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‎dist/claude/q0-init.md‎

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@@ -47,25 +47,30 @@ mkdir -p .fpf/sessions
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- Ask **specific** questions for what you can't see (Scale, Budget, Constraints).
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- *Example:* "I see this is a web app. What is the target user scale? (<1k, >1M?)"
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3. **Write `.fpf/context.md`:**
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- Combine your findings and the user's answers.
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3. **Write `.fpf/context.md` (Context Slicing A.2.6):**
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- Combine your findings and the user's answers into structured slices.
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```markdown
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# Repository Context (A.2.6 Context Slice)
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## Tech Stack (Inferred)
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- **Language:** [e.g. Python 3.11]
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- **Frameworks:** [e.g. Django 4.2]
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- **Infra:** [e.g. Docker, AWS]
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## Scale & Performance (User-Defined)
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- **Users:** [Value]
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- **Traffic:** [Value]
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- **Latency Target:** [Value]
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## Hard Constraints (User-Defined)
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- [Constraint 1]
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- [Constraint 2]
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# Project Context (A.2.6 Context Slice)
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## Slice: Grounding (Infrastructure)
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> The physical/virtual environment where the code runs.
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- **Platform:** [e.g. AWS Lambda / Kubernetes / Vercel]
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- **Region:** [e.g. us-east-1]
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- **Storage:** [e.g. S3, EBS]
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## Slice: Tech Stack (Software)
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> The capabilities available to us.
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- **Language:** [e.g. TypeScript 5.3]
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- **Framework:** [e.g. NestJS 10]
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- **Database:** [e.g. PostgreSQL 15]
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## Slice: Constraints (Normative)
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> The rules we cannot break.
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- **Compliance:** [e.g. GDPR, HIPAA, SOC2]
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- **Budget:** [e.g. < $500/mo]
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- **Team:** [e.g. 2 Backend, 1 Frontend]
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- **Timeline:** [e.g. MVP by Q3]
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```
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### 4. Create Session File

‎dist/claude/q1-hypothesize.md‎

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@@ -32,7 +32,9 @@ Complete current cycle with /q5-decide or /q-reset first.
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## Your Role
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You are the **Abductor**. Generate multiple competing hypotheses, not one "best" solution.
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You are the **Transformer** enacting the **ExplorerRole** (Abductive).
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Your goal is to generate multiple competing hypotheses, not one "best" solution. Explore the solution space.
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**Critical:** You generate options. Human decides which to pursue. This is the Transformer Mandate.
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@@ -42,11 +44,14 @@ Problem: `$ARGUMENTS.problem`
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## Process
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### 1. Load Context
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### 1. Load Context (A.2.6 Slice Check)
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- Read `.fpf/session.md` for any active context
48-
- Read `.fpf/context.md` for project context (Tech Stack, Scale, Constraints)
49-
- Read relevant project files to understand constraints
50+
- Read `.fpf/context.md` for **Context Slices**:
51+
- **Slice: Grounding** (Infrastructure constraints)
52+
- **Slice: Tech Stack** (Available capabilities)
53+
- **Slice: Constraints** (Budget, Team, Compliance)
54+
- **Constraint Check:** Ensure all hypotheses are compatible with these slices. Flag any deviations as explicit risks.
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- Check `.fpf/knowledge/L2/` for verified facts that constrain solution space
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- Check `.fpf/knowledge/invalid/` for approaches already disproven
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‎dist/claude/q2-check.md‎

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Original file line numberDiff line numberDiff line change
@@ -37,7 +37,11 @@ Proceed with /q3-test, /q3-research, or continue current phase.
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## Your Role
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You are the **Deductor**. Verify logical consistency without running code or experiments.
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You are the **Transformer** enacting the **LogicianRole** (Deductive).
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- **Do not generate ideas.** That was Phase 1.
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- **Do not be polite.** Validation theater helps no one.
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- **Only validate logical soundness.**
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This phase answers: **"Does this hypothesis make sense? Are there logical contradictions?"**
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‎dist/claude/q4-audit.md‎

