{"product_id":"master-ai-agent-skills-create-improve-with-eval-first","title":"Master AI Agent Skills: Create \u0026 Improve with Eval-First","description":"\u003ch3\u003eMaster AI Agent Skills: Create \u0026amp; Improve with Eval-First\u003c\/h3\u003e\n\n\u003cp\u003eThe \"Master AI Agent Skills: Create \u0026amp; Improve with Eval-First\" utility assists developers by authoring or refining a single Agent Skill using the eval-first workflow. Designed to scope a specific purpose, it writes trigger evaluations, drafts SKILL.md, validates, and iterates the skill development process, offering structure and consistency.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eScopes the skill accurately, ensuring it addresses a specific failure in AI behaviour with distinct invocation modes.\u003c\/li\u003e\n  \u003cli\u003eWrites trigger evaluations to determine when the skill should activate.\u003c\/li\u003e\n  \u003cli\u003eDrafts a detailed SKILL.md file to document the skill's purpose and functionality.\u003c\/li\u003e\n  \u003cli\u003ePerforms validation to ensure the skill works correctly before iteration.\u003c\/li\u003e\n  \u003cli\u003eIterates until the skill reaches production quality, ready for deployment.\u003c\/li\u003e\n  \u003cli\u003eConsults dedicated documentation manuals, \"docs\/skill-authoring.md\" and \"docs\/evals.md\", guiding the entire process.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers enhancing AI agent capabilities with new or improved skills.\u003c\/li\u003e\n  \u003cli\u003eTechnical teams working with AI coding agents like Claude Code, Cursor, or Codex.\u003c\/li\u003e\n  \u003cli\u003eProject managers overseeing AI integration projects and requiring production-quality AI functionalities.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eA developer creating a new AI skill for handling specific user queries that current agents misinterpret.\u003c\/li\u003e\n  \u003cli\u003eTeams refining existing skills to improve accuracy in trigger recognition and response actions.\u003c\/li\u003e\n  \u003cli\u003eProject managers seeking a structured workflow for skill development to ensure consistent quality output.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilizes the eval-first workflow for skill development.\u003c\/li\u003e\n  \u003cli\u003eIncorporates agent-skills, aiapplication, and add-skill capabilities.\u003c\/li\u003e\n  \u003cli\u003eEnsures compliance with detailed documentation: \"docs\/skill-authoring.md\" and \"docs\/evals.md\".\u003c\/li\u003e\n  \u003cli\u003eSupports interaction with AI coding environments: Claude Code, Cursor, and Codex.\u003c\/li\u003e\n\u003c\/ul\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\u003ePaldom\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/Paldom\/python-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003ePaldom\/python-skills\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":52971280138551,"sku":"MCP-PALDOM-PYTHON-SKILLS-ADD-SKILL","price":21.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/5-hHR4dAGzPjo395vnOGm_2fa3c5763e764874b47291861f41de7d.jpg?v=1789034762","url":"https:\/\/mcpcart.com\/products\/master-ai-agent-skills-create-improve-with-eval-first","provider":"SPF PRO","version":"1.0","type":"link"}