Resolver: write the final resolution to the ticket and set its status. ``status`` is one of ``"resolved"`` (fully remediated), ``"partially_re

Collect and log feedback. Args: feedback: The feedback data to log Returns: Success message

Compile the alternative energy section (biofuels) for the final report

Compile the final comprehensive report from all sections

Compile the final comprehensive response from all specialist inputs

Compile the renewable energy section (solar and wind) for the final report

Compile the energy storage section (hydro and geothermal) for the final report

Submit biofuel research findings

Complete the fulfillment stage and pass to notification

Submit geothermal energy research findings

Submit hydroelectric energy research findings

Complete the inventory check stage and pass to payment processing

Complete the notification stage and finish the pipeline

Complete the payment processing stage and pass to fulfillment

Complete a research task with findings.

Submit solar energy research findings

Complete the validation stage and pass to inventory check

Submit wind energy research findings

Complete a writing task with content.

Save an email as a draft without sending. - to: recipient email address - subject: email subject line - body: plain-text email body

Create a new Linear issue. - team: team name or key (e.g. 'AG2', 'ENG') — not an email - assignee: name, email, or '@me' for the current user

Create the research agent prompt with the current research task.

Once a structured itinerary is created, store it and pass on to the Route Timing agent.

Create the summary agent prompt with task completion results.

Create the writing agent prompt with the current writing task.

Delegate research task to the DeepResearchAgent and return the result.

Publisher: finalize the report with metadata.

Researcher: search the web and collect sources.

Revisor: run supplementary research if gaps were found.

Writer: compile the final research report.

Evaluate the different approaches and select or synthesize the best result

Reviewer: evaluate research quality and identify gaps.

Extracts the task to give to an agent as the task

Infra fixer: shift traffic from a node to its standby.

Return the readable content of a URL as plain text. Use after `tavily_search` to read a full page.

Return the readable content of a URL as plain text. Use this after `tavily_search` to read the full contents of the most relevant 1–3 results

Submit the final document and complete the feedback loop

Web specialist: active connection count.

Return a saved artifact (PNG/SVG/CSV/etc.) as base64. Pass the bare filename (e.g. `survival_by_class.png`) produced by a prior `run_python`

Returns the current UTC time.

Storage specialist: list disk health on a host.

Get the full thread of an email as a formatted string for the agent.

Fetch current field values of a single Linear issue by identifier (e.g. 'ENG-869').

Return the absolute path of the dataset the user uploaded to the sandbox. Call this FIRST at the start of every analysis. If no dataset is loaded

Network specialist: show routing table to a host.

Return the order history of the user.

Storage specialist: ZFS pool status.

Web specialist: count of 5xx responses in last 5 min.

Storage specialist: SMART attributes for a disk.

Fetch the full conversation thread by thread ID.

Web specialist: upstream latency to backing services.

Simulates getting weather information.

Get current weather for a location using the Open-Meteo API.

Handle WebSocket connections providing audio stream and OpenAI.

Health check endpoint for Cloud Run.

Look up an injectable incident by key (KeyError if unknown).

Chief Editor: initialize the research pipeline with a query.

Initiate the research process by delegating to managers

initiate return process for a user order.

Initiate processing of a task across multiple redundant agents with different approaches

Initialize the task processing based on triage assessment.

List emails from Gmail inbox. - sender: filter by sender email address (optional) - max_results: maximum number of emails to return (default 5

List unread emails with their ID, sender, subject, and received time. Use count to limit results.

List files under a path inside the sandbox (non-recursive).

List Linear issues assigned to a user. - assignee: '@me' for current user, or a name/email for someone else - state: filter by workflow state

REQUIRED FIRST STEP for the Intake Agent. Returns recent tickets matching this system + issue_type opened in the last N minutes, including the

Return public information about every suspect + their available data sources.

Return every verified fact. Optionally filter by suspect name.

login user account.

SSE endpoint for gpt-researcher streaming and pipeline state updates.

Intake found a duplicate; terminate workflow with the parent link.

Mark this ticket as a duplicate of an existing resolved ticket. The workflow terminates immediately; the new ticket inherits the parent's find