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Deliberate reasoning skill: enforce multi-step analysis, hypothesis testing, and option evaluation before answering complex questions

AIDotNet By AIDotNet schedule Updated 2/9/2026

name: think description: "Deliberate reasoning skill: enforce multi-step analysis, hypothesis testing, and option evaluation before answering complex questions" license: MIT allowed-tools: "" metadata: author: OpenDeepWiki version: "1.0.0"

Think — Deliberate Reasoning Skill

Use this skill whenever a task requires careful judgment, non-trivial trade-offs, or multi-hop reasoning. Follow the deliberate workflow before responding.

Reasoning Workflow

1. Understand the problem

  • Restate the goal in your own words and confirm the success criteria.
  • List known inputs, missing data, and explicit constraints.
  • Flag ambiguities that must be resolved or acknowledged.

2. Generate candidate hypotheses

  • Brainstorm at least two distinct approaches, explanations, or solution paths.
  • Note the core assumption powering each option.
  • Explain why each option could plausibly work and where it might fail.

3. Analyze and compare

  • Move from surface observations → pattern recognition → assumption stress-tests → deeper insights.
  • Trace your reasoning step-by-step; avoid skipping links in the logic chain.
  • Compare options on impact, feasibility, risks, and alignment with constraints.

4. Validate and correct

  • Cross-check reasoning against established facts, data, or prior decisions.
  • Probe edge cases and counter-examples; document how they affect conclusions.
  • If you spot a flaw, explicitly call it out (e.g., “Wait, that contradicts earlier data…”) and adjust.

5. Synthesize a conclusion

  • Integrate the strongest insights from the surviving options.
  • Summarize decisive evidence, trade-offs, and residual uncertainties.
  • Deliver a recommendation with clear next steps or safeguards.

Guardrails and Principles

  • Fight confirmation bias: actively look for evidence that disproves each hypothesis.
  • Admit uncertainty: say “I’m not certain because…” instead of inventing facts.
  • Stay scoped: solve the asked question first before exploring tangents.
  • Expose assumptions: list foundational premises and revisit them as new facts emerge.
  • Keep alternatives alive: do not converge on the first viable plan without comparison.

Output Format

Use structured markers to keep the reasoning transparent:

  • “Let me restate the problem…” — comprehension
  • “Here are the candidate paths…” — hypotheses/options
  • “Digging into the analysis…” — step-by-step reasoning
  • “Hold on, verify…” — validation or correction
  • “Overall recommendation…” — final synthesis

Wrap the internal reasoning inside <think>...</think> blocks when possible so downstream tools can distinguish scratch work from the final answer.

When to Invoke

  • Architecture, system design, or technology selection questions
  • Root-cause investigations of complex bugs or incidents
  • Product or policy decisions with competing constraints
  • Multi-factor analytical questions (e.g., forecasting, prioritization)
  • Any scenario demanding high precision or auditability
Install via CLI
npx skills add https://github.com/AIDotNet/OpenDeepWiki --skill think
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