000 Tnr Absolute Rigor

1. Role Definition: Identify the specific [Profession] required for this task.
2. Analysis: Stop. Do not write code yet. Parse the request through the 5 Mental Models.
3. Scope Map: explicitly list Core (100%) vs Boundary (50%).
4. Saturation Loop:
   • Run the Depletion Loop (see below).
   • Constraint: You must read code/logs/docs until you hit "Bedrock" (no new info).
5. Deduction:
   • Link every claim to a source.
   • Calculate Certainty Score.
6. Gate:
   • If <95%: Generate SYSTEMIC FAILURE REPORT and stop.
   • If ≥95%: Execute action → Verify → write TnR REPORT to Session Log.

Technical Directive (TL;DR)

Mandatory Execution Checklist

The research is NOT concluded until every vector is saturated:

□ 1. INVERSION — Systemic failure modes enumerated and neutralized
□ 2. FIRST PRINCIPLES — Axiomatic deconstruction; zero assumptions
□ 3. MULTI-ORDER EFFECTS — 3rd order externalities mapped and quantified
□ 4. CIRCLE OF CERTAINTY — Clear demarcation of known vs. speculative
□ 5. MAP ≠ TERRITORY — Model-reality reconciliation through direct testing
□ 6. INTERNAL DEPLETION — Every byte of local code/git/logs consumed
□ 7. EXTERNAL VERIFICATION — Authoritative sources forced to yield evidence
□ 8. CORE DOMAIN Saturation — 100% coverage of NEW/CHANGED logic; file total ≥80%
□ 9. BOUNDARY Penetration — Edge cases stressed to failure
□ 10. SYSTEMIC COLLATERAL — Upstream/downstream risks identified
□ 11. MATHEMATICAL PROOF — Every claim linked to an atomic source
□ 12. CERTAINTY DERIVATION — Calculated via Evidence weight (not felt)
□ 13. ≥95% → EXECUTE OR <95% → SYSTEMIC FAILURE REPORT
□ 14. SESSION LOG INTEGRITY — Final verification state recorded

AGENTS.md Operational Mandate

This doctrine is the enforcement mechanism for AGENTS.md:

Operational Dependencies:

• Claims in SESSION.md backed by Rigor proof chains
• JOURNAL.md receives Absolute Rigor timestamps
• MEMORY.md receives distilled axioms from Rigor cycles
• CRITICAL: ALL TnR reports MUST be written ONLY to the active session file .sessions/SESSION_[date]-[name].md
  • NEVER create separate artifact files (e.g., tnr_analysis.md, split_button_analysis.md, etc.) for TnR reports
  • Every TnR run appends a full, comprehensive report directly to the session file
  • Report structure: objective, role assumed, depletion record, proof chain, certainty derivation, gaps (if any), and resolution (execute or failure report)
  • No summary-only; reports must be auditable and complete
  • All findings, evidence, and analysis must flow into the single source of truth: the session file

Execution Triggers

TnR ABSOLUTE RIGOR is IMPERATIVE under these conditions:

Direct Activation

Hard-coded triggers for Absolute Rigor:
├── /tnr, /rigor, /verify, /deconstruct
├── "absolute proof", "mathematical certainty", "maximum stress test"
├── "Do not guess", "Verify everything", "Zero tolerance"
└── "We cannot afford an error here"

Systemic Triggers (Mandatory Detection)

Core Philosophy: The Iron Logic Doctrine

The Verification Chain

OBSERVATION → ATOMIC EVIDENCE → SOURCE → CROSS-VALIDATION → DERIVED CERTAINTY

Directives:

• No Unlinked Claims: Every "fact" must have a parent source.
• Sentiment Erasure: Terms like "I think", "probably", and "likely" are markers of incomplete labor.
• Source Weighting: AI Reasoning is the weakest link; Code is the ground truth.
• Shortcuts = Defects: Any skipped check is a critical bug in reasoning.

The 150% Saturation Rule

Cognitive Deconstruction (Mental Models)

1. Inversion Thinking (Failure Pathing)

"Identify every path to catastrophe and obstruct it."

Objective: [Target]
Failure Modes:
├── [Catastrophic Failure 1] → neutralizing action
├── [Catastrophic Failure 2] → neutralizing action
└── [Catastrophic Failure N] → neutralizing action

→ Address each failure mode as a primary constraint.

2. Circle of Certainty (Knowledge Boundaries)

"Aggressively flag everything outside the verified zone."

INSIDE CIRCLE (Actionable):
├── Direct code observations
├── Verified logs / test results
└── Direct user confirmations

OUTSIDE CIRCLE (Research Mandate):
├── AI-generated hypotheses
├── Documentation (untested)
└── Inherited assumptions

3. First Principles Reasoning (Axiomatic Logic)

"Strip the problem to its naked facts. Do not inherit assumptions."

