margot-sandcastle-bridge

What problem does it solve?

This Skill converts Margot deep research outputs into either actionable engineering work (via a HITL-approved Linear ticket) or safe informational logging, preventing lost research and avoiding accidental autonomous changes.

Core Features & Use Cases

• Intent classification with a safety confidence floor: routes only sufficiently confident, action-shaped research into action paths and logs the rest as informational.
• HITL gate before Linear issue creation: drafts the Linear ticket body and requires founder approval (Telegram 👍) prior to issue creation.
• Autonomy execution via existing poller + isolated runner: hands off accepted issues to the existing autonomy pipeline, which triggers sandcastle-runner using a high-isolation container path.
• Auditability and reversibility: records classification, drafting, acceptance, rejection, and expiry outcomes to append-only ledger files for later lessons/audits.

Quick Start

Use the margot-sandcastle-bridge workflow to classify a Margot research completion by intent, draft a founder-reviewed Linear ticket when appropriate, and route approved actions to isolated execution.