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turnstone/docs/api-reference.md
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Patrick Buckley 9be155b97a Quality overhaul: code tooling, CI/CD, architecture diagrams, UI rede… (#1)
* Quality overhaul: code tooling, CI/CD, architecture diagrams, UI redesign, and legacy cleanup

- Add ruff (lint+format) and mypy (strict) with zero errors across 37 source files
- Add GitHub Actions CI (lint, typecheck, test matrix 3.11/3.12/3.13) and PyPI publish workflow
- Create 12 PlantUML architecture diagrams with PNG renders covering all subsystems
- Refresh README and docs with badges, diagram links, and current descriptions
- Refactor test_server_live.py with mock streaming helpers for deterministic CI testing
- Update dependencies to current versions (openai>=2.24, httpx>=0.28, redis>=7.2)

Console dashboard:
- Move state indicators from top cards to fixed bottom status bar with cluster metrics
- Replace flat 50-node list with hostname-prefix grouped nodes (expand/collapse, up to 1000)
- Apply "Instrument Panel" visual redesign: IBM Plex Mono + Outfit fonts, warm amber accent,
  LED glow state indicators, deep charcoal surfaces, WCAG AA contrast compliance
- Add render cache, stale indicator, active filter highlight, loading states

Server web UI:
- Apply matching Instrument Panel aesthetic for visual consistency with console
- Fix branding (pcode → turnstone), extract inline styles to CSS classes
- Rename pcode localStorage keys and history state to turnstone

Legacy cleanup:
- Remove persona-model-specific --persona flag and /persona slash command
- Remove model_identity from chat_template_kwargs (vLLM-specific mechanism)
- Refactor plan agent to use standard developer message instead of model_identity
- Remove dead code (unused date/has_tools variables, noqa suppressions)

* Fix CI typecheck: add mypy overrides for optional sympy/numpy imports

The math sandbox optionally imports sympy and numpy at runtime (try/except
ImportError). In CI these packages are not installed, so mypy raises
import-not-found rather than import-untyped. Add mypy overrides to
ignore missing imports for these optional dependencies.

* Fix Copilot review findings: ARIA role, status bar cache, and pulse opacity

- Change #node-table from role="tree" to role="list" and group elements
  from role="treeitem" to role="listitem" (proper ARIA semantics)
- Include currentView and currentFilter.state in renderStatusBar cache key
  so active pill highlight updates when switching views
- Align pulse animation to 0.35 opacity (already applied in CSS)
2026-03-02 16:55:12 -08:00

