{"product_id":"ai-agent-anti-gaming-skill-for-safe-code-compliance","title":"AI Agent Anti-Gaming Skill for Safe Code Compliance","description":"\u003ch3\u003eAI Agent Anti-Gaming Skill for Safe Code Compliance\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Agent Anti-Gaming Skill is a capability package designed to ensure semantic compliance within AI coding agents such as Claude Code, Cursor, and Codex. This skill helps to manage and mitigate attempts at gaming the system by tracking changes in classifications, budgets, or command structures, while maintaining consistent behavior across agent interactions without requiring access to private chain-of-thoughts.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eLocks primary objectives and definitions of completion, alongside current evidence, before any changes in classification or budget.\u003c\/li\u003e\n    \u003cli\u003eIdentifies specific observable signals to detect non-compliance, without relying on superficial metrics like time or token use.\u003c\/li\u003e\n    \u003cli\u003eCompares semantic identities and causal histories to maintain continuity across task iterations.\u003c\/li\u003e\n    \u003cli\u003eGenerates a compact record, including identity, actual count, any budget violations, and the corrective action taken.\u003c\/li\u003e\n    \u003cli\u003eApplies a single bounded corrective action with explicit limits and conditions, enabling course correction without resetting counters.\u003c\/li\u003e\n    \u003cli\u003eRevalidates only affected requirements or policies and ensures a return to intent-compliant productivity.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is aimed at developers and teams who utilize AI coding agents such as Claude Code, Cursor, and Codex, especially those seeking to enforce consistent behavior and compliance in their software development environments.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eEnsuring project requirements are met while preventing manipulation of AI behavior during coding tasks.\u003c\/li\u003e\n    \u003cli\u003eMaintaining compliance with coding standards across multiple development iterations and handoffs.\u003c\/li\u003e\n    \u003cli\u003eProviding oversight and documentation for AI operations to support safe and accountable development practices.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003eThe AI Agent Anti-Gaming Skill utilizes tools such as agentic-ai, aiapplication, and anti-gaming for its operations. The design focuses on achieving semantic compliance through observable evidence, ensuring that AI agents work within predefined guidelines without exploiting system vulnerabilities.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eihabkhaled\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/ihabkhaled\/AI-Psychiatry\" rel=\"nofollow noopener\" target=\"_blank\"\u003eihabkhaled\/AI-Psychiatry\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53009509974327,"sku":"MCP-IHABKHALED-AI-PSYCHIATRY-ANTI-GAMING","price":56.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/lxtlWoXJ8-oRi_YI8gbK9_79eb0f4614034785930c4cef66cc2406.jpg?v=1789808737","url":"https:\/\/mcpcart.com\/products\/ai-agent-anti-gaming-skill-for-safe-code-compliance","provider":"SPF PRO","version":"1.0","type":"link"}