Tags / Agent systems
Skills
- What Self-Improving Agents Actually Improve: Warp vs OpenAI Warp’s two-skill feedback loop is shippable; OpenAI’s shared-memory incident is not proven RSI. Skills compound from human labels—not weight updates.
- Book to Agent Skill: Nie’s Grassroots China Logic Toolbox nie-grassroots-logic turns Nie Huihua's book on grassroots governance into a Cursor/Codex skill: no full text, just frameworks for news, careers and policy.
- Lessons from hundreds of Skills inside Anthropic Anthropic's Thariq on running hundreds of Skills in Claude Code: a Skill isn't a Markdown file but a folder of scripts, assets and data agents can discover.
- Two product entrances: design for humans and agents LibTV shows a pattern worth copying: one capability core, a canvas for people, Skills for agents. That dual entrance may be the shape of agent-era products.
- gstack: the Claude Code factory YC's CEO uses Garry Tan open-sourced gstack, the Claude Code toolkit he actually runs: 15 Skills that turn a model into a virtual engineering team, while remaining YC CEO.
- Five design patterns for Agent Skills Google Cloud's five design patterns for Agent Skills: how to organize what goes inside one. From Tool Wrapper to Pipeline, each solves a different problem.
- Put Drucker, Munger, and Jobs into an AI decision system A founder turned six world-class thinking systems into agents — a Claude Code multi-advisor stack. Before a decision, the relevant master gets a pass.
- What a top Skill looks like: YC CEO's 600-line review prompt YC CEO Garry Tan open-sourced gstack. Its plan-ceo-review Skill is ~600 lines and reviews almost any plan. None of what makes it work is domain knowledge.
- Agent Skills Hub: finding and managing good Skills A Skills discovery platform built in three days: find good Skills, find who makes them, combine them. A picture of what pure vibe coding can actually ship.