> ## Documentation Index
> Fetch the complete documentation index at: https://starforge.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Admin Workers Health

> 后台角色心跳（仅反映**本实例**）。

排查「作业一直卡在 QUEUED / RUNNING 不转终态 / 配额不释放」时先看这里：
leader 锁在 Redis 降级时返回「谁都不是 leader」，四个 worker 会一起安静
停摆 —— 没有异常也没有堆栈，日志里只有一句和调度不相干的降级警告。

inprocess_workers=false 时本实例的列表本来就应该是空的：角色跑在独立的
server.worker 进程里，要看那边的心跳。

Unlike `workers`, `projections` is cross-instance: the numbers come from the
database, so they hold whichever replica reconciles. A heartbeat only says a
tick ran here; it cannot say the projection caught up. A reconciler that
ticks on schedule but fails every listing keeps a healthy heartbeat while
every row ages.



## OpenAPI

````yaml /api-reference/openapi.json get /api/admin/workers
openapi: 3.1.0
info:
  title: StarForge Console
  description: >-
    The StarForge control plane. Everything the `sf` CLI and the web console do
    goes through this API, and so can your own tooling.


    Authenticate with a bearer token from `POST /api/auth/login` or a CLI device
    flow; see the Authentication page for how to get one and how long it lasts.
  version: 0.3.15
servers:
  - url: https://{host}
    description: Your StarForge deployment
    variables:
      host:
        default: starforge.your-company.com
        description: >-
          The domain your administrator gave you, without a scheme or trailing
          slash.
security: []
tags:
  - name: auth
    description: >-
      Log in, exchange a CLI device code, and inspect the current identity.
      Everything else on this API needs a bearer token from here.
  - name: profile
    description: >-
      The signed-in user's own account: quota, tokens, preferences, and
      notification settings.
  - name: projects
    description: >-
      Projects group runs the way `starforge.yaml` names them. A run belongs to
      exactly one.
  - name: experiments
    description: >-
      Read the experiment definitions the console found in the configured
      repository.
  - name: submit
    description: >-
      Admit a JobSpec. This is what `sf submit` calls: the catalog handshake,
      quota check, and preflight all happen here, and a rejection names the gate
      that refused it.
  - name: jobs
    description: >-
      Everything about a job after it is admitted: status, logs, metrics,
      samples, artifacts, and the pause/resume/stop controls.
  - name: runs
    description: >-
      Finished work, addressed by run id. A run outlives the job that produced
      it.
  - name: ingest
    description: >-
      The endpoints training code reports to. `starforge.report` speaks this;
      you only call it directly when writing an adapter for a framework the
      catalog does not cover.
  - name: datasets
    description: >-
      Versioned dataset upload, listing, and metadata. Protected datasets expose
      identity and schema here but never their records.
  - name: volumes
    description: Governed directories of files a job may mount read-only.
  - name: environments
    description: >-
      Agent RL environments: their manifests, versions, and upload URLs. A
      taskset is never returned.
  - name: benchmarks
    description: >-
      The benchmark catalog, the score matrix across runs, and externally scored
      evaluations.
  - name: rubrics
    description: >-
      Written scoring standards, their revisions, and which runs cited which
      version.
  - name: judge
    description: >-
      The LLM-judge endpoint a training job calls to score a rollout.
      OpenAI-compatible.
  - name: models
    description: >-
      The model registry: register a version, promote it, archive it, read its
      card.
  - name: model-deployments
    description: >-
      Managed model versions serving application traffic: revisions, promotion,
      rollback, suspension, and deployment tokens.
  - name: inference
    description: >-
      OpenAI-compatible inference against a promoted deployment revision. This
      is the endpoint applications call.
  - name: playground
    description: >-
      Short-lived serving sessions for human evaluation. Distinct from a
      deployment: a session expires, a deployment does not.
  - name: reflow
    description: >-
      The governed path from a deployment's production traffic back to the
      training data of its next version.
  - name: annotate
    description: 'Preference annotation: pull a batch, push judgements, read progress.'
  - name: plugins
    description: Installed plugins and the extension shelf the console renders.
  - name: diagnosis
    description: >-
      Automated analysis of a finished or failed run, and the accumulated
      project memory it draws on.
  - name: approvals
    description: 'Approval requests: an escalation path, one level deep, with a record.'
  - name: billing
    description: >-
      What the GPU-hours cost. One price on top of the hours the usage page
      already shows.
  - name: teams
    description: 'Teams: the unit capacity is budgeted to. A department, not a tenant.'
  - name: agent
    description: >-
      Submit plans: a proposed submission a human approves or rejects before it
      becomes a job.
  - name: share
    description: >-
      Public, revocable read-only links to a job or a comparison. The
