAt":538},1778693613399,1778691104676,{"_creationTime":541,"_id":542,"community":543,"display":544,"identity":547,"providers":548,"relations":555,"tags":557,"workflow":558},1778695005403.4326,"k17fzykpkr0hpnvstm0t2rkkbn86mggp",{"reviewCount":8},{"description":545,"installMethods":546,"name":390,"sourceUrl":14},"Verwenden Sie dies immer, wenn der Benutzer US-amerikanische Cybersicherheitsfirmen finden, eine engere Auswahl treffen, prüfen oder anreichern möchte – Penetrationstests/Red Teaming, Sicherheitsüberprüfungen, vCISO, SOC 2-Bereitschaft, Incident Response, Managed SOC, IAM, Cloud Security und AppSec. Löst bei Suchen wie „Finden Sie mir eine Pen-Testing-Firma für unsere SOC 2-Prüfung“, „Erstellen Sie eine engere Auswahl von drei vCISO-Diensten für unser Healthcare-Tech-Startup“, „Wir benötigen einen Incident-Response-Vertrag“ oder „Rufen Sie Kontaktinformationen für diese 8 Sicherheitsfirmen-Domains ab“, auch wenn diese indirekt beschrieben werden (wir wurden kompromittiert, bereiten Sie uns auf die Compliance-Prüfung vor, machen Sie uns SOC 2-fit). Treibt die ServiceGraph API (api.servicegraph.co) an – ein Katalog mit über 100.000 US-Firmen, filterbar nach Branche, Dienstleistungen, Standort, Größe, Bewertungen. Fragen zu internen Sicherheitseinstellungen, „Wie patche ich CVE-X“ oder „Konfigurieren Sie Firewall Y“ DIY-Fragen, Sicherheits-Produktbewertungen (CrowdStrike vs. SentinelOne usw.), allgemeine Sicherheitswissensfragen, Verbraucher-/persönliche Sicherheitsratschläge, Nicht-US-Firmen, einzelne Freiberufler und Bug-Bounty-Jäger werden übersprungen.",{"claudeCode":12},{"basePath":388,"githubOwner":247,"githubRepo":248,"locale":18,"slug":390,"type":249},{"evaluate":549,"extract":554},{"promptVersionExtension":208,"promptVersionScoring":209,"score":527,"tags":550,"targetMarket":282,"tier":222},[551,257,552,553,220,221],"cybersecurity","business","procurement",{"commitSha":284},{"parentExtensionId":252,"repoId":289,"translatedFrom":556},"k17f5djrtgcfht64yn209hdmqh86n8kv",[220,552,551,553,221,257],{"evaluatedAt":559,"extractAt":293,"updatedAt":560},1778694766522,1778695005403,{"_creationTime":562,"_id":563,"community":564,"display":565,"identity":571,"providers":574,"relations":581,"tags":584,"workflow":585},1778692367380.5425,"k17ewp96bkmptk0x0knyktvaj186nsa9",{"reviewCount":8},{"description":566,"installMethods":567,"name":569,"sourceUrl":570},"Flugsuche und -buchung über 180 Fluggesellschaften ohne Aufschlag – 20–50 USD günstiger als OTAs. Liefert Rohpreise von Fluggesellschaften über lokale Konnektoren (Ryanair, EasyJet, Wizz Air, Southwest, AirAsia und über 175 weitere). Verwenden Sie dies, wenn der Benutzer nach „Flüge suchen“, „Flüge buchen“, „Flugpreise vergleichen“, „günstige Flüge finden“, „von X nach Y fliegen“, „Verbindungen finden“, „Zwischenstoppoptionen finden“ oder einer anderen flugbezogenen Reiseanfrage fragt. NICHT für reine Hotelsuchen, Mietwagen oder Buchungen außerhalb von Flügen verwenden.",{"claudeCode":568},"LetsFG/LetsFG","flight-search","https://github.com/LetsFG/LetsFG",{"basePath":572,"githubOwner":573,"githubRepo":573,"locale":18,"slug":569,"type":249},"skills/flight-search","LetsFG",{"evaluate":575,"extract":580},{"promptVersionExtension":208,"promptVersionScoring":209,"score":527,"tags":576,"targetMarket":282,"tier":222},[577,578,579,220,221],"flights","travel","booking",{"commitSha":284},{"repoId":582,"translatedFrom":583},"kd7d4mhwkp3k1m28hz28hyn2dd86mm88","k173ztaywbkajjk9gqy90n98fx86mnzf",[220