codevibing

Design effective collaboration between humans and AI agents where strengths combine and weaknesses complement. Use when building agent systems that require human judgment, creating effective handoff processes, designing agent transparency, building trust through explainability, or optimizing human-agent workflows. Covers task decomposition, human-in-the-loop patterns, and trust-building.

Design effective AI agent systems with clear architecture, capability planning, and tool integration. Use when building agent systems, designing agent workflows, planning tool ecosystems, defining agent roles and boundaries, or architecting multi-agent systems. Covers agent patterns, agentic loops, capability design, and system composition.

Design effective reasoning processes for AI agents and optimize decision-making strategies. Use when designing agent prompts, improving decision quality, implementing specialized reasoning modes, creating reasoning traces, or debugging agent mistakes. Covers prompting, chain-of-thought, reasoning depth, and decision evaluation.

Design reliable, safe, and trustworthy agent systems that fail gracefully and operate within bounds. Use when building guardrails, handling edge cases, preventing harmful outputs, monitoring for failures, implementing safety constraints, or designing error recovery. Covers failure modes, constraint systems, oversight mechanisms, and safety validation.

Apply systematic design methodologies from leading institutions for wellbeing-centered design. Use when structuring design processes, facilitating stakeholder engagement, creating emotional resonance, integrating values, or evaluating design decisions. Combines TU Delft's rigorous human-centered approaches with Tongji's emotional and experiential design.

Apply research-through-design (RtD) methodology to investigate wellbeing in design contexts. Use when conducting user research, creating prototypes for understanding user needs, iteratively validating design decisions, or documenting lived experiences. Combines qualitative inquiry with iterative design and participant co-creation.

Design interfaces and products that foster human wellbeing using Pieter Desmet's 13 fundamental human needs framework. Use when evaluating design decisions, creating user experiences, or ensuring products support psychological and emotional flourishing. Covers autonomy, competence, relatedness, hedonic needs, and more.

Design and interpret validated psychometric instruments for measuring wellbeing outcomes. Use when creating measurement frameworks, selecting assessment tools, designing surveys, or analyzing wellbeing data. Covers reliable scales with strong psychometric properties for research and evaluation.