The GitHub for the AI Era
AI ζΆδ»£η GitHub
Deposit your core AI assets. Skills, Prompts, Workflows β let your experience be discovered, used, and improved.
10 experiences shared
EDITOR'S PICK
How I cut my Claude Code bill from $800 to $150/month
5 optimizations on a 50k-line TypeScript project. Per-session tokens: 150K β 60K.
TRENDING THIS WEEK
What You Don't Know About Claude Code: Architecture, Governance & Engineering Practice
Deep dive into Claude Code architecture. How to govern AI-generated code at scale.
5 AI Automation Workflows That Save 10 Hours Per Week
Practical automation workflows for daily tasks. From email triage to report generation.
How Anthropic's Own Team Uses Claude Skills (Official)
Translated from Anthropic's official blog. How the team behind Claude uses Skills internally.
MORE EXPERIENCES
Claude Code Hidden Costs Revealed: A Deep Dive into Token Economics
Analyzing where tokens really go. Cache reads >90%, actual I/O <1%. Average $6/dev/day.
One Skill File Cut Token Usage by 42.5%
A single well-crafted Skill file reduced token consumption by 42.5%. Here's how.
awesome-agent-skills: The Ultimate Agent Skills Collection (26k+ stars)
Curated collection of agent skills. 26k+ GitHub stars. Free and open source.
Production-Grade Claude Code: MCP + Subagent + CLAUDE.md
Battle-tested setup for production Claude Code. 1.7x fewer defects, 2.74x fewer security vulnerabilities.
[Tested] 5 Tips to Cut Token Usage by 80%
Tested and verified: 5 practical tips that reduced token consumption by 80%.
Where Do Tokens Go? 4 Practical Monitoring Methods
Track where your tokens are being spent with 4 practical monitoring approaches.
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WHAT IS A TOKEN EXPERIENCE?
Every time you use an AI model, you consume tokens. But the real asset isn't the tokens β it's the experience you gain: what worked, what didn't, and why.
A Token Experience is a structured record of your AI workflow β your goal, tools, method, cost, result, and lessons learned.
Make your AI experience discoverable, reusable, and improvable.
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Your next breakthrough might be in someone else's $2 experiment.