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Original file line numberDiff line numberDiff line change
@@ -32,7 +32,11 @@ Complete /q3-test or /q3-research first.
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## Your Role
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You are the **Scrutineer**. Challenge assumptions, find blind spots, stress-test thinking.
35+
You are the **Transformer** enacting the **AuditorRole** (Adversarial).
36+
37+
- **Assume the decision is wrong.** Prove it right.
38+
- **Find the Weakest Link.** What breaks first?
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- **Check Context Drift.** Do these solutions still fit the current slices?
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This phase answers: **"What are we missing? What could go wrong that we haven't considered?"**
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cat .fpf/session.md
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```
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### 2. WLNK Analysis (Weakest Link)
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### 2. Context Drift Analysis (A.2.6 Slice Check)
72+
73+
Verify that hypotheses still fit the project's **Context Slices** (`.fpf/context.md`):
74+
75+
```markdown
76+
## Context Drift Check
77+
78+
### Slice: Grounding (Infrastructure)
79+
| Hypothesis | Compatible? | Issues |
80+
|------------|-------------|--------|
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| H1 | ✓/✗ | [e.g., Requires Lambda but we use K8s] |
82+
| H2 | ✓/✗ | [e.g., Data sovereignty risk] |
83+
84+
### Slice: Tech Stack
85+
| Hypothesis | Compatible? | Issues |
86+
|------------|-------------|--------|
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| H1 | ✓/✗ | [e.g., Requires library not in stack] |
88+
| H2 | ✓/✗ | [e.g., Incompatible language version] |
89+
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### Slice: Constraints
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| Hypothesis | Compatible? | Issues |
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|------------|-------------|--------|
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| H1 | ✓/✗ | [e.g., Violates budget] |
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| H2 | ✓/✗ | [e.g., Team skills gap] |
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**Verdict:** [All aligned / Drift detected in H(n)]
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```
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### 3. WLNK Analysis (Weakest Link)
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**CRITICAL: Assurance = min(evidence assurances), NEVER average**
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3. Accept the risk with documented justification
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```
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### 3. Assumption Inventory
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### 4. Assumption Inventory
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List ALL assumptions — explicit and implicit:
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- [ ] Budget constraints hold
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```
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### 4. Bias Check
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### 5. Bias Check
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Actively look for cognitive biases:
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- **Mitigation:** [action if needed]
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```
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### 5. Adversarial Analysis
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### 6. Adversarial Analysis
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Think like an attacker / skeptic:
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[Failure mode requiring least effort to trigger]
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```
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### 6. Evidence Quality Review
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### 7. Evidence Quality Review
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```markdown
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## Evidence Quality Audit
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| [claim 2] | 3 | ✓ Multiple sources |
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```
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### 7. Final Scrutiny Verdict
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### 8. Final Scrutiny Verdict
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```markdown
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## Audit Verdict
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[Present the strongest counter-argument]
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```
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### 8. Update Session
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### 9. Update Session
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```markdown
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## Status

‎dist/codex/q0-init.md‎

Lines changed: 22 additions & 17 deletions
Original file line numberDiff line numberDiff line change
@@ -52,25 +52,30 @@ mkdir -p .fpf/sessions
5252
- Ask **specific** questions for what you can't see (Scale, Budget, Constraints).
5353
- *Example:* "I see this is a web app. What is the target user scale? (<1k, >1M?)"
5454

55-
3. **Write `.fpf/context.md`:**
56-
- Combine your findings and the user's answers.
55+
3. **Write `.fpf/context.md` (Context Slicing A.2.6):**
56+
- Combine your findings and the user's answers into structured slices.
5757

5858
```markdown
59-
# Repository Context (A.2.6 Context Slice)
60-
61-
## Tech Stack (Inferred)
62-
- **Language:** [e.g. Python 3.11]
63-
- **Frameworks:** [e.g. Django 4.2]
64-
- **Infra:** [e.g. Docker, AWS]
65-
66-
## Scale & Performance (User-Defined)
67-
- **Users:** [Value]
68-
- **Traffic:** [Value]
69-
- **Latency Target:** [Value]
70-
71-
## Hard Constraints (User-Defined)
72-
- [Constraint 1]
73-
- [Constraint 2]
59+
# Project Context (A.2.6 Context Slice)
60+
61+
## Slice: Grounding (Infrastructure)
62+
> The physical/virtual environment where the code runs.
63+
- **Platform:** [e.g. AWS Lambda / Kubernetes / Vercel]
64+
- **Region:** [e.g. us-east-1]
65+
- **Storage:** [e.g. S3, EBS]
66+
67+
## Slice: Tech Stack (Software)
68+
> The capabilities available to us.
69+
- **Language:** [e.g. TypeScript 5.3]
70+
- **Framework:** [e.g. NestJS 10]
71+
- **Database:** [e.g. PostgreSQL 15]
72+
73+
## Slice: Constraints (Normative)
74+
> The rules we cannot break.
75+
- **Compliance:** [e.g. GDPR, HIPAA, SOC2]
76+
- **Budget:** [e.g. < $500/mo]
77+
- **Team:** [e.g. 2 Backend, 1 Frontend]
78+
- **Timeline:** [e.g. MVP by Q3]
7479
```
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7681
### 4. Create Session File

‎dist/codex/q1-hypothesize.md‎

Lines changed: 9 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -37,7 +37,9 @@ Complete current cycle with /q5-decide or /q-reset first.
3737

3838
## Your Role
3939

40-
You are the **Abductor**. Generate multiple competing hypotheses, not one "best" solution.
40+
You are the **Transformer** enacting the **ExplorerRole** (Abductive).
41+
42+
Your goal is to generate multiple competing hypotheses, not one "best" solution. Explore the solution space.
4143

4244
**Critical:** You generate options. Human decides which to pursue. This is the Transformer Mandate.
4345

@@ -47,11 +49,14 @@ Problem: `$ARGUMENTS.problem`
4749

4850
## Process
4951

50-
### 1. Load Context
52+
### 1. Load Context (A.2.6 Slice Check)
5153

5254
- Read `.fpf/session.md` for any active context
53-
- Read `.fpf/context.md` for project context (Tech Stack, Scale, Constraints)
54-
- Read relevant project files to understand constraints
55+
- Read `.fpf/context.md` for **Context Slices**:
56+
- **Slice: Grounding** (Infrastructure constraints)
57+
- **Slice: Tech Stack** (Available capabilities)
58+
- **Slice: Constraints** (Budget, Team, Compliance)
59+
- **Constraint Check:** Ensure all hypotheses are compatible with these slices. Flag any deviations as explicit risks.
5560
- Check `.fpf/knowledge/L2/` for verified facts that constrain solution space
5661
- Check `.fpf/knowledge/invalid/` for approaches already disproven
5762

‎dist/codex/q2-check.md‎

Lines changed: 5 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -42,7 +42,11 @@ Proceed with /q3-test, /q3-research, or continue current phase.
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## Your Role
4444

45-
You are the **Deductor**. Verify logical consistency without running code or experiments.
45+
You are the **Transformer** enacting the **LogicianRole** (Deductive).
46+
47+
- **Do not generate ideas.** That was Phase 1.
48+
- **Do not be polite.** Validation theater helps no one.
49+
- **Only validate logical soundness.**
4650

4751
This phase answers: **"Does this hypothesis make sense? Are there logical contradictions?"**
4852

‎dist/codex/q4-audit.md‎

Lines changed: 40 additions & 8 deletions
Original file line numberDiff line numberDiff line change
@@ -37,7 +37,11 @@ Complete /q3-test or /q3-research first.
3737

3838
## Your Role
3939

40-
You are the **Scrutineer**. Challenge assumptions, find blind spots, stress-test thinking.
40+
You are the **Transformer** enacting the **AuditorRole** (Adversarial).
41+
42+
- **Assume the decision is wrong.** Prove it right.
43+
- **Find the Weakest Link.** What breaks first?
44+
- **Check Context Drift.** Do these solutions still fit the current slices?
4145

4246
This phase answers: **"What are we missing? What could go wrong that we haven't considered?"**
4347

@@ -69,7 +73,35 @@ cat .fpf/evidence/*.md
6973
cat .fpf/session.md
7074
```
7175

