This skill should be used when users need to think through a complex analytical decision, asks 'how should I approach this?' or 'help me think through...', is stuck on a difficult coding boundary, needs to plan dimensional analysis, or is building theoretical frameworks in Stage 3.
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interpretive-orchestration
plugin/skills/deep-reasoning/SKILL.md
February 1, 2026
Select agents to install to:
npx add-skill https://github.com/linxule/interpretive-orchestration/blob/main/plugin/skills/deep-reasoning/SKILL.md -a claude-code --skill deep-reasoningInstallation paths:
.claude/skills/deep-reasoning/# deep-reasoning Structured step-by-step thinking for complex analytical decisions. Invokes Sequential Thinking MCP with qualitative research framing. ## When to Use Use this skill when: - User needs to think through a complex analytical decision - User asks "how should I approach this?" or "help me think through..." - User is stuck on a difficult coding boundary - User needs to plan dimensional analysis - Deciding between interpretive alternatives - Building theoretical frameworks in Stage 3 ## MCP Used **Sequential Thinking** (bundled, no API key required) ## How It Works Sequential Thinking creates dynamic thought sequences that: - Break complex problems into manageable steps - Allow branching and revision as understanding deepens - Make reasoning explicit and traceable - Generate hypotheses and verify them ## When to Invoke ### Stage 1 - Planning manual analysis approach - Thinking through sampling strategy - Working through initial conceptualization ### Stage 2 Phase 1 - Deep analysis of theoretical patterns from literature - Comparing frameworks and their implications ### Stage 2 Phase 2 - Working through synthesis challenges - Integrating theoretical and empirical patterns - Resolving tensions between streams ### Stage 2 Phase 3 - Dimensional analysis for pattern characterization - Identifying systematic variations - Building pattern properties ### Stage 3 - Constructing final theoretical framework - Organizing evidence for arguments - Building publication-ready structure ## Invocation Pattern When this skill is relevant, invoke Sequential Thinking with appropriate framing: ``` Use Sequential Thinking to work through: [PROBLEM] Context: - Research question: [from config] - Current stage: [from config] - Philosophical stance: [from config] Please think step-by-step, showing your reasoning at each stage. Feel free to revise earlier steps if new understanding emerges. ``` ## Example Prompts ### Coding Decision ``` Help me think through whethe