Verify documentation claims against codebase reality - two-pass extraction with pattern expansion for comprehensive drift detection
Agents
Designing, evaluating, and shipping autonomous AI agents.
7532 posts
Decision-making through deliberation - seeking unity through discernment rather than consensus through debate
Turn your markdown vault into a compounding knowledge wiki (Karpathy inspired). Six agent skills - knowledge grows with every conversation....
Project design skill for Claude Code — assembles complete planning packages for software projects
Context Layering & Engineering for Agentic Resources — Persistent memory, intelligent context, and structured project management for Claude...
Skills for apes like us, so we can do our jobs better and make our lives easier.
research & dispatch skills for Claude Code — 研究调度(Quick Recon + fact-check)+ 多模型调用器(纯调用器版)
Harness Engineering playbook — deterministic smoke/test/lint harness commands, strict architecture boundaries, entropy-control checks for au...
Evidence-based senior product designer skill for Claude Code — turns any UI/app build into research-driven, accessible, non-generic design....
面向硬件产品PCB方案设计的AI Agent,Agent会自动帮你进行需求确认,实时分析国内外各类芯片技术方案,进行器件选型,下载datasheet,输出BOM表,计算...
Parallel exploration of implementation approaches - implements multiple variants simultaneously and lets tests determine the winner
Xcode-free iOS development with xtool - build SwiftPM apps on Linux, Windows, and macOS without Xcode