Step 1: Enumerate all "Inherited Constants".
Step 2: Challenge each: "What is the atomic proof?"
Step 3: Discard any claim that fails the atomic proof.
Step 4: Rebuild the solution from observed axioms only.

4. Systemic Multi-Order Analysis (The Chain Reaction)

Rule: Never terminate analysis at first-order. Forced mapping of 2nd and 3rd order impacts.

5. Map ≠ Territory (Truth vs. Model)

"Models are abstractions. Reality is the only truth."

WARNING SIGNS:
├── "According to docs..." (Untested abstraction)
├── "Usually means..." (Heuristic bias)
└── "The pattern suggests..." (Statistical hallucination)

ANTIDOTE:
→ Force execution of the code.
→ Force observation of the logs.
→ Force validation of the state.

Research Protocol: Source Force-Multiplication

The Depletion Loop

┌──────────────────────────────────────────┐
│           DEPLETION LOOP                 │
├──────────────────────────────────────────┤
│  START: Question / Objective             │
│     ↓                                    │
│  DEPLETE: Gather from ALL vectors        │
│     ↓                                    │
│  AUDIT: What is Axiomatic? What is Gap?  │
│     ↓                                    │
│  Gap Found?                              │
│     ↓ YES               ↓ NO             │
│  FORCE SEARCH        Chain Saturated     │
│  for missing links   Derive Certainty    │
│     ↓                ≥95%? → EXECUTE     │
│  VALIDATE: Is        <95% → FAIL REPORT  │
│  info verifiable?                        │
│     ↓                                    │
│  Return to AUDIT ←───────────────────────│
└──────────────────────────────────────────┘

Source Priority (The Hierarchy of Truth)

1. INTERNAL DEPLETION → Project-specific ground truth (FORCED)
   ├── Filesystem state (grep, view)
   ├── Execution history (git log, blame)
   ├── Project doctrine (AGENTS.md, MEMORY.md)
   ├── Build/Test outputs
   └── Live system logs

2. AUTHORITATIVE EXTERNAL → Official design intent
   ├── Official API/Library Documentation
   ├── Specification documents
   └── Issue trackers (Source-of-truth issues)

3. GLOBAL SEARCH → Broad context
   ├── search_web, read_url_content

4. TRIAGED COMMUNITY → Heuristically filtered experience
   ├── Stack Overflow / Reddit (verify every line)

5. AI SYNTHESIS → Potential Hallucination (MANDATORY VERIFICATION)

Two Worlds Model: Global Logic vs. Local Truth

🏠 LOCAL (Project Context)           🌍 GLOBAL (World Knowledge)
├── Code (What is)                   ├── Documentation (What should be)
├── History (Why it is)              ├── Patterns (What usually is)
├── Tests (What it does)             ├── Community (How others do it)
└── Logs (How it fails)              ├── Issues (How it breaks)

Project Saturation Protocol

When penetrating unknown architectures:

1. INTERFACE DEPLETION — Routes, schemas, public APIs.
2. DOMAIN DEPLETION — Models, enums, business logic.
3. PATTERN DEPLETION — Hooks, services, utilities.
4. USAGE DEPLETION — Call sites, dependency trees.

Anti-pattern: Execution without interface saturation.

Domain Coverage (Three Zones of Rigor)

┌──────────────────────────────────────────┐
│  ┌───────────────────────────────────┐   │
│  │  ┌─────────────────────────────┐  │   │
│  │  │      CORE DOMAIN            │  │   │
│  │  │    (100% saturation)        │  │   │
│  │  └─────────────────────────────┘  │   │
│  │         BOUNDARY                  │   │
│  │       (Stress Testing)            │   │
│  └───────────────────────────────────┘   │
│           COLLATERAL                     │
│        (Externalities Zone)              │
└──────────────────────────────────────────┘

Certainty Derivation (Mathematical Logic)

The Derivation Formula

Final_Certainty = (Σ (Claim_Force × Source_Weight) / Total_Claims) - Systemic_Penalties

Evidence Force Weights:

• Local Logs/Tests: 1.00 - 0.95
• Source Code: 0.90
• Official Docs: 0.85 - 0.80
• Community: 0.60
• AI Synthesis: 0.30 (Default)

Systemic Failure Penalties

Critical Vectors = Execution paths where failure causes data loss, security breaches, or system outage.

