Optimize AI Code: Anneal Skill for Claude & Codex

Optimize AI Code: Anneal Skill for Claude & Codex

The Anneal Skill addresses AI-introduced code slop in codebases using automated subagents to systematically refine architectural inefficiencies over a specified duration. Compatible with Claude Code and Codex, this skill simplifies the process of mitigating code issues by enforcing a structured and time-bound approach.

What this skill does

• Receives a codebase for inspection and a user-defined duration for operation.
• Organizes the process of hardening the codebase by dispatching specialized subagents to address duplicated logic, over-engineering, silent error swallowing, convention drift, and other code inefficiencies.
• Ensures compliance with the allotted time frame, terminating operations precisely when the specified duration concludes.
• Relays the slop catalog and a progress file path to subagents, facilitating an orchestrated refinement process without direct user intervention in code edits or analysis.

Who it is for

• Developers and software engineers working with AI coding assistants such as Claude Code or Codex.
• Technical leads and quality assurance professionals responsible for maintaining code quality and consistency.

Use cases

• Time-bound codebase refinements needed for projects where AI assistants have introduced architectural issues.
• Structured code improvement processes in development sprints or during overnight runs.
• Coding environments where manual intervention in AI-generated code needs to be minimized for efficiency.

Technical details

• Leverages agent-skills, aiapplication, and anneal functionalities for task execution.
• Operates as a capability package compatible with AI platforms, specifically Claude Code and Codex.
• Designated as an orchestrating tool, entrusting code optimization tasks to subagents while the user supervises the timing and dispatch process.

Source & Licence

This package is built on open-source work published by av (av/skills) 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.