# class-structure-analysis > --- name: class-structure-analysis description: 鍩轰簬椹厠鎬濅富涔夐樁绾х悊璁猴紝瀵圭ぞ浼氶樁绾х粨鏋勩€侀樁绾у叧绯汇€侀樁绾ф剰璇嗗拰闃剁骇娴佸姩杩涜绯荤粺鍒嗘瀽鐨勬妧鑳斤紝杩愮敤椹厠鎬濈殑闃剁骇鍒嗘瀽鐞嗚妗嗘灦锛岃瘎浼扮ぞ浼氱粨鏋勫拰闃剁骇鍔ㄦ€?version: 2.0.0 author: socienceAI.com license: MIT tags: [class-analysis, marxist-sociology, social-structure, class-consciousness, class-dynamics] compatibility: Node.js environment metadata: domain: social-sciences methodology: marxist-class-analysis complexity: advanced integration_type: analysis_tool last_updated: "2025-12-26" allowed-... - Author: Qoder - Repository: ptreezh/sscisubagent-skills - Version: 20260123224917 - Stars: 0 - Forks: 0 - Last Updated: 2026-02-06 - Source: https://github.com/ptreezh/sscisubagent-skills - Web: https://mule.run/skillshub/@@ptreezh/sscisubagent-skills~class-structure-analysis:20260123224917 --- --- name: class-structure-analysis description: 鍩轰簬椹厠鎬濅富涔夐樁绾х悊璁猴紝瀵圭ぞ浼氶樁绾х粨鏋勩€侀樁绾у叧绯汇€侀樁绾ф剰璇嗗拰闃剁骇娴佸姩杩涜绯荤粺鍒嗘瀽鐨勬妧鑳斤紝杩愮敤椹厠鎬濈殑闃剁骇鍒嗘瀽鐞嗚妗嗘灦锛岃瘎浼扮ぞ浼氱粨鏋勫拰闃剁骇鍔ㄦ€?version: 2.0.0 author: socienceAI.com license: MIT tags: [class-analysis, marxist-sociology, social-structure, class-consciousness, class-dynamics] compatibility: Node.js environment metadata: domain: social-sciences methodology: marxist-class-analysis complexity: advanced integration_type: analysis_tool last_updated: "2025-12-26" allowed-tools: [node, bash, read_file, write_file] --- # 闃剁骇缁撴瀯鍒嗘瀽鎶€鑳? ## 鏍稿績鍔熻兘 ### 1. 