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# turnstone Web Server API Reference
## Overview
> See also: [MQ Protocol diagram](diagrams/png/06-mq-protocol.png) | [Message Routing diagram](diagrams/png/07-message-routing.png) | [Redis Key Schema diagram](diagrams/png/08-redis-key-schema.png)
`turnstone-server` exposes a browser-based chat UI backed by a Python stdlib HTTP
server (`socketserver.ThreadingMixIn` + `http.server.HTTPServer`). The server
uses **Server-Sent Events (SSE)** for real-time streaming and **HTTP POST** for
user actions.
All API responses use `Content-Type: application/json` unless otherwise noted.
CORS headers (`Access-Control-Allow-Origin: *`) are included on every response.
The server supports multiple concurrent **workstreams** (tabs), each backed by
an independent `ChatSession` and event queue.
---
## Endpoints
### `GET /`
Serves the embedded single-page application (HTML, CSS, and JavaScript inlined
in a single document). The SPA connects to the SSE and POST endpoints listed
below.
**Response:** `text/html; charset=utf-8`
---
### `GET /api/events?ws_id=<id>`
Opens a Server-Sent Events stream scoped to a single workstream. The connection
remains open indefinitely; the server pushes events as they occur.
**Query parameters:**
| Parameter | Type | Required | Description |
|-----------|--------|----------|----------------------------|
| `ws_id` | string | yes | Workstream identifier |
**Error:** Returns `404` with `{"error": "Unknown workstream"}` if `ws_id` is
not recognized.
#### Connection lifecycle
1. **`connected`** -- sent immediately on connect.
```json
{
"type": "connected",
"model": "kappa_20b_131k",
"skip_permissions": false
}
```
`skip_permissions` reflects the workstream's current auto-approve state. It is
`true` if the server was started with `--skip-permissions` or if the user chose
"Always approve" via the approval prompt during the session.
2. **`history`** -- replays the full conversation history so the client can
rebuild its UI.
```json
{
"type": "history",
"messages": [
{"role": "user", "content": "Hello"},
{"role": "assistant", "content": "Hi there!", "tool_calls": null},
{"role": "tool", "content": "..."}
]
}
```
Each message in the `messages` array has:
| Field | Type | Description |
|--------------|-------------------|-----------------------------------------------|
| `role` | string | `"user"`, `"assistant"`, or `"tool"` |
| `content` | string or null | Text content of the message |
| `tool_calls` | array or null | Present only on assistant messages with calls |
Each entry in `tool_calls`:
| Field | Type | Description |
|-------------|--------|------------------------------------|
| `name` | string | Function name (e.g. `"bash"`) |
| `arguments` | string | JSON-encoded argument string |
#### Streaming events
After the initial `connected` and `history` frames, the server streams
real-time events as the model generates a response:
**`thinking_start`** -- the model has begun generating (shown as a spinner).
```json
{"type": "thinking_start"}
```
**`thinking_stop`** -- the spinner phase is over.
```json
{"type": "thinking_stop"}
```
**`reasoning`** -- a chunk of chain-of-thought reasoning text.
```json
{"type": "reasoning", "text": "Let me think about this..."}
```
**`content`** -- a chunk of the assistant's visible reply.
```json
{"type": "content", "text": "Here is the answer: "}
```
**`stream_end`** -- the model has finished generating. The client should
finalize any in-progress assistant message.
```json
{"type": "stream_end"}
```
**`tool_info`** -- one or more tool calls that were auto-approved (no user
action required).
```json
{
"type": "tool_info",
"items": [
{
"header": "bash: ls -la",
"preview": "",
"func_name": "bash",
"approval_label": "bash",
"needs_approval": false,
"error": null
}
]
}
```
**`approve_request`** -- one or more tool calls that require user approval. The
client must respond via `POST /api/approve`.
```json
{
"type": "approve_request",
"items": [
{
"header": "bash: rm -rf /tmp/build",
"preview": "",
"func_name": "bash",
"approval_label": "bash",
"needs_approval": true,
"error": null
}
]
}
```
Each item in `items` (shared by `tool_info` and `approve_request`):
| Field | Type | Description |
|------------------|-------------|--------------------------------------------------|
| `header` | string | Human-readable header line for the tool call |
| `preview` | string | Diff or argument preview (may be empty) |
| `func_name` | string | Function name (e.g. `"bash"`, `"edit_file"`) |
| `approval_label` | string | Display label for the approval prompt |
| `needs_approval` | bool | Whether this call requires explicit approval |
| `error` | string/null | Error description if the call was malformed |
**`tool_result`** -- output from a completed tool execution.
```json
{"type": "tool_result", "name": "bash", "output": "file1.py\nfile2.py\n"}
```
**`status`** -- token usage statistics, sent after each model turn.
```json
