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yao-crux
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Use when a user is stuck in a complex real-world situation with many conflicts, limited resources, unclear priorities, or asks to identify the principal contradiction, secondary contradictions, dominant aspect, breakthrough actions, monitoring thresholds, probability projection, and Markdown/Word/HTML/PDF reports. Triggers on 矛盾论, 主要矛盾, 次要矛盾, 主次矛盾, 卡住了, 优先级混乱, 找关键问题, 资源有限, 冲突很多. Do not use for philosophy-only summaries, Mao text commentary with no live case, generic brainstorming with no diagnosis, or final licensed medical, legal, investment, or psychological-crisis advice.
When to use
- ask concise follow-up questions before judging a user's current situation
- assess whether the user's current situation is clear enough for diagnosis before naming the principal contradiction
- produce a confirmable current-state snapshot with goal, facts, stage, resources, constraints, stakeholders, and repeated patterns
- identify goals, stage, constraints, facts, stakeholders, resources, and repeated conflict patterns
- rewrite messy symptoms as candidate contradictions in the form `力量A 与 力量B 的冲突`
- run a first-principles layer scan so the principal contradiction can be an upstream, not-yet-visible constraint rather than the loudest symptom
- use the three plain principal-contradiction checks: `决定性`, `牵引性`, and `阶段性`
- separate internal changeable structures from external hard conditions, then judge how external conditions act through internal structure
When not to use
- philosophy-only summaries
- Mao text commentary with no live case
- generic brainstorming with no diagnosis
- final licensed medical advice
- final legal advice
- final investment advice
- final psychological-crisis advice
- historical or ideological commentary
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