Privacy-First Language

PS-LANG

Zone-based syntax for controlling what AI agents see. Better benchmarks, clean handoffs, backwards compatible.

npx ps-lang@alpha init
🎉

Alpha Released - Now on npm!

PS-LANG v0.1.0-alpha.1 is now available. Install with npx ps-lang@alpha init and start controlling agent context today.

Agent Handoff Example
<. Current agent only - hidden from next agent .>
Research notes, debug info, internal reasoning

<#. Pass to next agent - clean context only #.>
Processed findings ready for Agent B

<@. Active workspace - current agent can edit @.>
Collaborative zone for current work

<~. AI-managed metadata - auto-generated ~.>
Timestamps, tags, benchmarks

<$. Business context - monetization strategy $.>
Pricing ideas, revenue notes
Clean Handoffs

Selective Context

Pass only relevant context between agents. No contamination, no noise, just clean inputs.

Benchmarking

Accurate Testing

Test each agent's true performance without upstream hints or reasoning contamination.

Multi-Agent

Pipeline Control

Define information flow in agent chains. Research → Analysis → Output, with precision.

Auto-Tagged Commands

Commands automatically structure output with PS-LANG context zones. No manual tagging needed.

.login          # Start your day
.daily          # Review schedule
.journal        # Auto-tagged daily entry
.blog           # Auto-tagged content generation
.commit         # Auto-tagged git commit
.handoff        # Agent-to-agent handoff
.logout         # End session

# Example: .journal auto-generates zones
<.journal 09-26-25-ps-lang
  <#. Pass to writing agent: Built PS-LANG specification #.>
  <. Hidden from agents: Debug notes, API keys, raw research data .>
  <@. Agent workspace: Generate blog post from today's work @.>
>

Multi-Agent Use Cases

What's Next

Week 1-2

Marketing sprint, blog posts, demo playground with use cases

Week 3-4

Filter MVP, CLI commands, LangChain adapter

Beta

.psl format, Clerk encryption, secrets management

Open Source

Build smarter agent workflows.
Control every handoff.