Individual skill
yao-crux-skill
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.
skills/yao-crux-skill/SKILL.md
Source commit 5126d4b5500a2f7d447fbe453297507d200b042e
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Local scripts
- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 1,327
- Repository last updated
- Oct 14, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
Files and excerpt
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Browse files
README.en.mddoc · 8,419 bytesREADME.mddoc · 7,868 bytesSKILL.mdcore · 10,587 bytesagents/interface.yamlasset · 1,275 bytesassets/blue-iceberg-floating-1600.jpgasset · 325,667 bytesassets/iceberg-cc0-1600.jpgasset · 534,420 bytesassets/iceberg-mcmurdo-1600.jpgasset · 299,427 bytesassets/iceberg-photo-source.mddoc · 618 bytesassets/iceberg-user-provided.pngasset · 1,751,734 bytesassets/iceberg-usgs-noaa-belowwater.jpgasset · 311,386 bytesevals/semantic_config.jsonasset · 961 bytesevals/test_current_state_clarity.pyruns · 2,789 bytesevals/test_first_principles_team_case.pyruns · 1,538 bytesevals/test_plain_language_report.pyruns · 2,119 bytesevals/test_theory_anchors_and_aggressive_allocation.pyruns · 1,983 bytesevals/test_visual_deep_analysis_report.pyruns · 2,499 bytesevals/trigger_cases.jsonasset · 1,733 bytesinput/crux_request.template.jsonasset · 5,081 bytesinput/github_examples/b2b_saas_sales_conversion_case.jsonasset · 14,360 bytesinput/github_examples/customer_support_delivery_case.jsonasset · 13,953 bytesinput/github_examples/ecommerce_inventory_cashflow_case.jsonasset · 13,695 bytesmanifest.jsonasset · 1,018 bytesreference-materials/README.mddoc · 1,566 bytesreference-materials/复杂问题主要矛盾识别方法论调研报告.docxasset · 143,183 bytesreference-materials/复杂问题主要矛盾识别方法论调研报告.htmlasset · 46,622 bytesreference-materials/矛盾论AI_Skill设计方案.docxasset · 218,456 bytesreference-materials/矛盾论底层原理与应用场景研究.docxasset · 196,366 bytesreferences/contradiction-model.mddoc · 13,818 bytesreferences/intake-and-questioning.mddoc · 8,401 bytesreferences/kami-layout-guide.mddoc · 4,398 bytesreferences/report-contract.mddoc · 6,348 bytesreferences/report-export-pipeline.mddoc · 3,344 bytesreferences/safety-and-boundaries.mddoc · 1,661 bytesreferences/theory-anchors.mddoc · 3,489 bytesreports/github-examples/README.mddoc · 843 bytesreports/github-examples/example-b2b-saas-sales-conversion.docxasset · 43,389 bytesreports/github-examples/example-b2b-saas-sales-conversion.htmlasset · 2,386,420 bytesreports/github-examples/example-b2b-saas-sales-conversion.mddoc · 16,446 bytesreports/github-examples/example-b2b-saas-sales-conversion.pdfasset · 1,954,259 bytesreports/github-examples/example-b2b-saas-sales-conversion.report.jsonasset · 25,414 bytesreports/github-examples/example-customer-support-delivery.docxasset · 43,158 bytesreports/github-examples/example-customer-support-delivery.htmlasset · 2,385,985 bytesreports/github-examples/example-customer-support-delivery.mddoc · 16,025 bytesreports/github-examples/example-customer-support-delivery.pdfasset · 1,951,272 bytesreports/github-examples/example-customer-support-delivery.report.jsonasset · 24,755 bytesreports/github-examples/example-ecommerce-inventory-cashflow.docxasset · 43,166 bytesreports/github-examples/example-ecommerce-inventory-cashflow.htmlasset · 2,385,536 bytesreports/github-examples/example-ecommerce-inventory-cashflow.mddoc · 15,598 bytesreports/github-examples/example-ecommerce-inventory-cashflow.pdfasset · 1,959,291 bytesreports/github-examples/example-ecommerce-inventory-cashflow.report.jsonasset · 24,445 bytesscripts/current_state_clarity.pyruns · 7,453 bytesscripts/generate_report_bundle.pyruns · 71,834 bytesscripts/verify_report_bundle.pyruns · 9,997 bytestemplates/crux-report.schema.jsonasset · 7,550 bytestemplates/report-theme.cssasset · 11,345 bytes
Read excerpt
# Yao Crux Skill
Use this skill to first clarify the user's current situation, then turn it into a principal-contradiction diagnosis, a secondary-contradiction watchlist, a focused action plan, and a four-format report bundle.
## Use This Skill For
- 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