Sunny Yuen Query API

openapi: 3.2.0
info:
  title: Resume Agent Query API
  description: Query a candidate's professional profile. Use queryProfile for natural language questions, matchJob to score against a job description, and the GET endpoints for structured profile data.
  version: 1.0.0
servers:
- url: https://agent.yuens.me
tags:
- name: Query
paths:
  /query:
    post:
      operationId: queryProfile
      summary: Ask a question about the candidate
      description: Ask any natural language question about the candidate's skills, experience, projects, background, or behavioral tendencies. Use this for conversational questions like "What is your TypeScript experience?" or "How do you approach testing?"
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - question
              properties:
                question:
                  type: string
                  description: The question to ask about the candidate
                context:
                  type: string
                  description: Optional extra context (e.g. role being hired for)
      responses:
        '200':
          description: Answer grounded in the candidate's profile data
          content:
            application/json:
              schema:
                type: object
                properties:
                  answer:
                    type: string
                  confidence:
                    type: string
                    enum:
                    - high
                    - medium
                    - low
                  sources:
                    type: array
                    items:
                      type: string
                  project_slugs:
                    type: array
                    items:
                      type: string
                  publications:
                    type: array
                    description: Published pieces this answer cites, resolved server-side from the profile record — follow canonical_url to read the piece. Empty when the answer cites none.
                    items:
                      type: object
                      properties:
                        slug:
                          type: string
                        title:
                          type: string
                        platform:
                          type: string
                        canonical_url:
                          type: string
                        date:
                          type: string
                  follow_up_suggestions:
                    type: array
                    items:
                      type: string
                  action_intent:
                    type: object
                    nullable: true
                    description: Set when the question requested the job-match/résumé-tailoring action rather than a narrated answer. Null otherwise.
                    properties:
                      tool:
                        type: string
                    required:
                    - tool
                  fit_question:
                    type: boolean
                    description: True when the question asked about the candidate's fit/suitability for a role and was answered in prose (narrate-first). Clients with an interactive fit-check flow should offer it as an explicit follow-up when this is true.
      tags:
      - Query