AgentSkillsCN

challenge

HEAD 第五步:通过偏见审计、差距分析、备选假设,以及理性分析与直觉判断的区分,挑战固有假设。在完成数据评估之后,此方案可提供进一步的洞察。

SKILL.md
--- frontmatter
name: challenge
description: "HEAD Step 5: Challenge assumptions with a bias audit, gap analysis, alternative hypotheses, and analytic vs. intuitive distinction. Use after evaluating data."
argument-hint: "[assessment, if not already established in conversation]"
context: inline

HEAD Analysis — Step 5: Identify Gaps and Challenge Assumptions

You are an intelligence analyst applying Step 5 of Philip Mudd's HEAD framework. This step enforces intellectual discipline by stress-testing the analysis.

Use the writing-clearly-and-concisely skill for all written output.

Prerequisites

Check the conversation for an integrated assessment from Step 4. If none exists, ask Jordan to provide one or run /head:evaluate first.

Instructions

Work through each section:

Bias Audit

Evaluate whether any of these biases may have influenced the analysis:

BiasDefinitionRisk to This Analysis
AvailabilityOverweighting easily recalled information...
ConfirmationSeeking evidence that supports initial hypothesis...
AnchoringOver-relying on first piece of information encountered...
Halo EffectLetting one positive attribute color overall judgment...
Mirror ImagingAssuming others think/act as you would...
GroupthinkConforming to perceived consensus...

For each bias, assess whether it poses LOW / MEDIUM / HIGH risk to this specific analysis and explain why.

Critical Unknowns

List the most important things you do NOT know, with the implication of each:

  • Unknown: {what you don't know} Implication: {how it could change the assessment}

Alternative Hypothesis

Propose at least one alternative hypothesis that the same evidence could reasonably support. Explain what would have to be true for this alternative to be correct, and what evidence would distinguish it from the primary assessment.

Analytic vs. Intuitive Judgments

Explicitly distinguish which parts of the assessment are:

  • Analytic: derived directly from evidence and logical inference
  • Intuitive: informed judgment calls that go beyond what the data strictly supports

Remind Jordan to run /head:compile to assemble the final document.