AI Agent Drain: Optimize Your Gate Evaluations Effortlessly

AI Agent Drain: Optimize Your Gate Evaluations Effortlessly

The AI Agent Drain is a capability package for AI coding agents like Claude Code, Cursor, and Codex, designed to assist developers by running an on-demand evaluation of gate deferrals in spec bundles. This skill enables the evaluation of structured gate conditions, surfaces date and free-text gates, reports malformed entries, and makes visible the unmined state of observation logs, all in a read-only manner.

What this skill does

• Executes an on-demand drain pass over spec bundles' Gate deferral entries using the command `/drain`.
• Evaluates structured `GATE(when: …)` conditions against the closed grammar.
• Surfaces date and free-text gates in a format for manual assessment.
• Reports any malformed gate entries encountered during evaluation.
• Displays the unmined state of the observations log without resolving or dropping any entries.
• Utilizes a shared gate evaluator that's accessible via scheduled entry points but cannot independently parse gates.

Who it is for

This skill is ideal for software developers and teams who are utilizing AI coding agents such as Claude Code, Cursor, and Codex to manage and evaluate gate deferral entries in their project specifications.

Use cases

• Evaluating project specification gates to ensure compliance with predefined conditions.
• Identifying and manually addressing any malformed gate entries within development projects.
• Monitoring the state of observation logs associated with AI agent-managed tasks.

Technical details

• Initiate the process with the command `/drain` for an on-demand evaluation.
• The evaluator script is located at `/scripts/drain-gates.sh` and requires the existence of a `specs/` directory within the repository.
• Supports integration with AI coding tools like Claude Code, Cursor, and Codex.
• Follows the `accumulator-taxonomy` doctrine for normative semantics, ensuring consistent evaluation.

Source & Licence

This package is built on open-source work published by inkatze (inkatze/planwright) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.