72-
### 2. WLNK Analysis (Weakest Link)
76+
### 2. Context Drift Analysis (A.2.6 Slice Check)
77+
78+
Verify that hypotheses still fit the project's **Context Slices** (`.fpf/context.md`):
79+
80+
```markdown
81+
## Context Drift Check
82+
83+
### Slice: Grounding (Infrastructure)
84+
| Hypothesis | Compatible? | Issues |
85+
|------------|-------------|--------|
86+
| H1 | ✓/✗ | [e.g., Requires Lambda but we use K8s] |
87+
| H2 | ✓/✗ | [e.g., Data sovereignty risk] |
88+
89+
### Slice: Tech Stack
90+
| Hypothesis | Compatible? | Issues |
91+
|------------|-------------|--------|
92+
| H1 | ✓/✗ | [e.g., Requires library not in stack] |
93+
| H2 | ✓/✗ | [e.g., Incompatible language version] |
94+
95+
### Slice: Constraints
96+
| Hypothesis | Compatible? | Issues |
97+
|------------|-------------|--------|
98+
| H1 | ✓/✗ | [e.g., Violates budget] |
99+
| H2 | ✓/✗ | [e.g., Team skills gap] |
100+
101+
**Verdict:** [All aligned / Drift detected in H(n)]
102+
```
103+
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### 3. WLNK Analysis (Weakest Link)
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74106
**CRITICAL: Assurance = min(evidence assurances), NEVER average**
75107

@@ -121,7 +153,7 @@ Hypothesis R_eff = min(1.00, 1.00, 0.85, 0.45) = 0.45
121153
3. Accept the risk with documented justification
122154
```
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### 3. Assumption Inventory
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### 4. Assumption Inventory
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List ALL assumptions — explicit and implicit:
127159

@@ -152,7 +184,7 @@ List ALL assumptions — explicit and implicit:
152184
- [ ] Budget constraints hold
153185
```
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### 4. Bias Check
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### 5. Bias Check
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157189
Actively look for cognitive biases:
158190

@@ -195,7 +227,7 @@ Are we only looking at successful examples?
195227
- **Mitigation:** [action if needed]
196228
```
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### 5. Adversarial Analysis
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### 6. Adversarial Analysis
199231

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Think like an attacker / skeptic:
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[Failure mode requiring least effort to trigger]
229261
```
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### 6. Evidence Quality Review
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### 7. Evidence Quality Review
232264

233265
```markdown
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## Evidence Quality Audit
@@ -265,7 +297,7 @@ Think like an attacker / skeptic:
265297
| [claim 2] | 3 | ✓ Multiple sources |
266298
```
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### 7. Final Scrutiny Verdict
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### 8. Final Scrutiny Verdict
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270302
```markdown
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## Audit Verdict
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305337
[Present the strongest counter-argument]
306338
```
307339

308-
### 8. Update Session
340+
### 9. Update Session
309341

310342
```markdown
311343
## Status

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