{"product_id":"ai-agent-skill-optimize-spec-discovery-with-speq-cli","title":"AI Agent Skill: Optimize Spec Discovery with speq CLI","description":"\u003ch3\u003eAI Agent Skill: Optimize Spec Discovery with speq CLI\u003c\/h3\u003e\n\n\u003cp\u003eThe Optimize Spec Discovery with speq CLI skill provides developers a streamlined method for querying specifications using the speq CLI. The skill facilitates semantic searches, feature listings, and structure validation, making it an integral tool for every speq orchestrator and sub-agent during the specification discovery process.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\n\u003cp\u003eThis skill enables efficient management and retrieval of specification content through a specific sequence of operations:\u003c\/p\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSearch-first approach:\u003c\/strong\u003e Begin with a semantic search using \u003ccode\u003espeq search query \"query_term\"\u003c\/code\u003e to narrow down the specification content you intend to review, which helps manage context budgets effectively.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eContent retrieval:\u003c\/strong\u003e Utilize \u003ccode\u003espeq feature get \"domain\/feature_name\/scenario\"\u003c\/code\u003e to access specific parts of a specification once the search has been conducted.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eValidation:\u003c\/strong\u003e Post-editing or updates, employ the \u003ccode\u003espeq feature validate\u003c\/code\u003e command to ensure all specifications maintain structural integrity and comply with expected formats.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\n\u003cp\u003eThis skill is designed for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex. It is particularly beneficial for those involved in specification discovery, search, or validation activities within software development cycles.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\n\u003cp\u003eTypical scenarios where this skill proves useful include:\u003c\/p\u003e\n\u003cul\u003e\n  \u003cli\u003eSearching through large volumes of specification files to identify relevant features or scenarios without directly reading through entire documents.\u003c\/li\u003e\n  \u003cli\u003eAutomating the initial stages of specification validation during continuous integration processes, ensuring consistent structure across all specifications.\u003c\/li\u003e\n  \u003cli\u003eFacilitating the onboarding of new team members by providing a structured approach to exploring domain-specific specifications efficiently.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\n\u003cp\u003eThis skill requires the speq CLI to be installed locally and on the system path, allowing users to invoke it via the `speq` command. It is compatible with AI coding agents, integrates semantic search functionalities, and supports structure validation to maintain specification standards.\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\u003emarconae\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/marconae\/speq-skill\" rel=\"nofollow noopener\" target=\"_blank\"\u003emarconae\/speq-skill\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":53050638729527,"sku":"MCP-MARCONAE-SPEQ-SKILL-SPEQ-CLI","price":9.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/aDI4hs61BIiQTWDD4Q11y_635c8be2e379437b802a0964efb92f48.jpg?v=1790420553","url":"https:\/\/mcpcart.com\/products\/ai-agent-skill-optimize-spec-discovery-with-speq-cli","provider":"SPF PRO","version":"1.0","type":"link"}