PCA CLI

Never lose project context again.

PCA gives AI agents persistent memory. Commit decisions, query context, and keep every session grounded — without repeating yourself.

npm install -g @quantpartners/pca

Windows users: If PowerShell blocks pca, use pca.cmd or run Set-ExecutionPolicy -Scope CurrentUser -ExecutionPolicy RemoteSigned as Administrator.

What is PCA?

When you build with AI agents, context disappears between sessions. You repeat decisions. Prompts grow. The project loses continuity.

PCA fixes that.

Git tracks code history.
PCA tracks project context history.

• Store decisions, milestones, and project memory in Markdown
• Query only what's relevant — agents never read the full context
• Works offline, no API key required to start

Quickstart

pca setup        # guided onboarding
pca init         # initialize memory in your project
pca commit "Defined auth strategy" --type decision
pca status       # see your context state

Modes

Start local. Upgrade when your project grows.

pca setup --mode local-only     # no API key needed
pca setup --mode byok --api-key <key>
pca setup --mode cloud

Core Commands

# Setup & diagnostics
pca setup               # guided onboarding
pca doctor              # diagnose your setup
pca status              # project memory state
pca health              # context size and hallucination risk

# Memory
pca init                # initialize PCA in your project
pca commit "message"    # record a decision or milestone
pca commit "message" --type decision|feature|architecture|product
pca logs                # view context history
pca logs --last 10
pca logs --type decision

# Query & tasks
pca query "auth strategy"         # search project memory
pca task "build login screen"     # generate compact agent context

# Sync & close
pca sync                # sync memory to vector store
pca close               # close session and update changelog

# Account
pca login / logout / whoami

Context Health

PCA warns you before context gets too large and agents start hallucinating.

pca health

🟢 Context Health — SAFE
────────────────────────────────────────
Words        3,400
Tokens       ~2,550 / 15,000
Usage        17%

A 💡 PCA advice warning appears automatically after any command when your context approaches the limit.

Credentials & Storage

PCA stores everything in ~/.pca/ — never inside your project:

~/.pca/auth.json      # PCA session
~/.pca/config.json    # global config
~/.pca/secrets.json   # API keys (fallback)

Your project only contains:

PCA_INDEX.md
AGENTS.md
.pca/config.json
pca/

No secrets. No .env pollution.

Typical Flows

Local only (no API key)

pca setup --mode local-only
pca init
pca commit "initial context snapshot"
pca logs

With OpenAI (vector search)

pca setup --mode byok --api-key <key>
pca init
pca sync
pca task "build checkout flow"

Roadmap

0.1–0.4  CLI base, Git-style commits, global auth ✓
0.5      PCA Cloud sync beta
0.6      Dashboard + token savings analytics
1.0      Context OS for AI builders

Limitations

• Cloud login requires a hosted PCA backend (not included in CLI)
• No web dashboard yet
• No multiuser project sharing yet
• Visual memory stores metadata only — multimodal analysis coming in v2

Development

npm install
npm run build
npm run typecheck
npm test

npm link        # local global install
pca help