Guides library

Original educational articles by Justin Helmer. Free to read. Written for humans first; tools second.

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Core · Beginner

LYGO lattice overview for newcomers

Vocabulary and map without assuming lore fluency.
Doctrine · Public vs canon

Public is reference. Lattice is canon.

LYGO Public Witness: Earth overlays stay REFERENCE; dual ledgers and eggs stay CANON.
Core · Practical

How to summon Δ9 AI champions

Step-by-step prompt practice and quality checks.
Core · Agents

When your AI agent says “done”

Falsifiable Continuum capsules and drift.

Operator craft

Templates
Write better AI task briefs
Six-block brief template agents can actually finish.
Teams
Multi-agent handoff playbook
Packets, roles, and drills across sessions.
Privacy
Redact secrets before you paste into AI
Checklist and rotate-on-exposure rule.
Security
Safe OpenClaw / ClawHub skill habits
Pre-install scans and incident notes.
Quality
Human review checklist for AI output
Before you publish code or prose.
Philosophy
Local-first AI tools
Defaults, consent, and when cloud wins.
Tour
Free tools on chatagent.ca
What each tool is for and is not.

Reference

Justin Helmer

Publisher of chatagent.ca · known as Excavationpro / Lightfather in LYGO projects. Writes practical guides on AI personas, agent handoffs, and free local-first tools. About · Contact