Launching today
Layman
Caveman fork - but much cooler, Now anyone.. ANYONE can code
12 followers
Caveman fork - but much cooler, Now anyone.. ANYONE can code
12 followers
Layman is what happens when your AI stops writing essays and starts speaking human. It turns giant coding-agent dumps into clean “what changed” updates your team can read without a decoder ring. Bonus: brief modes can cut output tokens by up to 75%, so responses are faster and limits hurt less. One-line install. Works with Claude Code, Codex, Cursor, Windsurf, Copilot, Gemini, and more.
Hi Hunters, I taught AI coding agents to speak human.
AI can ship code in minutes. But the handoff is still a wall of text.
LLMs are verbose by default.
They repeat, over-explain, and burn tokens on filler.
That means slower responses, faster usage limits, and more “wait, what changed?” moments.
Layman fixes that.
It makes your agent output clear, short, and useful — while cutting the fluff.
What stands out
🧠 Plain-English handoffs: updates your whole team can understand fast
✂️ Up to 75% fewer output tokens in brief modes (same core meaning, less noise)
⚡ Faster responses: fewer tokens to generate = quicker answers
🎚️ Multiple modes: Summary, Explain, Lite, Full, Ultra, Wenyan
📝 Better delivery tools: layman-commit, layman-review, layman-compress
🔌 Works across major agents: Claude Code, Codex, Cursor, Windsurf, Gemini, Copilot, Cline
🆓 Free + MIT
Before and after
Normal agent output:
“Refactored validation pipeline, normalized response mapping, updated retry semantics, and aligned edge-case fixtures…”
Layman output:
“Fixed signup errors.
Users now get clear feedback.
Check invalid + valid signup once before release.”
Real note
Layman is strongest for coding-task handoffs.
For deep research or nuanced writing, longer output can still be better.
Token savings depend on mode and workflow — but the clarity gain is immediate.
Perfect for teams using AI daily who want less noise, fewer follow-up questions, and faster decisions.