{
"type": "status",
"prompt_tokens": 1024,
"completion_tokens": 256,
"total_tokens": 1280,
"context_window": 131072,
"pct": 1.0,
"effort": "medium"
}
```
| Field | Type | Description |
|---------------------|--------|----------------------------------------------|
| `prompt_tokens` | int | Tokens in the prompt |
| `completion_tokens` | int | Tokens generated by the model |
| `total_tokens` | int | `prompt_tokens + completion_tokens` |
| `context_window` | int | Total context window size in tokens |
| `pct` | float | Percentage of context window used |
| `effort` | string | Reasoning effort level (`low`/`medium`/`high`) |
**`plan_review`** -- the model is proposing a plan and wants feedback. The
client must respond via `POST /api/plan`.
```json
{"type": "plan_review", "content": "Step 1: ...\nStep 2: ..."}
```
**`info`** -- an informational message (e.g. command output).
```json
{"type": "info", "message": "Session cleared."}
```
**`error`** -- an error message.
```json
{"type": "error", "message": "Error: connection timed out"}
```
**`busy_error`** -- sent when a new message arrives while the model is already
processing.
```json
{"type": "busy_error", "message": "Already processing a request. Please wait."}
```
**`clear_ui`** -- instructs the client to clear all displayed messages (sent
after `/clear` or `/new` commands).
```json
{"type": "clear_ui"}
```
#### Keepalive
The server sends an SSE comment every 5 seconds when no events are pending:
```
: keepalive
```
This prevents proxies and browsers from closing the connection due to
inactivity.
#### Generation mechanism
Each new SSE connection to a workstream increments an internal
`_sse_generation` counter. The previous SSE handler detects the generation
mismatch and exits its event loop, ensuring only one active SSE connection per
workstream at a time. The event queue is drained of stale events before the new
connection begins streaming.
---
### `GET /api/events/global`
Opens a Server-Sent Events stream that broadcasts state-change events across
all workstreams. This is used by the tab bar to display per-workstream activity
indicators.
**Events:**
```json
{"type": "ws_state", "ws_id": "abc123", "state": "thinking"}
```
| Field | Type | Description |
|---------|--------|--------------------------|
| `ws_id` | string | Workstream identifier |
| `state` | string | Current workstream state |
Possible `state` values:
| State | Description |
|-------------|-------------------------------------------------|
| `idle` | No active processing |
| `thinking` | Model is generating a response |
| `running` | Tool execution in progress |
| `attention` | Waiting for user input (approval or plan review)|
| `error` | An error occurred |
**Fan-out pattern:** Each connected client receives its own bounded queue
(`maxsize=500`). A dedicated fan-out thread reads from the shared global queue
and copies each event to every client queue. If a client queue is full, the
event is silently dropped for that client.
**Keepalive:** Same as `/api/events` -- an SSE comment every 5 seconds.
---
### `GET /api/workstreams`
Returns a list of all active workstreams.
**Response:**
```json
{
"workstreams": [
{"id": "abc123", "name": "default", "state": "idle", "session_id": "a1b2c3d4e5f6"},
{"id": "def456", "name": "hacker-news", "state": "thinking", "session_id": "c5d6e7f8a9b0"}
]
}
```
Each workstream object:
| Field | Type | Description |
|--------------|-------------|--------------------------------------------------------|
| `id` | string | Unique workstream routing identifier |
| `name` | string | Display name (alias if set, otherwise `ws-xxxx`) |
| `state` | string | Current state (see state values above) |
| `session_id` | string/null | Session ID of the workstream's `ChatSession`, used for deduplication against `/api/sessions` |
---
### `GET /api/sessions`
Returns a list of saved sessions from the database, ordered by most recently
updated.
**Response:**
```json
{
"sessions": [
{
"session_id": "a1b2c3d4e5f6",
"alias": "refactor",
"title": "JWT Authentication Refactor",
"created": "2026-03-01 10:00:00",
"updated": "2026-03-01 11:30:00",
"message_count": 42
}
]
}
```
Each session object:
| Field | Type | Description |
|-----------------|-------------|--------------------------------------------|
| `session_id` | string | Unique 12-char hex session identifier |
| `alias` | string/null | User-assigned short name |
| `title` | string/null | LLM-generated title |
| `created` | string | ISO timestamp of session creation |
| `updated` | string | ISO timestamp of last message |
| `message_count` | int | Number of messages in the session |
---
### `POST /api/send`
Sends a user message to a workstream. Spawns a daemon worker thread that calls
`session.send()` and streams results back via the SSE channel.
**Request body:**
```json
{"message": "Explain how the server works", "ws_id": "abc123"}
```
| Field | Type | Required | Description |
