Nick

Find AAS skills for a stated task and compare their full instructions and supporting files before installation. Review each candidate’s fit, setup requirements, provenance, risks, and limitations using the bundled local catalog.

• Finding skills for a specific development task
• Comparing full instructions before installation
• Checking setup requirements, provenance, and risks

Design criteria for using an LLM to judge AI responses through scoring or comparisons between two answers. Includes checks for order and length bias, plus validation against human judgments to assess evaluation reliability.

• Build an automated evaluation pipeline for AI responses
• Compare responses after changing a prompt or model
• Define shared scoring criteria for reviewers

Prepare an industry briefing once a project's sector is defined. It covers sector context, potentially applicable regulations, familiar interface patterns, technology choices, and risks, while separating verified evidence from hypotheses and questions requiring further review.

• Researching industry requirements before product design
• Checking regulations for a project's jurisdiction
• Choosing interface patterns familiar to target users