PAI v2.4.0 — The Algorithm
Our first attempt at a general problem solver built into PAI to pursue Euphoric Surprise.
The Algorithm
v2.4 introduces a structured, 7-phase approach to problem-solving. It's an experiment in making AI work more verifiable.
| Phase | Name | Purpose |
|---|---|---|
| 1 | OBSERVE | Gather information, understand current state |
| 2 | THINK | Analyze intent, desired outcome, failure modes |
| 3 | PLAN | Build Ideal State Criteria (ISC) - testable success conditions |
| 4 | BUILD | Construct the solution components |
| 5 | EXECUTE | Take action, track progress against criteria |
| 6 | VERIFY | Confirm all criteria met with evidence |
| 7 | LEARN | Capture insights, define next steps |
Ideal State Criteria (ISC)
The core mechanism is exactly 8-word, binary-testable conditions that define success. If you can define testable criteria upfront, you can actually verify whether something worked.
What's New
| Feature | Description |
|---|---|
| The Algorithm | 7-phase problem-solving with ISC tracking |
| 29 Skills | Up from 20—expanded domain coverage |
| 15 Hooks | Refined hook architecture |
| 331 Workflows | Comprehensive automation library |
| Improved Wizard | Better interactive setup with voice support |
| Voice Notifications | ElevenLabs integration for spoken alerts |
| Observability Dashboard | Real-time system monitoring |
| AllowList Enforcement | Security control for releases |
Installation
git clone https://github.com/danielmiessler/PAI.git
cd PAI/Releases/v2.4
[ -d ~/.claude ] && mv ~/.claude ~/.claude-backup-$(date +%Y%m%d)
cp -r .claude ~/
cd ~/.claude && bun run PAIInstallWizard.tsNamed Agents
| Agent | Specialty |
|---|---|
| Algorithm | ISC tracking, verification work |
| Architect | System design, distributed systems |
| Engineer | TDD, implementation patterns |
| Artist | Visual content, prompt engineering |
| Designer | UX/UI, accessibility |
| QATester | Browser automation, verification |
| Pentester | Security testing |
| Intern | High-agency generalist |
Full Documentation
See Releases/v2.4/README.md for complete documentation.