浼犵粺闃剁骇鍒嗘瀽 - **璧勪骇闃剁骇鍒嗘瀽**锛氳祫鏈崰鏈夌▼搴︺€佹帶鍒舵潈鍒嗘瀽銆佸墺鍓婃満鍒惰瘑鍒?- **鏃犱骇闃剁骇鍒嗘瀽**锛氬姵鍔ㄥ姏鍟嗗搧鍖栫▼搴︺€侀樁绾ф剰璇嗘按骞炽€侀潻鍛芥綔鍔涜瘎浼?- **灏忚祫浜ч樁绾у垎鏋?*锛氫腑闂撮樁灞傚湴浣嶃€佺敓浜ц祫鏂欏崰鏈夌姸鍐点€侀樁绾у€惧悜鍒嗘瀽 - **鍐滄皯闃剁骇鍒嗘瀽**锛氬啘鏉戠敓浜у姏鍙戝睍銆侀樁绾у垎鍖栬秼鍔裤€佸湴浣嶅彉鍖? ### 2. 鐜颁唬绀句細闃跺眰璇嗗埆 - **鐭ヨ瘑宸ヤ綔鑰呴樁灞?*锛氭暟瀛楁椂浠g煡璇嗗垎瀛愰樁灞傜壒寰佸拰鍦颁綅 - **骞冲彴宸ヤ汉闃跺眰**锛氶浂宸ョ粡娴庝粠涓氳€呯殑闃剁骇鍦颁綅鍜岀壒寰?- **鏁板瓧涓骇闃剁骇**锛氭暟瀛楃粡娴庡偓鐢熺殑鏂颁腑浜ч樁绾у垎鏋?- **鎶€鏈棤浜ч樁绾?*锛氳鎶€鏈浛浠g殑宸ヤ汉闃剁骇鍒嗘瀽 ### 3. 闃剁骇鍏崇郴鍒嗘瀽 - **闃剁骇鍒╃泭鍏崇郴**锛氬垎鏋愪笉鍚岄樁绾ч棿鐨勫埄鐩婂叧绯诲拰鍐茬獊 - **闃剁骇鐭涚浘鍒嗘瀽**锛氳瘑鍒富瑕侀樁绾х煕鐩惧拰娆¤闃剁骇鐭涚浘 - **闃剁骇鑱旂洘鍒嗘瀽**锛氬垎鏋愰樁绾ч棿鐨勮仈鐩熷叧绯诲拰鍚堜綔鍙兘鎬?- **闃剁骇鏂椾簤鎬佸娍**锛氬垎鏋愰樁绾ф枟浜夌殑鐜扮姸鍜屽彂灞曡秼鍔? ### 4. 闃剁骇鎰忚瘑璇勪及 - **鑷湪闃剁骇鎰忚瘑**锛氶樁绾ф剰璇嗙殑钀岃娊闃舵鍒嗘瀽 - **鑷负闃剁骇鎰忚瘑**锛氶樁绾ф剰璇嗙殑鎴愮啛闃舵璇勪及 - **闈╁懡闃剁骇鎰忚瘑**锛氶樁绾ф剰璇嗙殑闈╁懡闃舵璇嗗埆 - **褰卞搷鍥犵礌鍒嗘瀽**锛氬奖鍝嶉樁绾ф剰璇嗗彂灞曠殑鍚勭鍥犵礌 ## 搴旂敤鍦烘櫙 ### 鍦烘櫙1锛氬綋浠d腑鍥界ぞ浼氶樁绾х粨鏋勫垎鏋?**杈撳叆**锛氭敹鍏ユ暟鎹€佽亴涓氭暟鎹€佹暀鑲叉暟鎹€佽储浜ф暟鎹? **鍒嗘瀽娴佺▼**锛?1. **闃剁骇璇嗗埆**锛氬熀浜庣敓浜ц祫鏂欏崰鏈夌姸鍐佃瘑鍒樁绾?2. **鍏崇郴鍒嗘瀽**锛氬垎鏋愪笉鍚岄樁绾ч棿鐨勫叧绯?3. **鎰忚瘑璇勪及**锛氳瘎浼板悇闃剁骇鐨勯樁绾ф剰璇嗘按骞?4. **鍔ㄦ€侀娴?*锛氶娴嬮樁绾х粨鏋勭殑鏈潵鍙樺寲 **杈撳嚭绀轰緥**锛?``` # 褰撲唬涓浗绀句細闃剁骇缁撴瀯鍒嗘瀽鎶ュ憡 ## 闃剁骇鏋勬垚鍒嗘瀽 ### 璧勪骇闃剁骇锛堢害鍗?%锛?