Five days of building. What happened, what it means, what's next, and what this unlocks for Athio.
Product 1: Align360 — Samuel Ngu's AI coaching OS. His FLC Wisdom Framework, 36 tools, 5 life phases, all accessible through an AI that thinks and speaks like Samuel. Live at align360.betaapp.io (Sumit's deployment) with align360.io set up in NowPage for publishing.
Product 2: The Clone Factory — Athio's infrastructure for turning any expert's IP into an AI coaching OS. 18 automated skills, config-driven pipelines, quality scoring, feedback loops. This is the thing that makes Product 1 repeatable.
Samuel is Expert #1. Muka is Expert #2 (queued). Every decision we make on Samuel also builds the factory for Muka and beyond.
| Layer | What It Is | Who Uses It | Status |
|---|---|---|---|
| Mastery OS | Jason's global platform — the shell where clones live. Chat, tools, journals, subscriptions. Will demoed early prototype and gathered A360 resources (prompts, knowledge files for spine). Sumit deployed to betaapp.io. | End users | Active Dev |
| Clone Factory | Automated pipeline: research → extract → build → test → ship. 23 blocks, 10 phases. factory.asapai.net | Jason, Sumit | v5 Deployed |
| Feedback Loop | Expert audits → AI classifies → corrections push to factory → blocks re-run → clone improves. Full PRD | Samuel, Will | Wired |
Will built a simple Vercel clone with knowledge files as the spine, wrote prompts and framework prompts. Jason took those files and built the architecture: Boarding Pack and A360 Command Center. Sumit pulled Will's demo and frameworks into align360.betaapp.io. Jason set up align360.io in NowPage for publishing and promotion.
Then Jason ran 3 parallel Claude Code sessions (the AI asymmetry strategy) to build the factory infrastructure, audit flow, and feedback loop simultaneously. Five days produced everything on this page.
| Level | What It Does | Example | Status |
|---|---|---|---|
| Clone Factory | Turns expert IP into an AI coaching clone. 23 blocks, feedback loops, quality gates. | Samuel → Align360 | Built |
| Meta-Factory | Creates OTHER agentic workbenches using same block/DAG/quality architecture. Different blocks, same spine. | Newsletter factory, course factory | Architecture Ready |
| Lite Version | Quick extraction → live demo pages in expert's voice. Published via NowPage in real-time. The "try before you buy." | Expert signs up → live webpage in minutes | Not Started |
Samuel took ~5 days. Muka reuses all 18 skills, the template, testing, and feedback loop. Estimated: 2-3 days pipeline + 1 day audit.
Every correction teaches the factory. Voice extraction improves. Framework detection sharpens. By Expert #5, default quality is materially higher.
Infrastructure cost is sunk. Each new expert: ~$10-30 LLM + a few days. $178-298/yr per user is nearly pure margin after Expert #1.
Quick extraction → live webpage in expert's voice → published to real URL in real-time. Prospect watches their content generated live during the pitch.
FORGE+SHIFT is Samuel-specific — his custom anti-slop framework extracted from his IP. GOLDEN/SHARP/Governance are universal but scored on Samuel's output.
| Dimension | Type | Score | Change | Status |
|---|---|---|---|---|
| Governance (FLC Wisdom) | Samuel | 10.0 | Held | Perfect |
| GOLDEN (build) | Universal | 9.56 | Held | Ship |
| SHARP (output) | Universal | 9.19 | Held | Ship |
| Voice Fidelity | Samuel | 9.37 | Held | Ship |
| Framework Accuracy | Samuel | 9.63 | Held | Ship |
| FORGE (anti-slop input) | Samuel | 8.51 | +0.77 | Improved |
| SHIFT (anti-slop output) | Samuel | 9.07 | +0.55 | Improved |
| Self-Check | Universal | 9.43 | New | Ship |
| Failure Recovery | Universal | 9.58 | New | Ship |
Caveat: Claude-on-Claude scores. Ceiling estimates. Real validation = Samuel's audit. Full Report
| Source | Status |
|---|---|
| CanvasRebel interview + Crowned Bowman bio | Extracted |
| 5 Perplexity deep research queries | Extracted |
| System Prompt v6.1 + Knowledge Files | Extracted |
| Team meeting transcripts (Mar 4-6) | Extracted |
| Module text extractions (2-8) | Complete |
| Additional coaching transcripts | Sumit's domain — check inventory |
Sumit has additional transcript material. Jason is building a middleware service for automated transcription for future experts. More raw material = better voice + CTA extraction.
Future: drag-and-drop boarding page where experts upload everything and watch their boarding page build in real-time.
