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Your AI Agent Wastes Half Its Tokens on Bullshit — This Repo Fixes That

A repo that started as a joke about making AI agents talk like cavemen has hit 105K stars and shipped a proxy, SDK, and 30+ agent support. Here's whether the token savings are real or just meme magic.
107,643 stars JuliusBrussee/caveman 8 min read

Browser Use Cloud Skill: 112K Stars and Counting — Is This the Documentation Layer Claude Code Was Missing?

A hands-on review of the Browser Use Cloud skill from SkillsMP — a documentation reference for the cloud-hosted browser automation API, currently trending as a breakout skill. We dig into whether it's worth installing if you're working with browser-use-sdk, CDP, or stealth browsers.
0 stars cloud 7 min read

Ponytail: I Let a "Lazy Senior Dev" Skill Audit My AI Agent's Output — Here's What Happened

A no-nonsense review of DietrichGebert/ponytail, the AI agent skill that promises to cut 54% of your generated code without sacrificing safety. We dig into what it actually does, whether the benchmarks hold up, and whether you should install it today.
142,951 stars DietrichGebert/ponytail 9 min read

I Installed Python-Patterns to See If Claude Code Could Actually Teach My Agent to Write Better Python

A practical review of the python-patterns skill from affaan-m's ECC — 244k stars deep, peaking hard on SkillsMP. I dug into whether this PEP 8 / type hints / EAFP reference is worth dropping into your Claude Code skill stack.
0 stars python-patterns 7 min read

149K Stars for a Folder of AI Personas? I Dug Into Agency Agents So You Don't Have To

A shell-script-driven collection of 100+ AI agent personas for Claude Code, Cursor, and a dozen other tools — viral for a reason, but it's not without sharp edges. Here's my honest take after reading through the install scripts, the roster, and the recent commits.
154,442 stars msitarzewski/agency-agents 8 min read