AI Agent Skill: Optimize Spec Discovery with speq CLI

AI Agent Skill: Optimize Spec Discovery with speq CLI

The 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.

What this skill does

This skill enables efficient management and retrieval of specification content through a specific sequence of operations:

• Search-first approach: Begin with a semantic search using speq search query "query_term" to narrow down the specification content you intend to review, which helps manage context budgets effectively.
• Content retrieval: Utilize speq feature get "domain/feature_name/scenario" to access specific parts of a specification once the search has been conducted.
• Validation: Post-editing or updates, employ the speq feature validate command to ensure all specifications maintain structural integrity and comply with expected formats.

Who it is for

This 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.

Use cases

Typical scenarios where this skill proves useful include:

• Searching through large volumes of specification files to identify relevant features or scenarios without directly reading through entire documents.
• Automating the initial stages of specification validation during continuous integration processes, ensuring consistent structure across all specifications.
• Facilitating the onboarding of new team members by providing a structured approach to exploring domain-specific specifications efficiently.

Technical details

This 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.

Source & Licence

This package is built on open-source work published by marconae (marconae/speq-skill) 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.