Agent skill · marketing growth · jeremylongshore
find-ai-consultancy
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.
Why this skill is useful
Provides access to a specialized API for finding and vetting AI/ML consulting firms that the AI wouldn't generate on its own.
What it needs
Requires curl installed locally. Requires servicegraph account access. About 8k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
find-ai-consultancy Overview Drive the ServiceGraph API (https://api.servicegraph.co) to find, shortlist, and enrich US AI/ML and data consultancies via the proservices dataset. The catalog tags firms with industry:dataaiconsulting and a 4-tag service sub-taxonomy: ai-ml-development (the largest at ~12k firms), data-analytics, cloud-services, and api-integration. There is no data-engineering or business-intelligence sub-tag — data-analytics covers both. Confirm exact tag names via /v1/datasets/proservices/fields?includevalues=1. Always pin industry:dataaiconsulting. This skill exists to do that automatically — the user shouldn't have to think about catalog taxonomy. Any HTTP client works (curl, fetch, requests). Examples below use curl. Sibling skills — defer when scope is different General application or backend dev that uses AI as a feature (e.g. "build us a SaaS with an AI chatbot tab") → find-software-developer. Web/site projects that include some AI → find-web-developer. AI-related marketing or content → find-marketing-agency. This skill is for engagements where the AI/ML/data work IS the deliverable. When NOT to use this skill Consumer AI courses or learning ("find me an online course to learn ML"). AI/LLM product comparisons ("ChatGPT vs Claude vs Gemini", "Cursor vs Copilot"). DIY/code tasks ("how do I fine-tune Llama", "review this PyTorch loop"). In-house ML/data hires (Machine Learning Engineer, Data Scientist). Generic AI knowledge questions. Non-US firms / individual freelance ML engineers. Prerequisites ServiceGraph access, either: the ServiceGraph MCP server (https://mcp.servicegraph.co) loaded in your harness — this plugin's .mcp.json wires it up; OAuth 2.1 + PKCE keeps credentials in the harness sandbox — or a ServiceGraph API key (vk…, minted at <https://servicegraph.co/profile/api-keys>) available as SERVICEGRAPHAPIKEY in the environment or .env.local for the REST path (setup steps under Auth below). …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/find-ai-consultancy