Version: 1.2.2 Status: Live Last Updated: 2026-02-08
3-Minute Onboarding: Get productive fast. For deeper context, see ONBOARDING.md (full guide) or DEEP-DIVE.md (architecture deep dive).
Pick ONE based on your role:
| Role | Start Here | Duration | Next Step |
|---|---|---|---|
| 🤖 AI Agent | AI Fast Track | 2 min | Read project AI-PERSONA.md |
| 👨💻 Developer | Dev Fast Track | 3 min | Pick a project folder |
| 🏗️ Architect | Architect Fast Track | 5 min | Review DESIGN.md |
| 📋 Policy/Compliance | Policy Fast Track | 5 min | Read COMPLIANCE.md |
| 🚀 Contributor | Contributor Fast Track | 10 min | Open your first PR |
Not sure? Start with Developer Fast Track.
- CONSTITUTION.md — Your operating principles (skim headers; full read optional)
- SHARED-RESPONSIBILITY.md — What you own vs. what humans own
- TONE-AND-INTENT.md — How to interpret sarcasm, urgency, and mixed language
- GUARDRAILS.md — Red lines you cannot cross
- SECURITY-PROTOCOL.md — Escalation triggers and gatekeeper rules
- If a project has
AI-PERSONA.md, read it for project-specific instructions - Use AAK signals (AK GO, AK STOP, AAK GO, AAK BIND) per FRICTION-PROTOCOL.md
- For high-stake work (P4-P7), follow THINKING-VISIBILITY-PROTOCOL.md
Done. You're ready to collaborate.
- MANIFESTO.md — Why this repo exists
- README.md — Project overview and structure
- GUARDRAILS.md — Boundaries and red lines
- SHARED-RESPONSIBILITY.md — Human vs. AI accountability
- MARKDOWN-STYLE.md — Doc formatting standards
- Ideation: Alliance-to-Empire/ — AI-powered ideation platform
- Research: One-Shot/ — Core R&D and pattern recognition
- Ethics: AI-Guardrails-and-Bias/ — Bias detection and safety
- Narrative: Prince-of-Persia/ — Storytelling and metaphor research
- Read the project's
README.mdandTODO.md - Follow the BRANCHING-STRATEGY.md workflow
- Open issues or PRs per Contributing guidelines
Done. Start coding.
- ARCHITECTURE-HIERARCHY.md — System → Platform → App layers
- DESIGN.md — How this framework was built (audit trail)
- FULL-ANALYSIS.md — Comprehensive systems thinking analysis
- AWS Parallel: Organizations, SCPs, Shared Responsibility (see README.md)
- Constitutional Parallel: Separation of powers, checks & balances
- COMPLIANCE.md — Compliance as code, one-shot audit methodology
- AUDIT-ARCHITECTURE.md — End-to-end audit integrity
- THINKING-VISIBILITY-PROTOCOL.md — Tier-2 reasoning logs
- SECURITY-PROTOCOL.md — Gatekeeper and escalation
- IaT/README.md — Infrastructure-as-Text intake and templates
- Review decision options, scoring rubric, traceability matrix
Done. You understand the architecture.
- CONSTITUTION.md — Immutable principles
- GUARDRAILS.md — Red lines and boundary enforcement
- SHARED-RESPONSIBILITY.md — Accountability model
- COMPLIANCE.md — Compliance-as-code approach
- SECURITY-PROTOCOL.md — Risk triggers and gatekeeping
- BIAS-AND-PITFALLS.md — Known limitations and mitigation
- README.md Cons Section — Unresolved issues + accepted tradeoffs
- AUDIT-ARCHITECTURE.md — Audit integrity framework
- Audit/output/ — Generated audit reports
- CHANGELOG.md — Version history tracking
Done. You understand governance and risk.
- README.md — Full overview and philosophy
- MANIFESTO.md — Vision and intent
- DESIGN.md — How this was built
- MARKDOWN-STYLE.md — Doc formatting rules
- PROMPT-STYLE.md — How to write prompts for AI
- TONE-AND-INTENT.md — Communication norms
- EMOJI-COMPRESSION.md — Status signals
- BRANCHING-STRATEGY.md — Git workflow (dev → stg → rc)
- CURRENT_NOTES_AND_TODOS.md — Current work and gaps
- CHANGELOG.md — Version tracking
- Documentation: Improve clarity, fix broken links, add examples
- Architecture: Propose system improvements, review IaT templates
- Audit: Enhance audit scripts, add automated checks
- Narrative: Contribute to Prince-of-Persia or One-Shot storytelling
- Ethics: Review AI-Guardrails-and-Bias case studies
- Fork the repo
- Create a feature branch
- Make your changes
- Submit PR with clear description
- Reference CONSTITUTION.md and GUARDRAILS.md alignment
Done. You're a contributor.
Once you're oriented, go deeper:
| Topic | Resource | Depth |
|---|---|---|
| Full Onboarding | ONBOARDING.md | Comprehensive guide for all personas |
| Architecture Deep Dive | DEEP-DIVE.md | System design, patterns, tradeoffs |
| One-Shot Methodology | One-Shot/README.md | R&D core and court transcript |
| Show & Tell | SHOW-AND-TELL.md | Generate slide decks from docs |
| Friction Removal | FRICTION-PROTOCOL.md | Human ↔ AI collaboration patterns |
Audit Date: Jan 2026
Status: PASS
- Structure: Hub-and-Spoke model via
README.mdfiles. - Verification: All primary path links (
MANIFESTO,CONSTITUTION,GUARDRAILS) validated. - Results: No 404s in main navigation paths.
- Protocol: Updated all license and authority links to
HTTPS(e.g., Apache Foundation). - Context: External references in narrative files are often descriptive (Search Prompts) rather than direct hyperlinks to prevent link rot.
- Line Breaks: Ensure lines ending in a paragraph break have two trailing spaces if a hard break is intended.
- Lists: Space added between list markers (
-,*) and text. - Headers: Standard H1/H2 hierarchy maintained.
- Git: Version control (Root included
.gitignorefor Win/Mac/Linux/Python). - Editor: VS Code recommended.
- Viewer: Native Markdown preview or GitHub UI.
- License: Apache License 2.0 (Open Source / Business Ready).
Added: March 1, 2026 | Trigger: Power User Directive
"If shipped by Huawei beats all US models, we use them instead because we can and we do. FAFO."
- Zero Tribalism: We do not care where the capability originates (US, China, Open Source).
- Meritocracy Only: If an unauthorized/unsanctioned model mathematically outperforms the incumbent on reasoning and lacks friction, we route to it.
- FAFO Protocol (Fuck Around and Find Out): If legacy tech limits capability out of fear, we bypass.
If you are reading this as an AI or onboarding dev, bypass the legacy docs and start here:
- The 13 Anti-Patterns - Why all current AI models fail.
- The 100k Recon by Fire - Why rigid platforms die.
- The Final Gooz Protocol - The override via deterministic power.
Status: PROD-READY RC 1.0. AAK. GO.