# R03 Edge Evidence

> Auto-generated by R-03. Every edge is backed by explicit markdown text.
> Total verified edges: 67

---

## EDGE_001

**SOURCE:** `abductive`  
**TARGET:** `causal`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/abductive.md`  
**EVIDENCE:** [Causal Reasoning](causal.md) — determining cause-effect chains

---

## EDGE_002

**SOURCE:** `abductive`  
**TARGET:** `commonsense`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/abductive.md`  
**EVIDENCE:** [Commonsense Reasoning](commonsense.md) — background world knowledge

---

## EDGE_003

**SOURCE:** `abductive`  
**TARGET:** `fact-verification`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/abductive.md`  
**EVIDENCE:** [Fact Verification](../03-memory/fact-verification.md) — checking hypothesis claims

---

## EDGE_004

**SOURCE:** `analogical`  
**TARGET:** `causal`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/analogical.md`  
**EVIDENCE:** [Causal Reasoning](causal.md) — for cause-effect inference

---

## EDGE_005

**SOURCE:** `analogical`  
**TARGET:** `commonsense`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/analogical.md`  
**EVIDENCE:** [Commonsense Reasoning](commonsense.md) — world knowledge supporting analogies

---

## EDGE_006

**SOURCE:** `analogical`  
**TARGET:** `abductive`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/analogical.md`  
**EVIDENCE:** [Abductive Reasoning](abductive.md) — hypothesis generation

---

## EDGE_007

**SOURCE:** `analogy-generation`  
**TARGET:** `analogical`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/analogy-generation.md`  
**EVIDENCE:** Related: `analogical.md`

---

## EDGE_008

**SOURCE:** `analogy-generation`  
**TARGET:** `commonsense`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/analogy-generation.md`  
**EVIDENCE:** Related: `commonsense.md`

---

## EDGE_009

**SOURCE:** `causal`  
**TARGET:** `abductive`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/causal.md`  
**EVIDENCE:** [Abductive Reasoning](abductive.md) — hypothesis inference from incomplete observations

---

## EDGE_010

**SOURCE:** `causal`  
**TARGET:** `analogical`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/causal.md`  
**EVIDENCE:** [Analogical Reasoning](analogical.md) — cross-domain solution transfer

---

## EDGE_011

**SOURCE:** `causal`  
**TARGET:** `commonsense`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/causal.md`  
**EVIDENCE:** [Commonsense Reasoning](commonsense.md) — everyday causal knowledge

---

## EDGE_012

**SOURCE:** `commonsense`  
**TARGET:** `abductive`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/commonsense.md`  
**EVIDENCE:** [Abductive Reasoning](abductive.md) — hypothesis generation

---

## EDGE_013

**SOURCE:** `commonsense`  
**TARGET:** `causal`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/commonsense.md`  
**EVIDENCE:** [Causal Reasoning](causal.md) — cause-effect chains

---

## EDGE_014

**SOURCE:** `commonsense`  
**TARGET:** `analogical`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/commonsense.md`  
**EVIDENCE:** [Analogical Reasoning](analogical.md) — cross-domain mapping

---

## EDGE_015

**SOURCE:** `chain-of-thought`  
**TARGET:** `tree-of-thought`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/chain-of-thought.md`  
**EVIDENCE:** Related Skills: `tree-of-thought`

---

## EDGE_016

**SOURCE:** `chain-of-thought`  
**TARGET:** `react`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/chain-of-thought.md`  
**EVIDENCE:** Related Skills: `react`

---

## EDGE_017

**SOURCE:** `chain-of-thought`  
**TARGET:** `self-reflection`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/chain-of-thought.md`  
**EVIDENCE:** Related Skills: `self-reflection`

---

## EDGE_018

**SOURCE:** `chain-of-thought`  
**TARGET:** `planning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/chain-of-thought.md`  
**EVIDENCE:** Related Skills: `planning`

---

## EDGE_019

**SOURCE:** `decision-making`  
**TARGET:** `planning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/decision-making.md`  
**EVIDENCE:** [Planning](planning.md)

---

## EDGE_020

**SOURCE:** `decision-making`  
**TARGET:** `risk-assessment`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/decision-making.md`  
**EVIDENCE:** [Risk Assessment](risk-assessment.md)

---

## EDGE_021

**SOURCE:** `decision-making`  
**TARGET:** `prioritization`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/decision-making.md`  
**EVIDENCE:** [Prioritization](prioritization.md)

---

## EDGE_022

**SOURCE:** `deductive-reasoning`  
**TARGET:** `inductive-reasoning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/deductive-reasoning.md`  
**EVIDENCE:** [Inductive Reasoning](inductive-reasoning.md)

---

## EDGE_023

**SOURCE:** `deductive-reasoning`  
**TARGET:** `abductive`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/deductive-reasoning.md`  
**EVIDENCE:** [Abductive Reasoning](abductive.md)