~72% to alpha
| Milestone | Status | Blocked By |
|---|---|---|
| IP Extraction (18 skills) | Done | — |
| Clone Compilation | Done | — |
| Automated Testing (50 scenarios) | Done | — |
| Expert Audit | Ready | Samuel's time |
| Correction Cycle | Wired | Audit results |
| Mastery OS Integration | Next Week | Jason + Sumit sync |
| Onboarding Flow | Built | Platform integration |
| Lead Magnet | Built | Landing page + Stripe |
| Payment | Not Started | Mastery OS + Stripe (design) |
The Command Center defined 14 skills. We expanded to 18 skills + 5 productization blocks during execution:
| Command Center | Factory | Delta |
|---|---|---|
| L0 Recon (3 → 3) — Same | ||
| deep-research, expert-recon, masterybook-sync | Same | — |
| L0.25-0.5 NEW (0 → 2) | ||
| — | expert-framework-creator | Added FORGE+SHIFT per expert |
| — | demo-compiler | Added Quick JV sales demo |
| L1/2 Extractors (5 → 6) | ||
| soul, voice, framework, resource, design-system | Same + offer-extractor | +1 CTA/pricing |
| L2.5 Synthesizers (2 → 2) — Same | ||
| rubric-builder, gap-analyzer | Same | — |
| L3 Builders (3 → 3) — Same | ||
| clone-compiler, lead-magnet, onboarding | Same | — |
| L3.5 Validation (0 → 1) | ||
| — | clone-tester | Added 50-scenario automated QA |
| L4 Orchestration (1 → 1) — Same | ||
| boarding-orchestrator | Same | — |
| L5-6 NEW Blocks (0 → 5) | ||
| — | marketing-page, email-sequence, stripe-setup, audit-publisher, publish-orchestrator | Blocks only |
Nothing missed. All 14 original skills present. Added 4 skills + 5 productization blocks. Scope expanded, not reduced.
Factory builds the CLONE. But Align360 the product also needs:
| Item | Status | Owner |
|---|---|---|
| Chat interface in Mastery OS | Prototype at betaapp.io | Jason + Sumit |
| Phase 0 tools (7 stacks) live in chat | Extracted, not integrated | Platform |
| Phase 1 tools (8 stacks) live in chat | Extracted, not integrated | Platform |
| Onboarding integrated | Built standalone | Sumit |
| StoryBank (cross-session memory) | Not started | Platform |
| User profiles | Not started | Platform |
| Stripe ($178/$298) | Not started | Jason (design) |
| Landing page at align360.io | Domain ready | Marketing |
| B2B features | Future | Post-beta |
Factory produces clone artifacts. Items above are the PRODUCT SHELL. Command Center tracks these. Jason + Sumit sync next week = critical path.
Clone Factory (factory.asapai.net) = Athio infrastructure for expert clones. /new = new expert clones.
Meta-Factory = the HIGHER-ORDER system. Same block/DAG/quality-gate/feedback-loop architecture to create OTHER types of agentic workbenches. Clone factory is workbench #1. The meta-factory creates workbenches for newsletters, courses, content repurposing, competitive intel — any repeatable multi-step process.
Architecture already supports it — Process Factory Engine is template-driven. Clone factory = one template. Newsletter factory = different template, same engine, same UI, same quality pipeline.
| Feature | What | Why |
|---|---|---|
| Intake Page | 4-step wizard | No hand-crafting JSON |
| Corrections API | Audit → factory blocks | Closes the loop |
| Cost Tracking | Per-call logging, budget caps | Know exact cost per expert |
| Multi-Key Auth | Operator / Agent / Admin | Humans + FORGE + n8n |
| Iteration Limits | Max 3 cycles | No runaway costs |
| Template Lookup | Create from template ID | One-click onboarding |
93.8% = AI-on-AI. Zero human validation. Audit page ready.
Clone = standalone API. Needs to live in platform. Jason + Sumit next week. Current prototype
Stripe not started. Design session in progress
Self-Check Protocol in system prompt Section 13.
Check Sumit's transcript inventory. More coaching-style content improves voice + CTA.
Drag-and-drop + Google Drive boarding page. Create page in real-time as expert uploads. First impression = sales demo.
Regenerate audit scenarios after corrections. Doesn't exist yet.
All deferred to v5.1+. Current manual flow works for alpha.
| Step | Status | Links |
|---|---|---|
| 1. Collect | Shipped | Audit + Review |
| 2. Classify | Shipped | audit-analyze + target_block |
| 3. Aggregate | v5.1 | — |
| 4. Triage | Shipped | Dashboard |
| 5. Correct | Shipped | Push to Factory → corrections-ingest |
| 6. Re-run | Shipped | Corrections as LLM context |
| 7. Converge | v5.1 | — |
5/7 operational. Handoff | Path forward
| When | What | Requires |
|---|---|---|
| Apr 1 | Samuel audits. First correction cycle. Jason + Sumit sync. | Samuel + Sumit time |
| Apr 7 | Alpha-ready. Correction complete. Platform integration. | Transcripts + Stripe |
| Apr 14 | Muka enters factory. Samuel in Mastery OS staging. | Derek materials. Platform staging. |
| Apr 21 | Samuel alpha (small group). Muka in testing. 2 experts validated. | Payment. Early access list. |
| May | Beta. Expert #3. Lite demo concept. | Sales pipeline. |
Clone factory = core business. Meta-factory extends to other workbench types. Each expert partnership = recurring revenue, decreasing cost.
Mentorship reaches thousands. IP generates revenue while he sleeps.
Each clone = new product. More experts = flywheel.
Lite demo: extract → live webpage in expert's voice → published in real-time during the pitch.