      `/api/share/{token}` routes need no bearer token, which is the point.
  - name: notifications
    description: The signed-in user's notification feed.
  - name: search
    description: Cross-surface search over jobs, runs, datasets, and models.
  - name: sandbox
    description: >-
      Execute model-generated code in a throwaway container with no GPU and no
      network.
  - name: uploads
    description: >-
      Resumable upload sessions used by dataset, environment, and plugin
      publishing.
  - name: integrations-hf
    description: Hugging Face account linking and repository push.
  - name: mcp
    description: Model Context Protocol access information and per-user tool settings.
  - name: mcp-oauth
    description: >-
      OAuth metadata, authorization, token exchange, and dynamic client
      registration for MCP clients.
  - name: cluster
    description: Live capacity and node state across the fleets.
  - name: fleets
    description: >-
      Registered execution backends and the machines in them. Reading is open to
      every user; creating a fleet, minting a join token and draining a node are
      admin-only. Joining is authorized by the join token alone.
  - name: admin
    description: >-
      User, role, quota, hardware, schedule, integration, and settings
      administration. Admin role required.
  - name: tasks
    description: >-
      Scheduled platform maintenance tasks: what they are, when they last ran,
      and running one now.
  - name: report
    description: The rendered daily report page.
  - name: health
    description: Liveness and version. Unauthenticated.
paths:
  /api/admin/workers:
    get:
      tags:
        - admin
      summary: Admin Workers Health
      description: >-
        后台角色心跳（仅反映**本实例**）。


        排查「作业一直卡在 QUEUED / RUNNING 不转终态 / 配额不释放」时先看这里：

        leader 锁在 Redis 降级时返回「谁都不是 leader」，四个 worker 会一起安静

        停摆 —— 没有异常也没有堆栈，日志里只有一句和调度不相干的降级警告。


        inprocess_workers=false 时本实例的列表本来就应该是空的：角色跑在独立的

        server.worker 进程里，要看那边的心跳。


        Unlike `workers`, `projections` is cross-instance: the numbers come from
        the

        database, so they hold whichever replica reconciles. A heartbeat only
        says a

        tick ran here; it cannot say the projection caught up. A reconciler that

        ticks on schedule but fails every listing keeps a healthy heartbeat
        while

        every row ages.
      operationId: admin_workers_health_api_admin_workers_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/WorkersHealthOut'
      security:
        - HTTPBearer: []
components:
  schemas:
    WorkersHealthOut:
      properties:
        inprocess_workers:
          type: boolean
          title: Inprocess Workers
        redis_configured:
          type: boolean
          title: Redis Configured
        workers:
          items:
            $ref: '#/components/schemas/WorkerHealthOut'
          type: array
          title: Workers
          default: []
        projections:
          items:
            $ref: '#/components/schemas/ProjectionHealthOut'
          type: array
          title: Projections
          default: []
      type: object
      required:
        - inprocess_workers
        - redis_configured
      title: WorkersHealthOut
      description: |-
        后台 worker 健康。

        leader 锁在 Redis 降级时返回「谁都不是 leader」，四个 worker 会一起安静停摆：
        没有异常、没有堆栈，出队循环只是每轮 continue。这个端点让那种停摆看得见。
    WorkerHealthOut:
      properties:
        role:
          type: string
          title: Role
        is_leader:
          type: boolean
          title: Is Leader
          default: false
        seconds_since_success:
          anyOf:
            - type: number
            - type: 'null'
          title: Seconds Since Success
        consecutive_leader_misses:
          type: integer
          title: Consecutive Leader Misses
          default: 0
        last_error:
          anyOf:
            - type: string
            - type: 'null'
          title: Last Error
      type: object
      required:
        - role
      title: WorkerHealthOut
      description: 单个后台角色在**本实例**上的心跳。
    ProjectionHealthOut:
      properties:
        kind:
          type: string
          title: Kind
        entries:
          type: integer
          title: Entries
          default: 0
        oldest_synced_at:
          anyOf:
            - type: string
            - type: 'null'
          title: Oldest Synced At
        seconds_since_oldest_sync:
          anyOf:
            - type: number
            - type: 'null'
          title: Seconds Since Oldest Sync
        interval_s:
          type: number
          title: Interval S
          default: 0
        stale:
          type: boolean
          title: Stale
          default: false
      type: object
      required:
        - kind
      title: ProjectionHealthOut
      description: >-
        How far behind the object-store projection for one kind has fallen.


        The heartbeats above only say whether a tick ran on this instance. They

        cannot say whether the projection is actually current: a reconciler that

        ticks but fails every listing keeps a healthy heartbeat while every row
        goes

        stale, and the datasets page quietly serves an older world.
  securitySchemes:
    HTTPBearer:
      type: http
      scheme: bearer

````