chore: import .claude command skills, CLAUDE.md, .gitignore, next_steps.md

- Vendor local .claude/ command skills (autopilot, plan, implement, etc.) - Add CLAUDE.md pointing slash commands to .claude/commands/*/SKILL.md - Untrack docs-Lokal/ and ignore .planning/ for local-only planning docs - Include next_steps.md pulled from upstream Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-23 03:46:37 +00:00 · 2026-04-16 21:39:43 +03:00
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+## Research Engine — Analysis Phase (Steps 4–8)
+
+### Step 4: Build Comparison/Analysis Framework
+
+Based on the question type, select fixed analysis dimensions. **For dimension lists** (General, Concept Comparison, Decision Support): Read `references/comparison-frameworks.md`
+
+**Save action**:
+Write to `03_comparison_framework.md`:
+```markdown
+# Comparison Framework
+
+## Selected Framework Type
+[Concept Comparison / Decision Support / ...]
+
+## Selected Dimensions
+1. [Dimension 1]
+2. [Dimension 2]
+...
+
+## Initial Population
+| Dimension | X | Y | Factual Basis |
+|-----------|---|---|---------------|
+| [Dimension 1] | [description] | [description] | Fact #1, #3 |
+| ... | | | |
+```
+
+---
+
+### Step 5: Reference Point Baseline Alignment
+
+Ensure all compared parties have clear, consistent definitions:
+
+**Checklist**:
+- [ ] Is the reference point's definition stable/widely accepted?
+- [ ] Does it need verification, or can domain common knowledge be used?
+- [ ] Does the reader's understanding of the reference point match mine?
+- [ ] Are there ambiguities that need to be clarified first?
+
+---
+
+### Step 6: Fact-to-Conclusion Reasoning Chain
+
+Explicitly write out the "fact → comparison → conclusion" reasoning process:
+
+```markdown
+## Reasoning Process
+
+### Regarding [Dimension Name]
+
+1. **Fact confirmation**: According to [source], X's mechanism is...
+2. **Compare with reference**: While Y's mechanism is...
+3. **Conclusion**: Therefore, the difference between X and Y on this dimension is...
+```
+
+**Key discipline**:
+- Conclusions come from mechanism comparison, not "gut feelings"
+- Every conclusion must be traceable to specific facts
+- Uncertain conclusions must be annotated
+
+**Save action**:
+Write to `04_reasoning_chain.md`:
+```markdown
+# Reasoning Chain
+
+## Dimension 1: [Dimension Name]
+
+### Fact Confirmation
+According to [Fact #X], X's mechanism is...
+
+### Reference Comparison
+While Y's mechanism is... (Source: [Fact #Y])
+
+### Conclusion
+Therefore, the difference between X and Y on this dimension is...
+
+### Confidence
+✅/⚠️/❓ + rationale
+
+---
+## Dimension 2: [Dimension Name]
+...
+```
+
+---
+
+### Step 7: Use-Case Validation (Sanity Check)
+
+Validate conclusions against a typical scenario:
+
+**Validation questions**:
+- Based on my conclusions, how should this scenario be handled?
+- Is that actually the case?
+- Are there counterexamples that need to be addressed?
+
+**Review checklist**:
+- [ ] Are draft conclusions consistent with Step 3 fact cards?
+- [ ] Are there any important dimensions missed?
+- [ ] Is there any over-extrapolation?
+- [ ] Are conclusions actionable/verifiable?
+
+**Save action**:
+Write to `05_validation_log.md`:
+```markdown
+# Validation Log
+
+## Validation Scenario
+[Scenario description]
+
+## Expected Based on Conclusions
+If using X: [expected behavior]
+If using Y: [expected behavior]
+
+## Actual Validation Results
+[actual situation]
+
+## Counterexamples
+[yes/no, describe if yes]
+
+## Review Checklist
+- [x] Draft conclusions consistent with fact cards
+- [x] No important dimensions missed
+- [x] No over-extrapolation
+- [ ] Issue found: [if any]
+
+## Conclusions Requiring Revision
+[if any]
+```
+
+---
+
+### Step 8: Deliverable Formatting
+
+Make the output **readable, traceable, and actionable**.
+
+**Save action**:
+Integrate all intermediate artifacts. Write to `OUTPUT_DIR/solution_draft##.md` using the appropriate output template based on active mode:
+- Mode A: `templates/solution_draft_mode_a.md`
+- Mode B: `templates/solution_draft_mode_b.md`
+
+Sources to integrate:
+- Extract background from `00_question_decomposition.md`
+- Reference key facts from `02_fact_cards.md`
+- Organize conclusions from `04_reasoning_chain.md`
+- Generate references from `01_source_registry.md`
+- Supplement with use cases from `05_validation_log.md`
+- For Mode A: include AC assessment from `00_ac_assessment.md`