Master AI Decisions with Deadeye Gain for Claude & Codex

Master AI Decisions with Deadeye Gain for Claude & Codex

Deadeye Gain is a toolset for enhancing decision-making capabilities within AI coding environments like Claude Code and Codex. It collects and reports measured decision logs to aid developers and teams in assessing and optimizing AI-driven code generation processes.

What this skill does

• Executes the command `deadeye gain` to report metrics via a scoreboard derived from actual decision logs.
• Utilizes `~/.deadeye/decisions.jsonl` to collate real measured bytes from command runs and labels them accurately as measurements or estimates.
• Identifies shortcuts taken within repositories (located under `/deadeye-debt`) and highlights further possible optimizations (`/deadeye-sweep`).
• Provides explanations for any empty logs as generated by the tool itself.

Who it is for

This skill benefits developers and technical teams utilizing AI coding agents such as Claude Code, Cursor, and Codex to enhance decision-making efficiency. It's particularly useful for those aiming to systematically assess and refine AI-driven coding processes through precise data metrics.

Use cases

• Assessing the efficiency of AI-generated code by comparing actual run data against estimated metrics.
• Identifying and prioritizing code shortcuts that have been implemented and potential areas for further optimization within a project's codebase.
• Enabling team accountability and decision transparency in collaborative AI development environments.

Technical details

• Compatible with Claude Code and Codex environments.
• Integrates with the Deadeye framework, specifically utilizing `deadeye gain` for data gathering.
• Generates outputs directly from the `~/.deadeye/decisions.jsonl` file for accuracy and transparency.

Source & Licence

This package is built on open-source work published by deepaksinghcs14 (deepaksinghcs14/deadeye-cc) 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.