- 浜烘暟锛氱害2800涓囦汉 - 鐗瑰緛锛氬崰鏈夊ぇ閲忕敓浜ц祫鏂欙紝閫氳繃鍓ュ墛闆囦剑鍔冲姩鑾峰緱鏀跺叆 - 缁嗗垎锛? - 澶ц祫浜ч樁绾э細鎷ユ湁鍨勬柇璧勬湰锛屾帶鍒跺浗姘戠粡娴庡懡鑴? - 涓瓑璧勪骇闃剁骇锛氭嫢鏈変腑绛夎妯¤祫鏈紝浠庝簨缁忚惀绠$悊 - 灏忚祫浜ч樁绾э細鎷ユ湁灏戦噺璧勬湰锛屽弬涓庡姵鍔ㄥ拰绠$悊 ### 鏃犱骇闃剁骇锛堢害鍗?0%锛?- 浜烘暟锛氱害9.8浜夸汉 - 鐗瑰緛锛氫笉鍗犳湁鐢熶骇璧勬枡锛岄潬鍑哄崠鍔冲姩鍔涗负鐢?- 缁嗗垎锛? - 浜т笟宸ヤ汉锛氬湪鍒堕€犱笟銆佸缓绛戜笟绛変骇涓氬伐浣滅殑宸ヤ汉 - 鏈嶅姟涓氬伐浜猴細鍦ㄦ湇鍔′笟宸ヤ綔鐨勫姵鍔ㄨ€? - 鏁板瓧鍔冲伐锛氫粠浜嬪钩鍙扮粡娴庛€佹暟瀛楃粡娴庣殑鍔冲姩鑰? - 鍐滄皯宸ワ細鍦ㄥ煄甯備粠浜嬮潪鍐滀骇涓氱殑鍐滄潙鍔冲姩鑰? ### 灏忚祫浜ч樁绾э紙绾﹀崰25%锛?- 浜烘暟锛氱害3.5浜夸汉 - 鐗瑰緛锛氬崰鏈夊皯閲忕敓浜ц祫鏂欙紝涓昏渚濋潬鑷繁鍔冲姩涓虹敓 - 缁嗗垎锛? - 涓綋鍔冲姩鑰咃細涓綋宸ュ晢鎴枫€佸皬搴椾富 - 鑷敱鑱屼笟鑰咃細寰嬪笀銆佸尰鐢熴€佽璁″笀绛? - 灏忎紒涓氫富锛氬皬寰紒涓氱粡钀ヨ€? - 鍐滄潙涓綋鎴凤細鍐滄潙涓綋缁忚惀鑰? ### 闃剁骇鍏崇郴鍒嗘瀽 - 璧勪骇闃剁骇涓庢棤浜ч樁绾э細鍩烘湰鐭涚浘鍏崇郴锛屽瓨鍦ㄥ墺鍓婁笌琚墺鍓婂叧绯?- 璧勪骇闃剁骇涓庡皬璧勪骇闃剁骇锛氭棦鏈夊悎浣滃張鏈夌珵浜夊叧绯?- 鏃犱骇闃剁骇涓庡皬璧勪骇闃剁骇锛氬彲鑳界殑鍚堜綔鍏崇郴锛屼篃鍙兘鐨勭珵浜夊叧绯?``` ### 鍦烘櫙2锛氭暟瀛楃粡娴庝腑鐨勬柊闃剁骇鍏崇郴鍒嗘瀽 **杈撳叆**锛氬钩鍙扮粡娴庢暟鎹€佹暟瀛楀姵宸ヨ皟鏌ャ€佹妧鏈彂灞曟暟鎹? **鍒嗘瀽娴佺▼**锛?1. **璇嗗埆**鏁板瓧鏃朵唬鐨勬柊鍏撮樁绾у拰闃跺眰 2. **鍒嗘瀽**鏁板瓧骞冲彴涓庢暟瀛楀姵宸ョ殑鍏崇郴 3. **璇勪及**鏁板瓧鍔冲姩鐨勫墺鍓婃€ц川 4. **棰勬祴**鏁板瓧缁忔祹瀵逛紶缁熼樁绾х粨鏋勭殑褰卞搷 **杈撳嚭绀轰緥**锛?``` # 鏁板瓧缁忔祹涓殑闃剁骇鍏崇郴鍒嗘瀽 ## 鏁板瓧璧勪骇闃剁骇 - 鐗瑰緛锛氬崰鏈夋暟瀛楀钩鍙般€佺畻娉曘€佹暟鎹瓑鏁板瓧鐢熶骇璧勬枡 - 浠h〃锛氬ぇ鍨嬫暟瀛楀钩鍙颁紒涓氭墍鏈夎€?- 鍓ュ墛鏂瑰紡锛氶€氳繃鍗犳湁鏁板瓧鍔冲姩鎴愭灉瀹炵幇鍓ュ墛 ## 鏁板瓧鏃犱骇闃剁骇 - 鐗瑰緛锛氫笉鍗犳湁鏁板瓧鐢熶骇璧勬枡锛屽嚭鍗栨暟瀛楀姵鍔?- 浠h〃锛氱綉绾﹁溅鍙告満銆佸鍗栭獞鎵嬨€佸唴瀹瑰垱浣滆€?- 鍔冲姩鐗圭偣锛氬姵鍔ㄦ椂闂撮暱銆佹敹鍏ヤ笉绋冲畾銆佺ぞ浼氫繚闅滅己澶? ## 鏁板瓧灏忚祫浜ч樁绾?- 鐗瑰緛锛氭嫢鏈夊皯閲忔暟瀛楃敓浜ц祫鏂欙紝鑷富缁忚惀 - 浠h〃锛氱嫭绔嬪紑鍙戣€呫€佹暟瀛楀唴瀹瑰垱浣滆€?- 浣嶇疆锛氬浜庤祫浜ч樁绾у拰鏃犱骇闃剁骇涔嬮棿鐨勪腑闂村湴浣? ## 鏁板瓧闃剁骇鍏崇郴 - 骞冲彴涓庡姵鍔ㄨ€咃細鍏稿瀷鐨勫墺鍓婂叧绯?