SuperAPI AI Directory

using-exploration-cycle

Agents & models

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Updated 10-16 08:00

About this skill

Before responding to ANY user message (including answering general questions or scoping requests), you MUST verify the state of the active exploration session. If a session is in progress, you DO NOT have a choice: you MUST route execution through the active phase of the exploration-workflow.

How to Check Session State

Before generating any response:

  1. Check if exploration/exploration-dashboard.md exists.
  2. If it DOES exist:
    • Read the dashboard using the Read tool.
    • Check the **Status:** field.
    • If status is Complete, the prior session has ended. You may answer normally or offer to start a new exploration.
    • If status is In Progress or TBD, identify the **Current Phase:**.
    • Immediately yield control to the active phase of the exploration workflow. Always invoke the exploration-workflow skill. Never directly invoke child skills unless authorized by the orchestrator. Do NOT answer the user's question directly in freeform prose.
  3. If it DOES NOT exist:
    • If the user's message matches any exploration triggers (e.g. "I want to build...", "Let's explore...", "I have an idea...", "start discovery"), you must bootstrap the session.
    • Invoke the exploration-workflow skill to initiate Phase 0 intake.

State Authority

The SQLite state database and programmatic phase artifacts are the absolute state authority. The markdown dashboard is a read-only projection of the database. Do not rely on conversational chat history to assume a phase is complete or that a gate has been passed.

Active Verification & Review during Waits

When executing the workflow or waiting for sub-agent execution / task completions:

  • Proactively read and review the artifacts produced in earlier phases (such as the discovery plans, visual layouts, and prototype READMEs) to ensure consistency.
  • Validate that the current phase's work aligns with the requirements and constraints established in earlier phases.
  • Do not remain idle; use any wait time to verify file existences, scan for unresolved placeholders, and check that status mappings are accurate.