danielmiessler/Personal_AI_Infrastructure v3.0.0

PAI v3.0.0 — The Algorithm Matures

on GitHub

PAI v3.0.0 — The Algorithm Matures

Constraint extraction, build drift prevention, persistent PRDs, and parallel loop execution

Seven Major Features

1. Algorithm v1.4.0 — From prototype to production. Constraint extraction, self-interrogation, build drift prevention, verification rehearsal, loop mode with parallel workers, plan mode integration.
2. Full Installer System — Electron GUI wizard + CLI fallback with auto-discovery of API keys and template-based settings generation.
3. 10 New Skills — IterativeDepth, Science, Remotion, WorldThreatModelHarness, WriteStory, Evals, USMetrics, ExtractWisdom, Cloudflare, Sales.
4. Agent Teams / Swarm — Coordinated multi-agent execution with shared task lists, parallel workers, and message passing.
5. Persistent PRDs — Requirements documents that survive across sessions with full lifecycle tracking.
6. Voice Personality System — Configurable personality traits that shape vocal expression.
7. Inline Verification Methods — Every ISC criterion tagged with explicit verification approach (CLI, Test, Static, Browser, Grep, Read, Custom).

Stats

• 38 Skills (up from 28)
• 20 Hooks (up from 17)
• 162 Workflows
• 1,229 Total Files
• Algorithm v1.4.0 (up from v0.2.25)

Breaking Changes

• INSTALL.ts replaced by PAI-Install/ directory (full installer system)
• Algorithm v0.2.x → v1.4.0 (complete reasoning rewrite)
• Voice server includes Qwen3 local TTS alongside ElevenLabs
• settings.json structure updated (installer handles generation)

Full Release Notes →

The version where the Algorithm stopped being a prototype and started being systematic.