|-----------|--------|----------|-------------------------|
| `message` | string | yes | The user's message text |
| `ws_id` | string | yes | Target workstream ID |
**Response (success):**
```json
{"status": "ok"}
```
**Response (busy):** Returned if the workstream's worker thread is still alive
from a previous request. Also pushes a `busy_error` event to the SSE stream.
```json
{"status": "busy"}
```
**Error responses:**
| Status | Body | Condition |
|--------|------------------------------------|------------------------|
| 400 | `{"error": "Empty message"}` | Message is empty |
| 404 | `{"error": "Unknown workstream"}` | `ws_id` not found |
---
### `POST /api/approve`
Responds to a tool approval request. The SSE stream must have previously sent
an `approve_request` event for the given workstream.
**Request body:**
```json
{"approved": true, "feedback": null, "always": false, "ws_id": "abc123"}
```
| Field | Type | Required | Description |
|------------|-------------|----------|--------------------------------------------------|
| `approved` | bool | yes | `true` to approve, `false` to deny |
| `feedback` | string/null | no | Optional feedback text (sent as denial reason) |
| `always` | bool | no | If `true` and `approved`, enables auto-approve |
| `ws_id` | string | yes | Target workstream ID |
When `always` is `true` and `approved` is `true`, the workstream's WebUI
instance sets `auto_approve = True`, causing all subsequent tool calls to be
automatically approved without prompting.
**Response:**
```json
{"status": "ok"}
```
**Error:** `404` with `{"error": "Unknown workstream"}` if `ws_id` is invalid.
---
### `POST /api/plan`
Responds to a plan review dialog. The SSE stream must have previously sent a
`plan_review` event for the given workstream.
**Request body:**
```json
{"feedback": "", "ws_id": "abc123"}
```
| Field | Type | Required | Description |
|------------|--------|----------|---------------------------------------------------------|
| `feedback` | string | yes | Feedback text; empty string means approval |
| `ws_id` | string | yes | Target workstream ID |
To approve the plan, send an empty string for `feedback`. To reject or request
changes, send a non-empty feedback string (e.g. `"reject"` or specific
revision instructions).
**Response:**
```json
{"status": "ok"}
```
**Error:** `404` with `{"error": "Unknown workstream"}` if `ws_id` is invalid.
---
### `POST /api/command`
Executes a slash command in the given workstream.
**Request body:**
```json
{"command": "/clear", "ws_id": "abc123"}
```
| Field | Type | Required | Description |
|-----------|--------|----------|------------------------------------|
| `command` | string | yes | The slash command (e.g. `/clear`) |
| `ws_id` | string | yes | Target workstream ID |
If the command is `/clear` or `/new`, the server pushes a `clear_ui` SSE event
to instruct the client to reset its message display. If the command is
`/resume`, the server pushes `clear_ui` followed by a `history` event
containing the resumed session's messages.
**Response:**
```json
{"status": "ok"}
```
**Error responses:**
| Status | Body | Condition |
|--------|------------------------------------|----------------------|
| 400 | `{"error": "Empty command"}` | Command is empty |
| 404 | `{"error": "Unknown workstream"}` | `ws_id` not found |
---
### `POST /api/workstreams/new`
Creates a new workstream. The server supports up to 10 concurrent workstreams.
**Request body:**
```json
{}
```
No fields are required. The body can be empty or an empty JSON object.
**Response (success):**
```json
{"ws_id": "ghi789", "name": "ws-3"}
```
| Field | Type | Description |
|---------|--------|------------------------------------|
| `ws_id` | string | Unique ID of the new workstream |
| `name` | string | Auto-generated workstream name |
**Error (limit reached):**
```json
{"error": "Maximum of 10 workstreams reached"}
```
Status code: `400`
---
### `POST /api/workstreams/close`
Closes and removes a workstream. The last remaining workstream cannot be
closed.
**Request body:**
```json
{"ws_id": "abc123"}
```
| Field | Type | Required | Description |
|---------|--------|----------|---------------------------|
| `ws_id` | string | yes | Workstream ID to close |
**Response (success):**
```json
{"status": "ok"}
```
**Error (last workstream):**
```json
{"error": "Cannot close last workstream"}
```
Status code: `400`
---
### `OPTIONS` (any path)
Handles CORS preflight requests.
**Response headers:**
```
Access-Control-Allow-Origin: *
Access-Control-Allow-Methods: GET, POST, OPTIONS
Access-Control-Allow-Headers: Content-Type
```
Status code: `200` with an empty body.
---
## Error Handling
| Condition | Behavior |
|------------------------------------|------------------------------------------------------------|
| Malformed or unparseable JSON body | Treated as an empty dict `{}`; missing fields use defaults |
| Unknown `ws_id` | `404` with `{"error": "Unknown workstream"}` |
