Strategic Cost-Benefit Analysis

SkillDev tools

Analyzes whether an action could end up helping your opponents more than yourself.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Strategic Cost-Benefit Analysis skill

About this skill

Use when evaluating whether a military action inadvertently strengthens rivals or when analyzing second-order strategic consequences. Based on Hu Yan's advice against attacking Pu, assessing whether success helps your enemies more than yourself and recommending alternatives when it does.

What this skill tells your AI

The instructions your AI receives, as published by baojie/shiji-kb in kg/ontology/ontology-v1/skus/procedural/skill_147/SKILL.md and read by ahel’s review.

Based on Hu Yan's advice against attacking Pu.

Overview

Before attacking a target, analyze whether success helps or harms your strategic position.

Steps

  1. Identify the Target's Strategic Value

    • What does the target provide to whom?
    • Example: Pu is vital to Wei's independence
  2. Analyze Consequences of Success

    • If you capture the target, who benefits?
    • Will success strengthen a rival?
    • Example: Capturing Pu would force Wei to submit to your rival (Wei)
  3. Evaluate Secondary Effects

    • How will power balance shift?
    • Will a weakened party become stronger through consolidation?
  4. Consider Ruler's Perception

    • Will this action be seen as helping or harming the state?
    • Ruler will judge based on outcomes, not intentions
  5. Recommend Alternative

    • If action harms your interests, propose alternative
    • Find way to gain credit without negative consequences

Decision Framework

  • If action helps enemy more than you: Do not proceed
  • If action strengthens rival state: Do not proceed
  • If ruler will blame you for consequences: Do not proceed

Expected Outcomes

  • Avoid strategic mistakes
  • Maintain ruler's favor
  • Prevent unintended strengthening of rivals

Validation

  1. Map the full chain of consequences: target capture leads to which power shift, which forces which consolidation, which benefits whom — if the chain ends at a rival's gain, do not proceed
  2. Verify the alternative proposal genuinely serves state interests and is not merely a face-saving inaction plan
  3. Confirm the ruler's perception has been considered — will the ruler credit you for wisdom in restraint, or blame you for missed opportunity?

Signals

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Last commit
Aug 2026
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Item type
skill
Key
strategic-cost-benefit-analysis
Source
github.com/baojie/shiji-kb