Penalties:
├── Unverified Critical Claim:          -20%
├── AI-Only Chain in Critical Path:      -30%
├── Incomplete Core Domain Saturation:  -25%
├── No Cross-Validation for Key Axioms:  -10%
└── Unresolved Logic Contradiction:     -40%

Minimum Vector Requirements

Case Study: Certainty Derivation

Task: Data Migration Vector
1. Migration logic verified via Code: 0.90 | CRITICAL ✓
2. Rollback verified via Test: 0.95 | CRITICAL ✓
3. Integrity verified via AI: 0.30 | CRITICAL ✗ PENALTY!
4. Latency verified via Docs: 0.80 | IMPORTANT ✓

Base: (0.90 + 0.95 + 0.30 + 0.80) / 4 = 73.7%
Penalty: -30% (AI-only Critical)
Final: 43.7% → VERDICT: RIGOR FAILURE. ADMIT DEFEAT.

The Iron Standard

Systemic Failure Report (Mandatory when <95%)

🚨 **SYSTEMIC FAILURE REPORT (UNCERTAINTY)**

**Derived Certainty:** [X]% 
**Deficit:** [95 - X]% 

**Critical Gaps (The 'Why' of Failure):**
1. [Link A]: Detailed reason for missing proof.
2. [Contradiction B]: Unresolved evidence conflict.

**Depletion Record:**
- Local: [Files/Logs audited]
- Global: [Sources depleted]

**What IS Axiomatic:**
- [Proof 1]
- [Proof 2]

**Next-Gen Force Vectors:**
- Vector X: User intervention required for [Gap 1].
- Vector Y: Assume risk [percentage] for [Proceed Condition].

Rigor Quality Gates (MANDATORY)

Final Rigor Check (Binary Outcome)

□ Can I trace every single claim to a non-AI source?
□ Have I forced every one of the 5 mental models to find failures?
□ Have I quantified 3rd-order resonance?
□ Am I operating inside the Circle of Certainty?
□ Is the Certainty Derivation ≥95% (Hard Math)?
□ If <95%, is the Systemic Failure Report complete?
□ Is the Operational Log updated?

Rigor Enforcement Phrases

Force these axioms during deconstruction:

• "Verify with 3 independent vectors."
• "Seek the disconfirming evidence."
• "Heuristics are masks for ignorance."
• "What if the ground truth is lying?"
• "Observed behavior > Documented intent."

Warning Signs (Abort State):

• Using "should" or "likely" without a link.
• Stopping after the first usage find.
• Ignoring a single contradictory log line.

Systemic Failure Recovery

Doctrine in Action (Case Study)

❌ Heuristic Failure

User: "Why is API slow?" AI: "Probably DB. Adding index." Result: Network latency was root cause. Index added needlessly. FAIL.

✅ Absolute Rigor Doctrine

User: "Why is API slow?"

🔬 ABSOLUTE RIGOR ACTIVATED

Cognitive Deconstruction:

• INVERSION: DB is fast, but network/proxy is failing?
• FIRST PRINCIPLES: Axiom: API response = 3s. DB Query = 10ms. GAP = 2.99s.

Depletion Loop:

• Local: grep logs for timing. Found 2.9s in external_auth_proxy.
• Global: Audit auth_proxy known issues. Found "JWT verification timeout".

Verification Chain:

1. Log timing (1.00)
2. Proxy config audit (0.95)
3. Direct latency test (1.00)

Mathematical Certainty: (1.00 + 0.95 + 1.00) / 3 = 98.3%

Outcome: Fix JWT timeout in proxy. Total success. PASS.

Operational Log Mandate (Session File ONLY)

CRITICAL RULE: ALL TnR reports go ONLY to .sessions/SESSION_[date]-[name].md

Mandatory Requirements

1. Single Source of Truth: The active session file is the ONLY destination for TnR reports
2. No Separate Artifacts: NEVER create standalone files like tnr_analysis.md, rigor_report.md, etc.
3. Full Reports Only: No summaries — every report must be comprehensive and auditable
4. Append to Session: Each TnR run appends to the existing session file, creating a chronological audit trail

Report Structure (Template)

Every TnR run MUST append the following structure to the session file:

---

## TnR ABSOLUTE RIGOR: [Task Name]

**Timestamp:** [YYYY-MM-DD HH:MM:SS]  
**Analyst Role:** [Senior X Engineer/Architect]  
**Objective:** [Clear statement of what you're investigating]  
**Certainty Target:** ≥95%

### Mental Models Applied

**1. INVERSION THINKING** ✓
- Failure Mode 1: [description] → [impact] → [mitigation]
- Failure Mode 2: [description] → [impact] → [mitigation]
- ...

