soleio/luck

Unofficial distillation and executable skill for Stanford CS329A Self-Improving AI Agents

The doctor's manual for AI agent skills — audit, score and build skills with an evidence-based standard. 技能医生

28 eval-informed mental models and critical-thinking skills for Claude Code, GitHub Copilot, Codex, Cursor, and other Agent Skills-compatible tools

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

AI agent skills for thinking clearly, making better decisions, and getting things done. Strategy, research, decision-making, planning, risk management, negotiation, execution, strategic thinking, BMAD-METHOD elicitation, reasoning, business strategy, market research, competitive intelligence, forecasting, scenario planning, problem solving, priorit

BASE is an open framework and proposed standard for shaping AI through conversation—turning the way you work into a durable, portable method you control across tools and models.

Give you decision-ready references for the most common AI engineering problems

Architecture-first skill lifecycle for AI agents. BinEval binary scoring with threshold-blind, cross-family-calibrated judges, gated self-update loop, pressure testing, 10 authoring principles grounded in empirical research.