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Meta-orchestrator that selects optimal reasoning patterns based on problem characteristics. Analyzes 11 dimensions and recommends ToT, BoT, SRC, HE, AR, DR, AT, RTR, or NDF patterns.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
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| name | integrated-reasoning-v2 |
| description | Meta-orchestrator that selects optimal reasoning patterns based on problem characteristics. Analyzes 11 dimensions and recommends ToT, BoT, SRC, HE, AR, DR, AT, RTR, or NDF patterns. |
| metadata | {"clawdbot":{"requires":{"env":[]}}} |
| user-invocable | true |
| homepage | https://github.com/anthropics/claude-code |
Meta-orchestration guide for choosing optimal reasoning patterns. Analyzes problem characteristics and recommends which cognitive methodology to use.
Invoke when facing complex problems and unsure which reasoning approach fits best. IR-v2 scores 11 dimensions and selects the optimal pattern.
| Pattern | Best For | Key Strength |
|---|---|---|
| ToT (Tree of Thoughts) | Find THE best among known options | Systematic evaluation |
| BoT (Breadth of Thought) | Explore ALL possible approaches | Exhaustive coverage |
| SRC (Self-Reflecting Chain) | Step-by-step with validation | Error correction |
| HE (Hypothesis-Elimination) | Find root CAUSE of issues | Diagnostic precision |
| AR (Adversarial Reasoning) | Stress-test solutions | Robustness validation |
| DR (Dialectical Reasoning) | Synthesize opposing views | Trade-off resolution |
| AT (Analogical Transfer) | Novel problems, no precedent | Creative solutions |
| RTR (Rapid Triage Reasoning) | Time-critical decisions | Speed optimization |
| NDF (Negotiated Decision Framework) | Multi-stakeholder alignment | Consensus building |
"I need the BEST option" → ToT
"I need ALL options" → BoT
"I need to trace step by step" → SRC
"I need to find THE CAUSE" → HE
"I need to VALIDATE a solution" → AR
"I'm stuck between two approaches" → DR
"This is completely novel" → AT
"I need to decide NOW" → RTR
"Multiple stakeholders must agree" → NDF
Before selecting a pattern, score these dimensions:
ToT = (CriteriaClarity × 0.35) + (SingleAnswer × 0.30) + (SolutionSpaceKnown × 0.20) + (SequentialDeps × 0.15)
BoT = (1-SingleAnswer × 0.35) + (ProblemNovelty × 0.30) + (1-CriteriaClarity × 0.20) + (SequentialDeps × 0.15)
SRC = (SequentialDeps × 0.45) + (CriteriaClarity × 0.25) + (EvidenceAvailable × 0.20) + (RobustnessRequired × 0.10)
HE = (EvidenceAvailable × 0.40) + (CriteriaClarity × 0.30) + (SequentialDeps × 0.20) + (RobustnessRequired × 0.10)
AR = SolutionExists >= 3 ? (RobustnessRequired × 0.45) + (EvidenceAvailable × 0.25) + (CriteriaClarity × 0.20) + (1-TimePressure × 0.10) : 0
DR = (OpposingValidViews × 0.50) + (CriteriaClarity × 0.20) + (1-SingleAnswer × 0.15) + (1-TimePressure × 0.15)
AT = (ProblemNovelty × 0.45) + (1-SolutionSpaceKnown × 0.30) + (1-CriteriaClarity × 0.15) + (EvidenceAvailable × 0.10)
RTR = (TimePressure × 0.50) + (CriteriaClarity × 0.25) + (RobustnessRequired × 0.15) + (SequentialDeps × 0.10)
NDF = StakeholderComplexity >= 3 ? (StakeholderComplexity × 0.50) + (OpposingValidViews × 0.25) + (1-TimePressure × 0.15) + (CriteriaClarity × 0.10) : 0
When top 2 patterns score within 0.3 of each other:
User: "Should we use microservices or monolith for our new app?"
IR-v2 Analysis:
- Sequential Dependencies: 2 (independent evaluation)
- Criteria Clarity: 3 (some clear, some subjective)
- Solution Space Known: 5 (two options)
- Single Answer Needed: 5 (must pick one)
- Opposing Valid Views: 4 (both have merit)
Top Patterns:
1. DR = 3.85 (opposing valid views present)
2. ToT = 3.60 (clear options to evaluate)
Recommendation: Use DR to synthesize trade-offs, then ToT to score final decision.
When invoked, provide: