generated: '2026-08-14'
method: searched
note: >-
  Seamless.AI publishes its own Agent Skill, discovered via the skills[0].url on its A2A agent card
  and saved verbatim. The two API Evangelist skills below are generated and cover the REST pipeline
  operation-by-operation, grounded in operationIds verified present in the provider's OpenAPI.
skills:
  - file: seamless-ai-provider-published-skill.md
    name: Seamless
    method: searched
    source: https://docs.seamless.ai/.well-known/agent-skills/seamless/skill.md
    http_status: 200
    fetched: '2026-08-14'
    first_party: true
    discovered_via: a2a/seamless-ai-agent-card.json (skills[0].url)
    description: >-
      Provider-authored skill covering the full product: authentication, the search → research →
      retrieve flow, poll status values, rate limits and credits, the 54-tool MCP surface, decision
      guidance (search vs research-without-search, webhooks vs polling, org-data vs research), 11
      common gotchas and a verification checklist. Saved verbatim; not edited.
  - file: seamless-ai-enrich-contacts.md
    name: Enrich contacts with Seamless.AI
    method: generated
    api: openapi/_original/seamless-ai-public-api-openapi-original.json
    operations: [searchContacts, researchContacts, pollContactsResearchResults]
    description: >-
      Search contacts by filter, submit for enrichment, and collect verified emails and phones by
      polling — with the credit, rate-limit and poll-status rules an agent needs to not burn credits.
  - file: seamless-ai-enrich-companies.md
    name: Enrich companies with Seamless.AI
    method: generated
    api: openapi/_original/seamless-ai-public-api-openapi-original.json
    operations: [searchCompanies, researchCompanies, pollCompanyResearchResults, getCompanies]
    description: >-
      Search companies by firmographics, funding and news signals, enrich them, and pull already-
      researched accounts back for free with getCompanies.
grounding:
  spec: openapi/_original/seamless-ai-public-api-openapi-original.json
  verified_operation_ids:
    - searchContacts
    - searchCompanies
    - researchContacts
    - researchCompanies
    - pollContactsResearchResults
    - pollCompanyResearchResults
    - getContacts
    - getCompanies
    - getAccessToken
  note: All nine operationIds in the published spec; no skill step references an invented operation.