Create system prompt with memory instructions.

Delete a file or directory.

Delete a single pod by name, ignoring 404s.

Drain the queue via the SDK poller, spawning a sandbox per work item. ``client.beta.environments.work.poller`` is the user-facing entry point: it

Drain the queue via the SDK poller, spawning a sandbox per work item. ``drain=True`` returns when the queue is empty (the webhook handler must

Look up or provision the pod for a session. Returns its IP. Redis hash ``session:{id}`` is the source of truth for routing *and* ownership:

Execute a tool use and return the result.

Extract model identifier from messages.

Extract notebook path from test node ID.

Extract test function name from test node ID.

Find the closest brand color to a given color.

Format a subagent completion line with safe handling of None and long names. Args: subagent_name: Name of the subagent (may be None)

Format a tool call as an HTML badge.

Format tool information with relevant parameters.

Generate prioritized recommendations based on analysis.

Get general industry-agnostic benchmarks.

Generate actionable recommendations based on ratio and rating.

Convert an image file to base64 encoded string.

Insert text at a specific line.

Check if content is a pandas DataFrame.

Detect if running in a Jupyter notebook environment. Returns True for Jupyter notebook/lab, False for terminal/scripts.

Check if content is a pandas Series.

Get-or-create a Modal Sandbox for one already-ack'd work item. The poller has already ack'd the item. Raises on Modal API errors — the caller

Background task: delete pods whose session has been idle too long. Without this, every session would hold a pod (and its CPU/memory request)

Rename or move a file/directory.

Render a pandas DataFrame as an HTML table. Args: df: pandas DataFrame Returns: HTML table string

Render generic content (dicts, lists, strings, other objects). Args: content: Any Python object Returns: HTML string re

Render an image path as an HTML img tag with base64 encoding. Args: image_path: Path to the image file Returns: HTML st

Render a pandas Series as an HTML table. Args: series: pandas Series Returns: HTML table string

Serialize an SDK message to JSON. SDK messages are dataclasses; ``dataclasses.asdict`` handles the nesting. ``default=str`` catches anything

Convert ticket to JSON string

Create a Daytona sandbox and start sandbox_runner.py inside it.

Replace text in a file.

``unwrap()`` is synchronous even on the async client — do not ``await`` it. The ``whsec_`` secret is passed to ``webhook_key`` as-is: the SDK

View directory contents or file contents.

Add items to cache. BUG: Using [] as default creates a SHARED list across all calls! This is one of Python's classic gotchas

Add items with proper default handling.

Analyze trend in a ratio over time. Args: ratio_name: Name of the ratio values: List of ratio values

Main function to apply branding to any document type. Args: document_type: Type of document ('excel', 'powerpoint', 'pdf') c

Calculate all financial ratios.

Calculate total cash needed until profitability

Calculate efficiency/activity ratios.

Calculate equity value from enterprise value. Args: net_debt: Total debt minus cash cash: Cash and equivalen

Calculate the financial impact of hiring engineers. Args: num_engineers: Number of engineers to hire salary_per_engineer: An

Calculate leverage/solvency ratios.

Calculate liquidity ratios.

Calculate key financial metrics.

Find when company becomes profitable

Calculate profitability ratios.

Main function to calculate all ratios from financial data. Args: financial_data: Dictionary with financial statement data Retur

Calculate compliance score (0-100)

Calculate terminal value using perpetuity growth or exit multiple. Args: method: 'growth' for perpetuity growth, 'multip

Calculate valuation ratios.

Calculate Weighted Average Cost of Capital (WACC). Args: risk_free_rate: Risk-free rate (e.g., 10-year treasury)

* Tool results are curl output, routinely tens of KB of JSON. The chat only * needs enough to show the call worked. The full payload stays in the *

Clear all memory files (useful for testing or starting fresh). ⚠️ WARNING: This method is for demonstration and testing purposes onl

Create a post-mortem page in Confluence.

Get a Confluence page by ID or title.

List recent post-mortem pages.

Convert standard Markdown to Slack mrkdwn format.

Get a running agent pod for a session. Returns the pod IP address. Strategy: 1. Try to claim a pre-warmed standby pod (instant). 2. If n

Create a weighted decision matrix for strategic choices

Delete a user. BUG: SQL INJECTION in DELETE statement! This is especially dangerous as it can lead to data loss.

Simple priority determination rules

Display rendered HTML content inside a styled card. Args: content: Pre-rendered HTML content title: Optional title for the c

Download a file from Claude's Files API and save it locally. Args: client: Anthropic client instance file_id: The file ID re

* Drain the work queue. The TS `WorkPoller` long-polls and never returns on an * empty queue, but a Worker fetch handler must respond — so poll → ack

* Drain the work queue. The TS `WorkPoller` long-polls and never returns on * an empty queue, but a serverless handler must respond — so poll → ack u

* Drain the work queue. The TS `WorkPoller` long-polls and never returns on an * empty queue, but a Worker fetch handler must respond — so poll → ack

Edit a configuration file by replacing a value.

* Ensure the browser has a usable Managed Agents session and hand back its * event log. Called on page load (so the sandbox is warm before the first

* Structured, redacted error detail for log lines. Surfaces the SDK's * `status` + `requestID` when present so an API failure is correlatable to a *

* Structured, redacted error detail for log lines. Surfaces the SDK's * `status` + `requestID` when present so an API failure is correlatable to a *