Layman — AI Output, Finally in English

🪵 Built on Caveman. Upgraded for humans.

Layman
explains what
changed.

Many agents do work. User still confused.
Layman turns giant technical dumps into short,
plain-English handoffs people actually read.

Install in 60s See how it works
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The problem

Noise in.
Clarity out.

AI agents ship code fast. The bottleneck is understanding what they just did. Layman fixes that.

Before — noise overload
Refactored auth flow by introducing
schema-level validation and response
normalization in authSubmitHandler().
Added defensive null guards for
payload.user and payload.session,
split error branches by transport vs
domain failure…
Clarity
Action
Readable
After — Layman summary
Done:
– Fixed login form when credentials wrong
– Prevented crashes from bad server data
– Added clear error messages

Why it matters:
Users get calm, clear messages instead
of a broken screen.

Check this:
Try one bad login + one valid login.
Clarity
Action
Readable
01
Agent finishes work

Let Claude Code, Cursor, Copilot, or any coding agent complete the implementation task.

any agent
02
Run /layman

One command converts technical output into a clean, human-readable handoff with clear next steps.

one command
03
Ship the clarity

Paste into Slack, Linear, Notion, or email. Validate one step. Merge and release.

instant handoff
95%
clarity score after Layman
60s
to install, any agent
9+
agents supported
0
jargon in the output

Modes

One tool.
Many voices.

From full plain-English summaries to ultra-compressed tokens — Layman adapts to your workflow.

/layman
Summary (default)

Done / Why it matters / What changed / Check this. The handoff that actually gets read.

Done: Fixed login bug
Why it matters: Users see clear errors
Check this: Try bad credentials
/layman explain
Explain

More context, plain terms defined, deeper reasoning. For when your team needs the full picture.

Short version: Signup catches bad input earlier.
Terms: Validation = checking format before send.
/layman lite
Lite

One sentence. Maximum brevity. Minimum tokens. Great for high-frequency agent loops.

Expiry check used “<” instead of “<=”.
/layman ultra
Ultra

Absolute compression. Near-zero token cost. For when you need Caveman speed at its fastest.

Expiry “<=” bug. Fix.

Install

Install in
60 seconds.

Pick your agent. Run one command. Works with every major coding agent.

↗ View on GitHub
AgentInstall command
Claude Codeclaude plugin marketplace add vamsi920/layman
Gemini CLIgemini extensions install github.com/vamsi920/layman
Cursornpx skills add vamsi920/layman -a cursor
Windsurfnpx skills add vamsi920/layman -a windsurf
Copilotnpx skills add vamsi920/layman -a github-copilot
Clinenpx skills add vamsi920/layman -a cline
Any agentnpx skills add vamsi920/layman

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