Optimize AI Agent Skills with Advise-From-Corpus Protocol
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Optimize AI Agent Skills with Advise-From-Corpus Protocol
The Advise-From-Corpus Protocol skill enhances AI agent capabilities by introducing a multi-phase advising protocol built on top of the existing answer-from-corpus functionality. It evaluates if a question is worthwhile before answering, frames the question contextually, provides a refined answer, and concludes by explaining the evaluation process. This structured approach is beneficial for inquiries related to the adoption, improvement, or implementation of practices.
What this skill does
Frame: Analyzes the question's assumptions and poses up to two grounded framing questions to the user.
Answer: Utilizes the answer-from-corpus functionality to deliver an informed response based on the user's input.
Teach back: Concludes the interaction by explaining the checks and evaluations it performed, enhancing user understanding.
Who it is for
Developers using AI coding agents like Claude Code, Cursor, and Codex.
Teams aiming to improve their implementation and practice adoption processes.
Use cases
When a developer seeks advice on enhancing user stories, ensuring the advice aligns with team structure and capabilities.
For teams looking to roll out new practices and wanting to ensure the suggestions are relevant and actionable given their context.
Technical details
Utilizes agent-skills, aiapplication, and advise-from-corpus capabilities.
Integrates with AI agents for a seamless enhancement of question-answering processes.
Source & Licence
This package is built on open-source work published by chrisgagne (chrisgagne/grounded-forge) 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.
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.