codewhale/docs/RUNTIME_API.md

Runtime API (HTTP/SSE)

DeepSeek CLI can expose a local runtime API for external clients:

deepseek serve --http --host 127.0.0.1 --port 7878 --workers 2

Defaults:

• bind: 127.0.0.1:7878
• workers: 2 (clamped to 1..8)

Security Model (Local-First)

• The server is designed for trusted local use.
• There is no built-in auth, user isolation, or TLS termination.
• Do not expose this API directly to untrusted networks.
• If remote access is required, place it behind your own authenticated reverse proxy/VPN.

Runtime Data Model

The runtime uses a durable Thread/Turn/Item lifecycle.

• ThreadRecord
  • id, created_at, updated_at
  • model, workspace, mode
  • latest_turn_id, latest_response_bookmark, archived
• TurnRecord
  • id, thread_id
  • status: queued|in_progress|completed|failed|interrupted|canceled
  • timestamps, duration, usage, error summary
• TurnItemRecord
  • id, turn_id
  • kind: user_message|agent_message|tool_call|file_change|command_execution|context_compaction|status|error
  • lifecycle status: queued|in_progress|completed|failed|interrupted|canceled

The event log is append-only with global monotonic seq for replay/resume.

Endpoints

Health and Session

• GET /health
• GET /v1/sessions?limit=50&search=<substring>
• GET /v1/workspace/status
• GET /v1/skills
• GET /v1/apps/mcp/servers
• GET /v1/apps/mcp/tools?server=<optional>

Compatibility Stream (Single Turn)

• POST /v1/stream

Backwards-compatible one-shot SSE wrapper. Internally creates an archived runtime thread+turn.

Request body:

{
  "prompt": "Summarize recent commits",
  "model": "deepseek-reasoner",
  "mode": "agent",
  "workspace": ".",
  "allow_shell": false,
  "trust_mode": false,
  "auto_approve": true
}

Typical SSE events:

• turn.started
• message.delta
• tool.started
• tool.progress
• tool.completed
• approval.required
• sandbox.denied
• status
• error
• turn.completed
• done

Thread Lifecycle

• POST /v1/threads
• GET /v1/threads?limit=50&include_archived=false
• GET /v1/threads/summary?limit=50&search=<optional>&include_archived=false
• GET /v1/threads/{id}
• PATCH /v1/threads/{id} (currently supports { "archived": true|false })
• POST /v1/threads/{id}/resume
• POST /v1/threads/{id}/fork

Create thread request example:

{
  "model": "deepseek-reasoner",
  "workspace": ".",
  "mode": "agent",
  "allow_shell": false,
  "trust_mode": false,
  "auto_approve": true,
  "archived": false
}

Turn Lifecycle

• POST /v1/threads/{id}/turns
• POST /v1/threads/{id}/turns/{turn_id}/steer
• POST /v1/threads/{id}/turns/{turn_id}/interrupt
• POST /v1/threads/{id}/compact

Notes:

• Only one active turn is allowed per thread (409 Conflict on overlap).
• interrupt returns quickly and marks turn.interrupt_requested.
• Terminal turn status becomes interrupted only after cleanup completes.
• Manual compaction is exposed as a turn with context_compaction item lifecycle events.
• Archiving/unarchiving threads updates persisted thread state and emits thread.updated.

Replayable Events

• GET /v1/threads/{id}/events?since_seq=<u64>

Returns SSE replay backlog, then live events for that thread.

SSE payload shape:

{
  "seq": 42,
  "timestamp": "2026-02-11T20:18:49.123Z",
  "thread_id": "thr_1234abcd",
  "turn_id": "turn_5678efgh",
  "item_id": "item_90ab12cd",
  "event": "item.delta",
  "payload": {
    "delta": "partial output",
    "kind": "agent_message"
  }
}

Common event names:

• thread.started
• thread.forked
• turn.started
• turn.lifecycle
• turn.steered
• turn.interrupt_requested
• turn.completed
• item.started
• item.delta
• item.completed
• item.failed
• item.interrupted
• approval.required
• sandbox.denied

Compaction visibility:

• auto compaction emits item.started/item.completed with item kind context_compaction and auto=true
• manual compaction emits the same with auto=false

Background Tasks

• GET /v1/tasks
• POST /v1/tasks
• GET /v1/tasks/{id}
• POST /v1/tasks/{id}/cancel

Tasks execute through the same runtime thread/turn pipeline and include:

• linked thread_id / turn_id
• runtime event count
• timeline + tool summaries + artifact references

Automations

• GET /v1/automations
• POST /v1/automations
• GET /v1/automations/{id}
• PATCH /v1/automations/{id}
• DELETE /v1/automations/{id}
• POST /v1/automations/{id}/run
• POST /v1/automations/{id}/pause
• POST /v1/automations/{id}/resume
• GET /v1/automations/{id}/runs?limit=20

RRULE support is intentionally constrained to:

• hourly: FREQ=HOURLY;INTERVAL=<hours>[;BYDAY=MO,TU,...]
• weekly: FREQ=WEEKLY;BYDAY=...;BYHOUR=<0-23>;BYMINUTE=<0-59>

Automations are persisted under ~/.deepseek/automations (override with DEEPSEEK_AUTOMATIONS_DIR). Each run is executed as a normal background task and links to task/thread/turn ids.

Persistence

Runtime store (default under task data root):

• runtime/threads/*.json
• runtime/turns/*.json
• runtime/items/*.json
• runtime/events/{thread_id}.jsonl
• runtime/state.json (monotonic sequence)

Task store:

• default ~/.deepseek/tasks (override with DEEPSEEK_TASKS_DIR)

Both runtime and task state are restart-safe.