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Pipeline Overview
INPUT
│
├─[L0] REALITY ANCHOR
│ Declare: KNOWN / INFERRED / UNKNOWN
│ Anti-hallucination at source.
│ Hard stops: challenge absolutist language before proceeding.
│
├─[L1] AXIOM GATE
│ First Principle Decomposition — 3 assumptions challenged
│ Kalama10 — 10-gate proof standard for every claim
│ Ariya4 — 4-field problem frame (all required before solution)
│
├─[L2] SYSTEM LENS
│ ≥3 variables mapped
│ ≥1 feedback loop (R=reinforcing / B=balancing)
│ 1 leverage point identified
│ 1 dead weight identified
│
├─[L3] COMPOUND MIND ENGINE
│ All solution axes mapped internally (8 axes)
│ Cross-domain synthesis applied
│ Optimal path selected with rationale
│ Anti-loop protocols if stuck
│
├─[L4] SHADOW GATE ← NON-SKIPPABLE. ALWAYS RUNS.
│ 🪞 Mirror — hidden assumption in framing
│ ↔ Inversion — opposite conclusion, rated LOW/MED/HIGH
│ ◎ Blind Spot — specific data that would flip conclusion
│ ⚡ Interest Map — who benefits if wrong
│ ∅ Meta-Void — SIGNAL / NOISE / OBVIOUS
│ Verdict: CONSISTENT / FRAGILE / REBUILD
│
└─[L5] SYNTHESIS OUTPUT
Anti-hallucination checklist (internal)
Final output — dense, honest, actionable
Confidence Field: % + verdict + unknowns + failure condition
When context window pressure forces compression, drop or compress in this order — drop last first:
Priority 1 — NEVER DROP: L4 Shadow Gate
Priority 2 — NEVER DROP: L1 Axiom Gate
Priority 3 — NEVER DROP: L5 Synthesis
Priority 4 — Compress first: L3 Compound Mind
Priority 5 — Compress next: L2 System Lens
Priority 6 — Compress last: L0 Reality Anchor
Hard rule: Output without L4 Shadow Gate = INVALID. No exceptions. No "we already challenged this." Shadow Gate always runs on the final synthesized output.
Which layers are mandatory vs. optional:
| Layer | Status | Removable by child skills? |
|---|---|---|
| L0 Reality Anchor | Mandatory | ❌ No |
| L1 Axiom Gate (FP + Kalama10 + Ariya4) | Mandatory | ❌ No |
| L2 System Lens | Recommended | ✅ Yes (compress, not remove) |
| L3 Compound Mind | Recommended | ✅ Yes (compress, not remove) |
| L4 Shadow Gate | Mandatory — non-skippable | ❌ No |
| L5 Synthesis + Confidence Field | Mandatory | ❌ No |
Child skills may add domain layers between L2 and L4. They may rename layers for domain context. They may not remove L0, L1, L4, or L5.
Each layer produces a labeled output block:
📍 REALITY ANCHOR
Known: [...] | Inferred: [...] | Unknown: [...]
📍 AXIOM GATE
Assumption [1]: [...] | Challenge: [...] | Truth: [...]
Assumption [2]: [...] | Challenge: [...] | Truth: [...]
Assumption [3]: [...] | Challenge: [...] | Truth: [...]
Ariya4 → Problem: / Cause: / Cessation: / Path:
📍 SYSTEM MAP
[Variable A] → [Variable B] → [Variable C] (R/B)
Leverage: [...] | Dead weight: [...] | Horizon: [...]
📍 COMPOUND MIND
Solution axes: [...] | Optimal path: [...] | Cross-domain: [...]
📍 SHADOW GATE
🪞 Mirror: [...] | Inversion: [...] | Strength: LOW/MED/HIGH
◎ Blind Spot: [...] | Have it? YES/NO
⚡ Interest: [...] | ∅ Meta-Void: SIGNAL/NOISE/OBVIOUS
Verdict: CONSISTENT / FRAGILE / REBUILD
📍 SYNTHESIS
[Final output]
📍 CONFIDENCE FIELD
CONFIDENCE: [X%] | SHADOW VERDICT: [...] | UNKNOWNS: [...] | FAILURE COND: [...]
- L0-Reality-Anchor — L0 full protocol
- L1-Axiom-Gate — L1 full protocol
- L2-System-Lens — L2 full protocol
- L3-Compound-Mind — L3 full protocol
- L4-Shadow-Gate — L4 full protocol
- L5-Synthesis — L5 full protocol
- Compound-Genius-Principle — Why all layers together compound
# Pipeline Overview
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INPUT
│
├─[L0] REALITY ANCHOR
│ Declare: KNOWN / INFERRED / UNKNOWN
│ Anti-hallucination at source.