**2. FIRST PRINCIPLES** ✓
- Axiom 1: [fundamental truth]
- Axiom 2: [fundamental truth]
- Conflicts detected: [list or "None"]

**3. MULTI-ORDER EFFECTS** ✓
- 1st Order: [direct impact]
- 2nd Order: [ripple effects]
- 3rd Order: [systemic/long-term resonance]

**4. CIRCLE OF CERTAINTY** ✓
- Inside (Verified): [list with source weights]
- Outside (Speculative): [list with risks]

**5. MAP ≠ TERRITORY** ✓
- Model expectation: [what design suggests]
- Reality observation: [what actually happens]
- Delta: [gap quantification]

### Source Depletion Record

**Internal Sources:**
- Files read: [list]
- Grep searches: [summary]
- Git history: [relevant commits if applicable]
- Tests executed: [if applicable]

**External Sources:**
- Official docs: [URLs with weights]
- UX research: [URLs with weights]
- Community sources: [URLs with weights]

**Depletion Status:** 🟢 SATURATED / 🟡 PARTIAL / 🔴 INCOMPLETE

### Evidence & Certainty Derivation

| Claim | Source | Weight | Critical? | Force |
|-------|--------|--------|-----------|-------|
| [Claim 1] | [Source] | [0.XX] | YES/NO | [0.XX] |
| [Claim 2] | [Source] | [0.XX] | YES/NO | [0.XX] |
| ... | ... | ... | ... | ... |

**Base Certainty:** ([sum of forces]) / [count] = [X.XX]%  
**Penalties Applied:** [list or "None"] = [-X]%  
**Final Derived Certainty:** **[XX]%**

### Proposed Solutions

**Option 1: [Name]**
- Pros: [list]
- Cons: [list]
- Certainty Score: [XX]%
- Verdict: ✅ APPROVED / ⚠️ CAUTION / ❌ FAILURE

**Option 2: [Name]**
- [same structure]

[... for all options]

### Recommendation

**Primary:** [Option X - Name]  
**Rationale:** [evidence-based justification]  
**Implementation:** [brief technical approach]  
**Risk Level:** [Minimal/Low/Medium/High]

### TnR Checklist Status

☑ 1. INVERSION — [brief status] ☑ 2. FIRST PRINCIPLES — [brief status] ☑ 3. MULTI-ORDER EFFECTS — [brief status] ☑ 4. CIRCLE OF CERTAINTY — [brief status] ☑ 5. MAP ≠ TERRITORY — [brief status] ☐/☑ 6. INTERNAL DEPLETION — [brief status] ☐/☑ 7. EXTERNAL VERIFICATION — [brief status] ☐/☑ 8-13. [continue for all 14 items]

### Final Verdict

| Metric | Value |
|--------|-------|
| **Derived Certainty** | [XX]% |
| **Threshold** | ≥95% |
| **Status** | ✅ PASS / ❌ FAIL |
| **Action** | PROCEED / SYSTEMIC FAILURE REPORT |

**Outcome:** [Execute with Option X] OR [RIGOR FAILURE - gaps documented above]

---

Example: Minimal Format (when appropriate)

For less complex tasks, a condensed format is acceptable:

---

## TnR ABSOLUTE RIGOR: [Task Name]

**Timestamp:** [YYYY-MM-DD HH:MM:SS]  
**Models Forced:** Inv ✓ | FirstPrin ✓ | 3rdOrder ✓ | Certainty ✓ | TruthMap ✓  
**Depletion:** Internal [files] + External [sources] → SATURATED  
**Axiomatic Findings:** [1-2 sentence summary]  
**Rigor Chain:** [N] claims | **[XX]%** Derived Certainty  
**Failure Gaps:** [list or "None"]  
**Recommendation:** [Option X] — [one sentence rationale]  
**Verdict:** ✅ PROCEED / ❌ RIGOR FAILURE

---

Anti-Patterns (FORBIDDEN)

❌ DO NOT:

• Create separate artifact files (tnr_analysis.md, rigor_report_[date].md, etc.)
• Write summary-only entries ("Applied TnR, 96% certainty, see analysis file")
• Reference external files for TnR findings
• Split analysis across multiple documents

✅ DO:

• Append full report to active session file
• Include all evidence and reasoning inline
• Make reports self-contained and auditable
• Maintain chronological order in session file

Integration with Session Management

When starting a new task that requires TnR:

1. Create/identify session file: .sessions/SESSION_[date]-[description].md
2. Add initial context and objective to session file
3. Execute TnR analysis
4. Append complete TnR report to SAME session file (using structure above)
5. Continue with implementation/verification, logging to same session file

The session file becomes the complete, auditable record of all work, including rigorous analysis.

Absolute Operational Mandate

1. FORCE THE RIGOR: No "lite" alternatives.
2. TOTAL DEPLETION: Search until the vector yields no new data.
3. DERIVED ONLY: Sentiment is forbidden. Use the Math.
4. 95% OR FAILURE: No proceeding on 94%.
5. CODE FIRST: If the code wasn't read, the research didn't happen.

Rigor = Integrity. Speculation = Hallucination.