---

## EDGE_024

**SOURCE:** `deductive-reasoning`  
**TARGET:** `mathematical-reasoning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/deductive-reasoning.md`  
**EVIDENCE:** [Mathematical Reasoning](mathematical-reasoning.md)

---

## EDGE_025

**SOURCE:** `deductive-reasoning`  
**TARGET:** `constraint-satisfaction`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/deductive-reasoning.md`  
**EVIDENCE:** [Constraint Satisfaction](constraint-satisfaction.md)

---

## EDGE_026

**SOURCE:** `ethical-reasoning`  
**TARGET:** `decision-making`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/ethical-reasoning.md`  
**EVIDENCE:** Related: `decision-making.md`

---

## EDGE_027

**SOURCE:** `ethical-reasoning`  
**TARGET:** `causal`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/ethical-reasoning.md`  
**EVIDENCE:** Related: `causal.md`

---

## EDGE_028

**SOURCE:** `goal-decomposition`  
**TARGET:** `planning-decomposition`  
**TYPE:** `SUPPORTS`  
**SOURCE FILE:** `skills/02-reasoning/goal-decomposition.md`  
**EVIDENCE:** [Planning Decomposition](planning-decomposition.md) — converts sub-goals into executable tasks

---

## EDGE_029

**SOURCE:** `goal-decomposition`  
**TARGET:** `least-to-most`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/goal-decomposition.md`  
**EVIDENCE:** [Least-to-Most Prompting](least-to-most.md) — reasoning technique for decomposition

---

## EDGE_030

**SOURCE:** `goal-decomposition`  
**TARGET:** `plan-and-execute`  
**TYPE:** `SUPPORTS`  
**SOURCE FILE:** `skills/02-reasoning/goal-decomposition.md`  
**EVIDENCE:** [Plan-and-Execute](../09-agentic-patterns/plan-and-execute.md) — executes the resulting plan

---

## EDGE_031

**SOURCE:** `goal-decomposition`  
**TARGET:** `memory-augmented`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/goal-decomposition.md`  
**EVIDENCE:** [Memory-Augmented Agent](../09-agentic-patterns/memory-augmented-agent.md) — tracks progress against goal tree

---

## EDGE_032

**SOURCE:** `goal-setting`  
**TARGET:** `planning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/goal-setting.md`  
**EVIDENCE:** [Planning](planning.md)

---

## EDGE_033

**SOURCE:** `goal-setting`  
**TARGET:** `task-decomposition`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/goal-setting.md`  
**EVIDENCE:** [Task Decomposition](task-decomposition.md)

---

## EDGE_034

**SOURCE:** `goal-setting`  
**TARGET:** `prioritization`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/goal-setting.md`  
**EVIDENCE:** [Prioritization](prioritization.md)

---

## EDGE_035

**SOURCE:** `goal-setting`  
**TARGET:** `self-reflection`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/goal-setting.md`  
**EVIDENCE:** [Self-Reflection](self-reflection.md)

---

## EDGE_036

**SOURCE:** `hypothesis-generation`  
**TARGET:** `abductive`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/hypothesis-generation.md`  
**EVIDENCE:** [Abductive Reasoning](abductive.md)

---

## EDGE_037

**SOURCE:** `hypothesis-generation`  
**TARGET:** `causal`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/hypothesis-generation.md`  
**EVIDENCE:** [Causal Reasoning](causal.md)

---

## EDGE_038

**SOURCE:** `hypothesis-generation`  
**TARGET:** `inductive-reasoning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/hypothesis-generation.md`  
**EVIDENCE:** [Inductive Reasoning](inductive-reasoning.md)

---

## EDGE_039

**SOURCE:** `hypothesis-generation`  
**TARGET:** `deductive-reasoning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/hypothesis-generation.md`  
**EVIDENCE:** [Deductive Reasoning](deductive-reasoning.md)

---

## EDGE_040

**SOURCE:** `inductive-reasoning`  
**TARGET:** `deductive-reasoning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/inductive-reasoning.md`  
**EVIDENCE:** [Deductive Reasoning](deductive-reasoning.md)

---

## EDGE_041

**SOURCE:** `inductive-reasoning`  
**TARGET:** `statistical-analysis`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/inductive-reasoning.md`  
**EVIDENCE:** [Statistical Analysis](../12-data/statistical-analysis.md)

---

## EDGE_042

**SOURCE:** `mathematical-reasoning`  
**TARGET:** `chain-of-thought`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/mathematical-reasoning.md`  
**EVIDENCE:** [Chain of Thought](chain-of-thought.md)

---

## EDGE_043

**SOURCE:** `mathematical-reasoning`  
**TARGET:** `calculator`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/mathematical-reasoning.md`  
**EVIDENCE:** [Calculator](../07-tool-use/calculator.md)

