agent engineering roadmap

awesome loop engineering Build the system that prompts your agents. A teaching repo for loop engineering: chapters, an annotated reading list, copy-paste prompts, a runnable example, and a portable agent skill 设计与前端 · Claude Code 可用 · 风险提示 portaljs 🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and load datasets in minutes with agentic skills — any backend (CKAN, GitHub, Frictionless). 设计与前端 · Claude Code 可用 · 风险提示 SafeAgentDB Isolated databases for every AI agent branch. Build, test, and migrate in parallel. Production stays untouched. 设计与前端 · Claude Code 可用 · 风险提示 deepfork Don't fork the code. Fork the design. An agent skill that reverse-engineers any open-source repo into a clean explanation + a rebuildable clean-room blueprint — then builds YOUR version. Powered by knowledge graphs. 设计与前端 · Claude Code 可用 · 风险提示 upskill The recursive self-improvement loop for your skills (including itself) — runs a retro after every session and turns corrections into permanent skill improvements, so skills compound instead of plateauing. 设计与前端 · Claude Code 可用 · 风险提示 finding unknowns skills 8 installable skills for Claude Code and OpenAI Codex, for finding your unknowns before they get expensive: blindspot pass, brainstorms, interviews, references, plans, notes, pitches, and a merge quiz. Community distillation, not official Anthropic. 设计与前端 · Claude Code 可用 · 风险提示