reasoning

v2026.09.25

This skill should be used when the user asks to "reason through", "think step by step", "analyze systematically", "debug with hypotheses", "root cause analysis", "chain of thought", "tree of thought", "documentation lookup", or needs structured reasoning frameworks with mandatory documentation retrieval before analysis.

GitHub
安装命令
npx skhub add thelobbi/reasoning
Markdown
SKILL.md

Reasoning Skill

Structured reasoning frameworks with mandatory documentation lookup for systematic problem solving.

Overview

This skill wraps two complementary capabilities:

  1. Complex Reasoning (complex-reasoning.md) — Multiple reasoning frameworks (Chain-of-Thought, Tree-of-Thought, Hypothesis-Driven Debugging, Root Cause Analysis) that always query documentation before reasoning and store insights in memory.

  2. Documentation Lookup (documentation-lookup.md) — Systematic documentation retrieval using Context7 MCP to ground all decisions in accurate, version-specific library documentation.

When to Use

  • Debugging complex issues where root cause is unclear → use Hypothesis-Driven Debugging
  • Making architectural decisions with multiple valid approaches → use Tree-of-Thought
  • Linear problem-solving with sequential steps → use Chain-of-Thought
  • Systemic incidents or repeated failures → use Root Cause Analysis
  • Any task involving external libraries or APIs → use Documentation Lookup first

Framework Selection

Problem TypeFrameworkAgent
Linear, sequentialChain-of-Thoughthypothesis-debugger
Multiple valid approachesTree-of-Thoughtrequirements-analyzer
Complex bug, unclear root causeHypothesis-Driven Debugginghypothesis-debugger
Incident, systemic issueRoot Cause Analysisroot-cause-analyzer
Any technology decisionDocumentation Lookuprequirements-analyzer

Core Protocol

MANDATORY before any reasoning about technology:

  1. Identify technologies involved in the task
  2. Resolve library IDs via Context7 MCP
  3. Query relevant documentation
  4. Ground all reasoning steps in retrieved documentation

See complex-reasoning.md for full reasoning framework details. See documentation-lookup.md for documentation retrieval protocol.

Integration

Works with: hypothesis-debugger (debugging workflows), root-cause-analyzer (incident analysis), requirements-analyzer (architecture decisions), task-enricher (technical planning).

发现
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版本
最新版本元数据

版本

v2026.09.25

发布时间

2026年9月25日

分类

未分类

许可证

MIT

源路径

plugins/delivery-orchestrator/skills/reasoning

默认分支

main

最新提交

2f1269c

Tree SHA

629e050