| Unknown path (GET or POST) | `404` with plain-text body `Not found` |
| Empty `message` on `/api/send` | `400` with `{"error": "Empty message"}` |
| Empty `command` on `/api/command` | `400` with `{"error": "Empty command"}` |
---
## SSE Reconnection
The embedded JavaScript client implements exponential backoff for SSE
reconnection:
| Parameter | Value |
|--------------------|-------------------------------------------|
| Base delay | 1 second |
| Backoff multiplier | 2x on each consecutive failure |
| Maximum delay | 30 seconds |
| Reset | Delay resets to 1 second on first success |
On reconnect, the server replays the full conversation history via the
`history` event, so the client can rebuild its UI state without data loss. The
same reconnection strategy applies to both the per-workstream SSE stream
(`/api/events`) and the global state stream (`/api/events/global`).
---
## Observability
### `GET /health`
Returns server health status. Always returns `200 OK` while the server process
is running. Suitable for load-balancer health checks and Kubernetes liveness
probes.
**Response:** `application/json`
```json
{
"status": "ok",
"version": "0.2.0",
"uptime_seconds": 3614.72,
"model": "llama-3.1-70b-instruct",
"workstreams": {
"total": 2,
"idle": 1,
"thinking": 1,
"running": 0,
"attention": 0,
"error": 0
}
}
```
| Field | Type | Description |
|-------|------|-------------|
| `status` | string | Always `"ok"` while server is running |
| `version` | string | turnstone server version |
| `uptime_seconds` | number | Seconds since the server process started |
| `model` | string | Model name detected or configured at startup |
| `workstreams.total` | integer | Total active workstreams |
| `workstreams.idle` | integer | Workstreams waiting for user input |
| `workstreams.thinking` | integer | Workstreams with LLM currently streaming |
| `workstreams.running` | integer | Workstreams executing tools |
| `workstreams.attention` | integer | Workstreams blocked on approval or plan review |
| `workstreams.error` | integer | Workstreams in error state |
---
### `GET /metrics`
Returns operational metrics in **Prometheus text exposition format v0.0.4**.
Compatible with Prometheus `scrape_configs`, VictoriaMetrics, Grafana Agent,
and any other OpenMetrics-compatible collector.
**Response:** `text/plain; version=0.0.4; charset=utf-8`
#### Prometheus scrape config example
```yaml
scrape_configs:
- job_name: turnstone
static_configs:
- targets: ["localhost:8080"]
metrics_path: /metrics
```
#### Metrics reference
| Metric | Type | Labels | Description |
|--------|------|--------|-------------|
| `turnstone_build_info` | gauge | `version`, `model` | Always 1; carries version/model as labels |
| `turnstone_uptime_seconds` | gauge | — | Seconds since server start |
| `turnstone_workstreams_active_total` | gauge | — | Number of active workstreams |
| `turnstone_workstreams_by_state` | gauge | `state` | Workstream count per state (`idle`, `thinking`, `running`, `attention`, `error`) |
| `turnstone_http_requests_total` | counter | `method`, `endpoint`, `status_code` | Total HTTP requests handled |
| `turnstone_http_request_duration_seconds` | histogram | `method`, `endpoint` | Request latency distribution (11 buckets: 5ms10s) |
| `turnstone_messages_sent_total` | counter | — | User messages dispatched to the AI |
| `turnstone_tokens_total` | counter | `type` | Tokens consumed (`type="prompt"` or `type="completion"`) |
| `turnstone_tool_calls_total` | counter | `tool` | Tool executions by name (e.g. `tool="bash"`) |
| `turnstone_errors_total` | counter | — | Errors reported by workstreams |
| `turnstone_context_window_used_ratio` | gauge | — | Last known fraction of context window in use (0.01.0) |
#### Example output
```
# HELP turnstone_build_info Server version and model info
# TYPE turnstone_build_info gauge
turnstone_build_info{version="0.2.0",model="llama-3.1-70b-instruct"} 1
# HELP turnstone_uptime_seconds Server uptime in seconds
# TYPE turnstone_uptime_seconds gauge
turnstone_uptime_seconds 3614.72
# HELP turnstone_workstreams_active_total Number of active workstreams
# TYPE turnstone_workstreams_active_total gauge
turnstone_workstreams_active_total 1
# HELP turnstone_http_requests_total Total HTTP requests handled
# TYPE turnstone_http_requests_total counter
turnstone_http_requests_total{method="GET",endpoint="/health",status_code="200"} 42
turnstone_http_requests_total{method="GET",endpoint="/metrics",status_code="200"} 7
turnstone_http_requests_total{method="POST",endpoint="/api/send",status_code="200"} 18
# HELP turnstone_tokens_total Total tokens consumed
# TYPE turnstone_tokens_total counter
turnstone_tokens_total{type="prompt"} 84320
turnstone_tokens_total{type="completion"} 12150
# HELP turnstone_tool_calls_total Total tool executions by name
# TYPE turnstone_tool_calls_total counter
turnstone_tool_calls_total{tool="bash"} 7
turnstone_tool_calls_total{tool="read_file"} 3
```