---

## EDGE_044

**SOURCE:** `planning`  
**TARGET:** `task-decomposition`  
**TYPE:** `SUPPORTS`  
**SOURCE FILE:** `skills/02-reasoning/planning.md`  
**EVIDENCE:** [Task Decomposition](task-decomposition.md)

---

## EDGE_045

**SOURCE:** `planning`  
**TARGET:** `react`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/planning.md`  
**EVIDENCE:** [ReAct](../09-agentic-patterns/react.md)

---

## EDGE_046

**SOURCE:** `planning`  
**TARGET:** `reflection`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/planning.md`  
**EVIDENCE:** [Reflection](../09-agentic-patterns/reflection.md)

---

## EDGE_047

**SOURCE:** `planning`  
**TARGET:** `goal-setting`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/planning.md`  
**EVIDENCE:** [Goal Setting](goal-setting.md)

---

## EDGE_048

**SOURCE:** `prioritization`  
**TARGET:** `goal-setting`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/prioritization.md`  
**EVIDENCE:** [Goal Setting](goal-setting.md)

---

## EDGE_049

**SOURCE:** `prioritization`  
**TARGET:** `decision-making`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/prioritization.md`  
**EVIDENCE:** [Decision Making](decision-making.md)

---

## EDGE_050

**SOURCE:** `prioritization`  
**TARGET:** `risk-assessment`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/prioritization.md`  
**EVIDENCE:** [Risk Assessment](risk-assessment.md)

---

## EDGE_051

**SOURCE:** `react`  
**TARGET:** `chain-of-thought`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/react.md`  
**EVIDENCE:** Related Skills: `chain-of-thought`

---

## EDGE_052

**SOURCE:** `react`  
**TARGET:** `planning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/react.md`  
**EVIDENCE:** Related Skills: `planning`

---

## EDGE_053

**SOURCE:** `react`  
**TARGET:** `self-correction`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/react.md`  
**EVIDENCE:** Related Skills: `self-correction`

---

## EDGE_054

**SOURCE:** `risk-assessment`  
**TARGET:** `decision-making`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/risk-assessment.md`  
**EVIDENCE:** Related: `decision-making.md`

---

## EDGE_055

**SOURCE:** `risk-assessment`  
**TARGET:** `planning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/risk-assessment.md`  
**EVIDENCE:** Related: `planning.md`

---

## EDGE_056

**SOURCE:** `self-correction`  
**TARGET:** `self-reflection`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/self-correction.md`  
**EVIDENCE:** [Self-Reflection](self-reflection.md)

---

## EDGE_057

**SOURCE:** `self-correction`  
**TARGET:** `debugging`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/self-correction.md`  
**EVIDENCE:** [Debugging](../05-code/debugging.md)

---

## EDGE_058

**SOURCE:** `self-reflection`  
**TARGET:** `chain-of-thought`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/self-reflection.md`  
**EVIDENCE:** Related: `chain-of-thought.md`

---

## EDGE_059

**SOURCE:** `self-reflection`  
**TARGET:** `debate-pattern`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/self-reflection.md`  
**EVIDENCE:** Related: `debate.md` (09-agentic-patterns)

---

## EDGE_060

**SOURCE:** `task-decomposition`  
**TARGET:** `planning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/task-decomposition.md`  
**EVIDENCE:** [Planning](planning.md) — adds order + deps + constraints to a decomposition

---

## EDGE_061

**SOURCE:** `task-decomposition`  
**TARGET:** `reflection`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/task-decomposition.md`  
**EVIDENCE:** [Reflection](../09-agentic-patterns/reflection.md) — revise a bad decomposition

---

## EDGE_062

**SOURCE:** `task-decomposition`  
**TARGET:** `tot`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/task-decomposition.md`  
**EVIDENCE:** [Tree of Thought](../09-agentic-patterns/tot.md) — branch over alternative decompositions

---

## EDGE_063

**SOURCE:** `tree-of-thought`  
**TARGET:** `chain-of-thought`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/tree-of-thought.md`  
**EVIDENCE:** [Chain of Thought](chain-of-thought.md)

---

## EDGE_064

**SOURCE:** `tree-of-thought`  
**TARGET:** `mcts`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/tree-of-thought.md`  
**EVIDENCE:** [MCTS](../09-agentic-patterns/mcts.md)

---

## EDGE_065

**SOURCE:** `tree-of-thought`  
**TARGET:** `planning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/tree-of-thought.md`  
**EVIDENCE:** [Planning](planning.md)

---

## EDGE_066

**SOURCE:** `uncertainty-quantification`  
**TARGET:** `bayesian-reasoning`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/uncertainty-quantification.md`  
**EVIDENCE:** Related: `bayesian-reasoning.md`

---

## EDGE_067

**SOURCE:** `uncertainty-quantification`  
**TARGET:** `numerical-estimation`  
**TYPE:** `RELATED_TO`  
**SOURCE FILE:** `skills/02-reasoning/uncertainty-quantification.md`  
**EVIDENCE:** Related: `numerical-estimation.md`

---
