feat: Implement Study Interview Mode as default study creation method

Study Interview Mode is now the DEFAULT for all study creation requests.
This intelligent Q&A system guides users through optimization setup with:

- 7-phase interview flow: introspection → objectives → constraints → design_variables → validation → review → complete
- Material-aware validation with 12 materials and fuzzy name matching
- Anti-pattern detection for 12 common mistakes (mass-no-constraint, stress-over-yield, etc.)
- Auto extractor mapping E1-E24 based on goal keywords
- State persistence with JSON serialization and backup rotation
- StudyBlueprint generation with full validation

Triggers: "create a study", "new study", "optimize this", any study creation intent
Skip with: "skip interview", "quick setup", "manual config"

Components:
- StudyInterviewEngine: Main orchestrator
- QuestionEngine: Conditional logic evaluation
- EngineeringValidator: MaterialsDatabase + AntiPatternDetector
- InterviewPresenter: Markdown formatting for Claude
- StudyBlueprint: Validated configuration output
- InterviewState: Persistent state management

All 129 tests passing.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
2026-01-03 11:06:07 -05:00
parent b1ffc64407
commit 32caa5d05c
27 changed files with 9737 additions and 11 deletions

View File

@@ -65,8 +65,13 @@ When a user request arrives, classify it:
User Request
├─► CREATE something?
│ ├─ "new study", "set up", "create", "optimize this"
─► Load: OP_01_CREATE_STUDY.md + core/study-creation-core.md
│ ├─ "new study", "set up", "create", "optimize this", "create a study"
─► DEFAULT: Interview Mode (guided Q&A with validation)
│ │ └─► Load: modules/study-interview-mode.md + OP_01
│ │
│ └─► MANUAL mode? (power users, explicit request)
│ ├─ "quick setup", "skip interview", "manual config"
│ └─► Load: OP_01_CREATE_STUDY.md + core/study-creation-core.md
├─► RUN something?
│ ├─ "start", "run", "execute", "begin optimization"
@@ -107,7 +112,8 @@ User Request
| User Intent | Keywords | Protocol | Skill to Load | Privilege |
|-------------|----------|----------|---------------|-----------|
| Create study | "new", "set up", "create", "optimize" | OP_01 | **core/study-creation-core.md** | user |
| **Create study (DEFAULT)** | "new", "set up", "create", "optimize", "create a study" | OP_01 | **modules/study-interview-mode.md** | user |
| Create study (manual) | "quick setup", "skip interview", "manual config" | OP_01 | core/study-creation-core.md | power_user |
| Run optimization | "start", "run", "execute", "begin" | OP_02 | - | user |
| Monitor progress | "status", "progress", "trials", "check" | OP_03 | - | user |
| Analyze results | "results", "best", "compare", "pareto" | OP_04 | - | user |