codewhale/docs/RUNTIME_API.md

Runtime API & Integration Contract

DeepSeek TUI exposes a local runtime API through deepseek serve --http and machine-readable health via deepseek doctor --json. This document is the stable integration contract for native macOS workbench applications (and other local supervisors) that embed the DeepSeek engine without screen-scraping terminal output.

Architecture

macOS workbench (or any local supervisor)
        │
        ├─ deepseek doctor --json   → machine-readable health & capability
        ├─ deepseek serve --http    → HTTP/SSE runtime API
        ├─ deepseek serve --mcp     → MCP stdio server
        └─ deepseek [args]          → interactive TUI session

The engine runs as a local-only process. All APIs bind to localhost by default. No hosted relay, no provider-token custody, no secret leakage.

Capability endpoint: deepseek doctor --json

Returns a JSON object describing the current installation's readiness state. Suitable for health-check polling from a macOS workbench.

deepseek doctor --json

Response schema (key fields)

Field	Type	Description
version	string	Installed version (e.g. "0.8.9")
config_path	string	Resolved config file path
config_present	bool	Whether the config file exists
workspace	string	Default workspace directory
api_key.source	string	env, config, or missing
base_url	string	API base URL
default_text_model	string	Default model
memory.enabled	bool	Whether the memory feature is on
memory.path	string	Path to memory file
memory.file_present	bool	Whether memory file exists
mcp.config_path	string	MCP config file path
mcp.present	bool	Whether MCP config exists
mcp.servers	array	Per-server health: {name, enabled, status, detail}
skills.selected	string	Resolved skills directory
skills.global.path / .present / .count	—	Global skills dir
skills.agents.path / .present / .count	—	.agents/skills/ dir
skills.local.path / .present / .count	—	skills/ dir
skills.opencode.path / .present / .count	—	.opencode/skills/ dir
skills.claude.path / .present / .count	—	.claude/skills/ dir
tools.path / .present / .count	—	Global tools directory
plugins.path / .present / .count	—	Global plugins directory
sandbox.available	bool	Whether sandbox is supported on this OS
sandbox.kind	string or null	Sandbox kind (e.g. "macos_seatbelt")
storage.spillover.path / .present / .count	—	Tool output spillover dir
storage.stash.path / .present / .count	—	Composer stash

Example

{
  "version": "0.8.9",
  "config_path": "/Users/you/.deepseek/config.toml",
  "config_present": true,
  "workspace": "/Users/you/projects/deepseek-tui",
  "api_key": {
    "source": "env"
  },
  "base_url": "https://api.deepseek.com",
  "default_text_model": "deepseek-v4-pro",
  "memory": {
    "enabled": false,
    "path": "/Users/you/.deepseek/memory.md",
    "file_present": true
  },
  "mcp": {
    "config_path": "/Users/you/.deepseek/mcp.json",
    "present": true,
    "servers": [
      {"name": "filesystem", "enabled": true, "status": "ok", "detail": "ready"}
    ]
  },
  "sandbox": {
    "available": true,
    "kind": "macos_seatbelt"
  }
}

HTTP/SSE runtime API: deepseek serve --http

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

Defaults: host 127.0.0.1, port 7878, 2 workers (clamped 1–8).

The server binds to localhost by default. Configuration is via CLI flags — there is no [app_server] config section.

Endpoints

Health

• GET /health

Sessions (legacy session manager)

• GET /v1/sessions?limit=50&search=<substring>
• GET /v1/sessions/{id}
• DELETE /v1/sessions/{id}
• POST /v1/sessions/{id}/resume-thread

Threads (durable runtime data model)

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

Turns (within a thread)

• 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 (manual compaction)

Events (SSE replay + live stream)

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

Compatibility stream (one-shot, backwards-compatible)

• POST /v1/stream

Tasks (durable background work)

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

Automations (scheduled recurring work)

• 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

Introspection

• GET /v1/workspace/status
• GET /v1/skills
• GET /v1/apps/mcp/servers
• GET /v1/apps/mcp/tools?server=<optional>

Runtime data model

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

• ThreadRecord — id, created_at, updated_at, model, workspace, mode, task_id, coherence_state, system_prompt, 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, metadata

Events are append-only with a global monotonic seq for replay/resume.

Restart semantics

• If the process restarts while a turn or item is queued or in_progress, the recovered record is marked interrupted with an "Interrupted by process restart" error.
• Task execution performs its own recovery on top of the same persisted thread/turn store.

Approval model

• The auto_approve flag applies to the runtime approval bridge and engine tool context. When enabled for a thread/turn/task, approval-required tools are auto-approved in the non-interactive runtime path, shell safety checks run in auto-approved mode, and spawned sub-agents inherit that setting.
• When omitted, auto_approve defaults to false.

SSE event stream

The SSE event 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, coherence.state.

Security boundary

• Localhost only. The server binds to 127.0.0.1 by default. Set --host 0.0.0.0 only when you have a reverse-proxy / VPN that authenticates — there is no built-in auth, user isolation, or TLS.
• No provider-token custody. The server never returns the API key. The api_key.source capability field reports env, config, or missing — never the key itself.
• No hosted relay. The app-server is a local process under the user's control. There is no cloud component.
• Capability responses never leak secrets, file contents, or session message bodies. They report metadata: presence, counts, status flags.

Session lifecycle (native UI supervision)

Operation	Endpoint
List sessions	GET /v1/sessions
Get session	GET /v1/sessions/{id}
Delete session	DELETE /v1/sessions/{id}
Resume into thread	POST /v1/sessions/{id}/resume-thread
Create thread	POST /v1/threads
List threads	GET /v1/threads
Attach to events	GET /v1/threads/{id}/events?since_seq=0
Send message	POST /v1/threads/{id}/turns
Steer	POST /v1/threads/{id}/turns/{turn_id}/steer
Interrupt	POST /v1/threads/{id}/turns/{turn_id}/interrupt
Compact	POST /v1/threads/{id}/compact

Compatibility tests

Contract snapshots live in crates/protocol/tests/. Run:

cargo test -p deepseek-protocol --test parity_protocol --locked

This validates that the app-server's event schema hasn't drifted from the documented contract. CI runs this on every push to main and on release tags.