- 鏁版嵁鎵€鏈夋潈锛氭暟瀛楃敓浜ц祫鏂欐墍鏈夋潈闆嗕腑鍖?- 绠楁硶鎺у埗锛氶€氳繃绠楁硶瀹炵幇瀵瑰姵鍔ㄨ繃绋嬬殑鎺у埗 - 鏁板瓧楦挎矡锛氬姞鍓ч樁绾у垎鍖栫殑鏁板瓧鎶€鏈樊璺?``` ## 璐ㄩ噺鏍囧噯 ### 鐞嗚鍑嗙‘鎬ц姹?- **闃剁骇姒傚康绮剧‘搴?*锛氣墺95% (鍩轰簬椹厠鎬濅富涔夐樁绾х悊璁? - **鐞嗚搴旂敤鍑嗙‘鎬?*锛氣墺90% (姝g‘杩愮敤闃剁骇鍒嗘瀽鐞嗚) - **椹厠鎬濅富涔変竴鑷存€?*锛氣墺92% (绗﹀悎椹厠鎬濅富涔夊熀鏈師鐞? - **鐞嗚娣卞害瑕佹眰**锛氣墺85% (娣卞叆鍒嗘瀽闃剁骇鏈川) ### 鍒嗘瀽涓撲笟鎬ц姹?- **闃剁骇璇嗗埆鍑嗙‘鐜?*锛氣墺90% - **闃剁骇鍏崇郴鍒嗘瀽绮惧害**锛氣墺85% - **闃剁骇鎰忚瘑璇勪及娣卞害**锛氣墺80% - **闃剁骇鍔ㄦ€侀娴嬪噯纭€?*锛氣墺75% ### 瀹炶返搴旂敤瑕佹眰 - **鐜板疄閽堝鎬?*锛氶拡瀵瑰叿浣撻樁绾х幇璞?- **瑙e喅鍙鎬?*锛氭彁鍑虹殑瑙e喅鏂规蹇呴』鍙 - **浜烘皯鎬?*锛氫綋鐜颁汉姘戠兢浼楁牴鏈埄鐩?- **杩涙鎬?*锛氭帹鍔ㄧぞ浼氬叕骞虫涔? ## 鎶€鏈緷璧? ### 鏍稿績渚濊禆鍖?- **pandas**: 鏁版嵁澶勭悊鍜屽垎鏋?- **numpy**: 鏁板€艰绠楀拰缁熻鍒嗘瀽 - **jieba**: 涓枃鏂囨湰鍒嗘瀽鍜岃涔夌悊瑙?- **scikit-learn**: 鏈哄櫒瀛︿範绠楁硶鐢ㄤ簬闃剁骇璇嗗埆 - **networkx**: 闃剁骇鍏崇郴缃戠粶鍒嗘瀽 - **matplotlib/seaborn**: 鏁版嵁鍙鍖? ### 鏅鸿兘渚濊禆绠$悊 璇ユ妧鑳戒娇鐢ㄦ櫤鑳戒緷璧栫鐞嗙郴缁燂紝浼樺厛浣跨敤楂樼骇鍒嗘瀽鍖咃紝濡傛灉涓嶅彲鐢ㄥ垯鑷姩闄嶇骇鍒板熀纭€瀹炵幇锛? ```python from common.smart_dependency_manager import attempt_install_and_import, smart_text_analysis # 鏅鸿兘瀵煎叆鏂囨湰鍒嗘瀽鍖?jieba, using_advanced_jieba = attempt_install_and_import('jieba', '0.42.1') if using_advanced_jieba: print("浣跨敤楂樼骇jieba杩涜涓枃闃剁骇鍒嗘瀽") else: print("浣跨敤鍩虹鏂囨湰澶勭悊杩涜闃剁骇鍒嗘瀽") # 鏅鸿兘缁熻鍒嗘瀽 result, using_advanced = smart_text_analysis(phenomenon_data, analysis_type="class_analysis") ``` ### 闄嶇骇绛栫暐 - **楂樼骇鍖呬笉鍙敤鏃?*锛氫娇鐢≒ython鍐呯疆鏂囨湰澶勭悊鍔熻兘 - **鏈哄櫒瀛︿範涓嶅彲鐢ㄦ椂**锛氫娇鐢ㄨ鍒欏熀纭€鐨勯樁绾ц瘑鍒?