,579,577,221,578],{"evaluatedAt":586,"extractAt":587,"updatedAt":588},1778692265291,1778692220267,1778692367380,{"_creationTime":590,"_id":591,"community":592,"display":593,"identity":599,"providers":603,"relations":611,"tags":613,"workflow":614},1778696691708.2996,"k175z5j3knm69exj7qpfwy3e1586nh3w",{"reviewCount":8},{"description":594,"installMethods":595,"name":597,"sourceUrl":598},"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":596},"ruvnet/ruflo","embeddings","https://github.com/ruvnet/ruflo",{"basePath":600,"githubOwner":601,"githubRepo":602,"locale":260,"slug":597,"type":249},".agents/skills/embeddings","ruvnet","ruflo",{"evaluate":604,"extract":610},{"promptVersionExtension":208,"promptVersionScoring":209,"score":212,"tags":605,"targetMarket":282,"tier":222},[597,606,607,608,216,221,609],"vector-search","hnsw","sql-js","retrieval",{"commitSha":284},{"repoId":612},"kd7ed28gj8n0y3msk5dzrp05zs86nqtc",[216,597,607,609,221,608,606],{"evaluatedAt":615,"extractAt":616,"updatedAt":615},1778698905205,1778696691708,{"_creationTime":618,"_id":619,"community":620,"display":621,"identity":625,"providers":628,"relations":637,"tags":639,"workflow":640},1778696691708.3274,"k170az7r02e9e2v47mpy80kx6n86nff3",{"reviewCount":8},{"description":622,"installMethods":623,"name":624,"sourceUrl":598},"Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy",{"claudeCode":596},"Trader Regime",{"basePath":626,"githubOwner":601,"githubRepo":602,"locale":260,"slug":627,"type":249},"plugins/ruflo-neural-trader/skills/trader-regime","trader-regime",{"evaluate":629,"extract":636},{"promptVersionExtension":208,"promptVersionScoring":209,"score":527,"tags":630,"targetMarket":282,"tier":222},[631,632,633,216,634,635],"finance","trading","market-analysis","typescript","cli",{"commitSha":284,"license":241},{"parentExtensionId":638,"repoId":612},"k17drge8h1fgzchr0p4jaeg33n86mwmy",[216,635,631,633,632,634],{"evaluatedAt":641,"extractAt":616,"updatedAt":641},1778701108877,{"_creationTime":643,"_id":644,"community":645,"display":646,"identity":652,"providers":656,"relations":662,"tags":666,"workflow":667},1778693819124.3687,"k177re651qqdxa2pxznqy4qzx186mgmm",{"reviewCount":8},{"description":647,"installMethods":648,"name":650,"sourceUrl":651},"Domänenwissen für die KI-Trading-Erinnerung – Outcome-Weighted Memory (OWM)-Architektur, 5 Speichertypen, Abrufbewertung und Verhaltensanalyse. Verwenden Sie dies beim Aufzeichnen von Trades, beim Abrufen ähnlicher Kontexte, bei der Leistungsanalyse oder bei der Überprüfung von Verhaltensabweichungen. Löst bei \"record trade\", \"remember trade\", \"recall\", \"similar trades\", \"performance\", \"behavioral\", \"disposition\", \"affective state\", \"confidence\" aus.",{"claudeCode":649},"mnemox-ai/tradememory-protocol","trading-memory","https://github.com/mnemox-ai/tradememory-protocol",{"basePath":653,"githubOwner":654,"githubRepo":655,"locale":18,"slug":650,"type":249},"tradememory-plugin/skills/trading-memory","mnemox-ai","tradememory-protocol",{"evaluate":657,"extract":661},{"promptVersionExtension":208,"promptVersionScoring":209,"score":527,"tags":658,"targetMarket":282,"tier":222},[632,216,659,631,660],"memory","python",{"commitSha":284},{"parentExtensionId":663,"repoId":664,"translatedFrom":665},"k170vxkqee48k2xq1v55a025nh86nzn7","kd73z11kfekksxyrs8ds0snacs86ncdy","k173a67a16bpq0e29wjd85v71986nx03",[216,631,659,660,632],{"evaluatedAt":668,"extractAt":669,"updatedAt":670},1778693719816,1778693539593,1778693819124]