Results for “framework-evaluation”

Provides technical leadership frameworks for architecture decisions, engineering team scaling, technology strategy, and technical debt assessment.

Design and implement evaluation harnesses for models, agents, and code. Use when creating benchmarks, designing eval metrics, or comparing system outputs.

Identify, evaluate, and prioritize design opportunities using impact-effort frameworks and strategic criteria.

Prioritize product work with explicit criteria, scoring, tradeoffs, and decision rationale.

Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more.

Offers, compensation framing, and negotiation planning. Use when evaluating offers or raises.

Web browser game development principles. Framework selection, WebGPU, optimization, PWA.

当个人希望提升自身在职业或社会中的不可替代性，以应对环境变化和不确定性时

Strategic patterns for solving intractable problems through cascading approximation, self-improvement, and heterogeneous evaluation from DeepMind's AlphaGo system

当面临信息过载或想法过多，需要筛选出值得投入资源（时间、精力）去执行的高价值想法时

Diagnose the PM-to-Director transition using altitude (scope) and horizon (time) axes, identify transition zones, and apply the Cascading Context Map when organizational direction is vague.

Orchestrate one or more thinking frameworks to work through any problem, decision, document, or idea rigorously. Diagnoses which frameworks fit — inversion, pre-mortem, assumption-mapping, socratic, adversarial-hat — then guides the user through them in the right sequence. Load when the user asks for deep thinking, says "help me think through this properly", "apply your best thinking frameworks", "I need to think carefully before deciding", or "what thinking tools should I use here". Also the entry point for any complex problem where the right framework is unclear. Covers product decisions, engineering tradeoffs, personal decisions, strategy, creative challenges — any domain.

Analyzes evaluation patterns across completed plans and evolves the superpowers checklists accordingly.

Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles.

当需要将生活或工作中的复杂情境转化为可管理、可执行的系统时，或当感到迷茫、缺乏动力、陷入社会比较时，调用此模型来重新构建认知和行动框架

Use when assessing new ideas, technologies, or approaches before committing resources to them. This skill provides a framework for evaluating innovation opportunities systematically, separating genuine breakthroughs from hype.

Provides a formal evaluation framework for Claude Code sessions, implementing eval-driven development (EDD) principles to define pass/fail criteria, measure reliability with pass@k metrics, and create regression test suites.

Evaluate scientific claims and evidence quality by assessing experimental design, identifying biases and confounders, and applying evidence grading frameworks like GRADE and Cochrane Risk of Bias.

Codified expertise for electricity and gas procurement, tariff optimization, demand charge management, renewable PPA evaluation, and multi-facility energy cost management. Informed by energy procurement managers with 15+ years experience at large commercial and industrial consumers. Includes market structure analysis, hedging strategies, load profiling, and sustainability reporting frameworks. Use when procuring energy, optimizing tariffs, managing demand charges, evaluating PPAs, or developing energy strategies.