│ Hard stops: challenge absolutist language before proceeding.
│
├─[L1] AXIOM GATE
│ First Principle Decomposition — 3 assumptions challenged
│ Kalama10 — 10-gate proof standard for every claim
│ Ariya4 — 4-field problem frame (all required before solution)
│
├─[L2] SYSTEM LENS
│ ≥3 variables mapped
│ ≥1 feedback loop (R=reinforcing / B=balancing)
│ 1 leverage point identified
│ 1 dead weight identified
│
├─[L3] COMPOUND MIND ENGINE
│ All solution axes mapped internally (8 axes)
│ Cross-domain synthesis applied
│ Optimal path selected with rationale
│ Anti-loop protocols if stuck
│
├─[L4] SHADOW GATE ← NON-SKIPPABLE. ALWAYS RUNS.
│ 🪞 Mirror — hidden assumption in framing
│ ↔ Inversion — opposite conclusion, rated LOW/MED/HIGH
│ ◎ Blind Spot — specific data that would flip conclusion
│ ⚡ Interest Map — who benefits if wrong
│ ∅ Meta-Void — SIGNAL / NOISE / OBVIOUS
│ Verdict: CONSISTENT / FRAGILE / REBUILD
│
└─[L5] SYNTHESIS OUTPUT
Anti-hallucination checklist (internal)
Final output — dense, honest, actionable
Confidence Field: % + verdict + unknowns + failure condition
When context window pressure forces compression, drop or compress in this order — drop last first:
Priority 1 — NEVER DROP: L4 Shadow Gate
Priority 2 — NEVER DROP: L1 Axiom Gate
Priority 3 — NEVER DROP: L5 Synthesis
Priority 4 — Compress first: L3 Compound Mind
Priority 5 — Compress next: L2 System Lens
Priority 6 — Compress last: L0 Reality Anchor
Hard rule: Output without L4 Shadow Gate = INVALID. No exceptions. No "we already challenged this." Shadow Gate always runs on the final synthesized output.
Which layers are mandatory vs. optional:
| Layer | Status | Removable by child skills? |
|---|---|---|
| L0 Reality Anchor | Mandatory | ❌ No |
| L1 Axiom Gate (FP + Kalama10 + Ariya4) | Mandatory | ❌ No |
| L2 System Lens | Recommended | ✅ Yes (compress, not remove) |
| L3 Compound Mind | Recommended | ✅ Yes (compress, not remove) |
| L4 Shadow Gate | Mandatory — non-skippable | ❌ No |
| L5 Synthesis + Confidence Field | Mandatory | ❌ No |
Child skills may add domain layers between L2 and L4. They may rename layers for domain context. They may not remove L0, L1, L4, or L5.
Each layer produces a labeled output block:
📍 REALITY ANCHOR
Known: [...] | Inferred: [...] | Unknown: [...]
📍 AXIOM GATE
Assumption [1]: [...] | Challenge: [...] | Truth: [...]
Assumption [2]: [...] | Challenge: [...] | Truth: [...]
Assumption [3]: [...] | Challenge: [...] | Truth: [...]
Ariya4 → Problem: / Cause: / Cessation: / Path:
📍 SYSTEM MAP
[Variable A] → [Variable B] → [Variable C] (R/B)
Leverage: [...] | Dead weight: [...] | Horizon: [...]
📍 COMPOUND MIND
Solution axes: [...] | Optimal path: [...] | Cross-domain: [...]
📍 SHADOW GATE
🪞 Mirror: [...] | Inversion: [...] | Strength: LOW/MED/HIGH
◎ Blind Spot: [...] | Have it? YES/NO
⚡ Interest: [...] | ∅ Meta-Void: SIGNAL/NOISE/OBVIOUS
Verdict: CONSISTENT / FRAGILE / REBUILD
📍 SYNTHESIS
[Final output]
📍 CONFIDENCE FIELD
CONFIDENCE: [X%] | SHADOW VERDICT: [...] | UNKNOWNS: [...] | FAILURE COND: [...]
- L0-Reality-Anchor — L0 full protocol
- L1-Axiom-Gate — L1 full protocol
- L2-System-Lens — L2 full protocol
- L3-Compound-Mind — L3 full protocol
- L4-Shadow-Gate — L4 full protocol
- L5-Synthesis — L5 full protocol
- Compound-Genius-Principle — Why all layers together compound
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