Persist a full mandate.proposal exactly as ``propose_mandate_profiles`` does. The propose tool writes ``<runtime_root>/live/<broker>/proposals/<i

Per-date paired alpha = signal_IC - random_IC, on the common index.

Return the path to the dedicated live-action ledger. Returns: ``<runtime_root>/live/audit.jsonl``. The file/parent is NOT created here;

Detect broadening (megaphone) patterns. Args: close: Closing price series. window: Detection window size. Returns: S

Return whether any configured profile exposes live runner management.

Build a ToolRegistry with only specified tools. Local-tools-only filtered builder. Swarm workers should call :func:`build_swarm_registry` ins

Build a gateway service bundle from optional overrides.

Create a SwarmRun from a preset with user variables applied. Steps: 1. Load preset YAML 2. Create SwarmAgentSpec list from agents

Calculate commission for a trade. Args: size: Trade size. price: Execution price. direction: 1 or -1.

Calculate crypto funding fee for one symbol. Args: symbol: Instrument code. bar: Current bar data. timestamp: Bar timesta

Calculate forex swap for one symbol. Args: symbol: Forex pair. timestamp: Bar timestamp. positions: Shared positions dict

Call one remote MCP tool and normalize its result. Args: remote_name: Remote tool identifier. arguments: Tool argumen

Call the LLM synchronously. Args: messages: Message list (OpenAI format). tools: Tool definition list (OpenAI functio

Check a connector profile without mutating broker state.

Check if a crypto position should be liquidated. Args: symbol: Instrument code. bar: Current bar data. positions: Shared

Resolve a CJK font file path. Resolution order: 1. Cached copy in ``fonts_dir()``. 2. First available system font from ``_system_

Show generated code.

Clear the halt switch for a live remote MCP connector profile.

Continue an existing run.

Queue an "analyze my trade journal at <path>" agent turn. With a path: ``/journal trades.csv`` becomes the prompt ``Analyze my trade journal

List run history.

Print the committed mandate for a broker (read-only). Args: broker: Broker key. ``None`` uses the default broker (``robinhood``). Re

Stop the persistent live runner (SPEC §7.5). Relays a stop request to ``POST /live/runner/stop``. Stopping the runner halts autonomous activi

Remove a memory entry by name.

List persisted memory entries.

Run keyword recall and display the top matches.

Show full content of a single memory entry.

Show Pine Script for a run.

Queue a Shadow Account agent turn. ``/shadow`` opens / inspects the shadow account. ``/shadow <path>`` trains a new shadow from a trade journ

Show run details.

Cancel a swarm run.

Inspect a swarm preset without starting workers.

List swarm run history.

List available swarm presets.

Show swarm run details.

Replay trace.jsonl to show full execution.

Compute content-filter warnings based on the hit ratio. Args: content_filter_count: Number of LLM responses blocked by content

计算年化历史波动率。 Args: close: 收盘价序列。 window: 波动率计算窗口。 annualize: 年化系数（A股252，加密365）。 Returns: 年化历史波动率序列。

计算 HV 的滚动百分位排名。 Args: hv: 历史波动率序列。 lookback: 百分位排名回看期。 Returns: 百分位值（0-100）。

Compose the requested alphas into a single signal panel. Args: panel: Wide panel dict with at minimum ``panel["close"]`` -- index

Return the trading connector config path.

Return the user-level Binance config path.

Return the user-level Trading 212 config path.

Return the user-level Tiger config path.

Return the user-level Longbridge config path.

Return the user-level Alpaca config path.

Return the user-level Futu config path.

Return the user-level OKX config path.

Consume the next outbound message (blocks until available).

Return whether a criterion is already covered by status or evidence.

Return the configured hypotheses JSON path. Returns: Env override path when ``VIBE_TRADING_HYPOTHESES_PATH`` is set, otherwise ``

Delete all goal ledger rows for a session. Args: session_id: Session whose goal ledger should be removed. Returns:

Detect broker format by column-name signature. Args: df: Raw DataFrame from load_dataframe. Returns: Format identifier; "unk

Discover external channel plugins registered via entry_points.

Return jobs whose ``next_run_at`` is at or before ``now_ms``. Args: jobs: The current job set. now_ms: The reference time in epoc

Return the smallest ``next_run_at`` across ``jobs``. Args: jobs: The current job set. Returns: The earliest scheduled fire t

Attach PIT-safe fundamental snapshots to daily price frames. Fundamental columns are prefixed with their table name, for example ``income_tot

Build an event trigger driven by a pure predicate. Args: predicate: A callable taking the runner-supplied event-state mapping

Call ``POST /tools/execute`` and hydrate truncated results.

Return a JSON-serialisable snapshot for wiki rendering.

Build operator-facing warning text for sanitized server-name collisions. Args: server_name: Raw MCP server name from config. loca

Build operator-facing guidance for enabling Robinhood MCP safely.

Format the canonical Robinhood read-only ``mcpServers`` seed as JSON.

Build a config from a JSON-like mapping. Args: data: Mapping with any subset of config fields. Returns: A no

Read account summary for a connector profile.

Fetch account codes and account summary values.

Return all tools in OpenAI function calling format.

Read historical bars for a connector profile. ``duration``/``bar_size``/``what_to_show``/``use_rth`` are the IBKR (``local_tws``) vocabulary.