- **鍙鍖栧寘涓嶅彲鐢ㄦ椂**锛氳緭鍑烘枃鏈牸寮忕殑鍒嗘瀽缁撴灉 - **缃戠粶鍒嗘瀽涓嶅彲鐢ㄦ椂**锛氫娇鐢ㄥ熀纭€缁熻鏂规硶 ## 浣跨敤鎸囧崡 ### 璋冪敤鏂瑰紡 ``` 鐢ㄦ埛: "鍒嗘瀽褰撲唬涓浗鐨勯樁绾х粨鏋? 鏅鸿兘浣? 鑷姩鍔犺浇class-structure-analysis鎶€鑳?鎵ц: class_analyzer.comprehensive_class_analysis(social_data) 杈撳嚭: 闃剁骇缁撴瀯鍒嗘瀽鎶ュ憡 ``` ### 杈撳叆鏍煎紡 ```json { "social_phenomenon": "闇€瑕佸垎鏋愮殑绀句細鐜拌薄", "data": { "income_data": "鏀跺叆鏁版嵁", "occupation_data": "鑱屼笟鏁版嵁", "property_data": "璐骇鏁版嵁", "education_data": "鏁欒偛鏁版嵁" }, "analysis_type": "class_analysis", "focus_areas": ["class_identification", "class_relations", "class_consciousness", "class_dynamics"], "depth_level": "comprehensive", "theory_framework": "marxist_class_theory" } ``` ### 杈撳嚭鏍煎紡 ```json { "analysis_result": { "class_structure": { "bourgeoisie": { "size": "璧勪骇闃剁骇瑙勬ā", "characteristics": "璧勪骇闃剁骇鐗瑰緛", "subdivisions": "璧勪骇闃剁骇缁嗗垎" }, "proletariat": { "size": "鏃犱骇闃剁骇瑙勬ā", "characteristics": "鏃犱骇闃剁骇鐗瑰緛", "subdivisions": "鏃犱骇闃剁骇缁嗗垎" }, "petit_bourgeoisie": { "size": "灏忚祫浜ч樁绾ц妯?, "characteristics": "灏忚祫浜ч樁绾х壒寰?, "subdivisions": "灏忚祫浜ч樁绾х粏鍒? } }, "class_relations": { "relations_matrix": "闃剁骇鍏崇郴鐭╅樀", "primary_contradictions": "涓昏闃剁骇鐭涚浘", "alliance_potential": "闃剁骇鑱旂洘娼滃姏" }, "class_consciousness": { "awareness_level": "闃剁骇鎰忚瘑姘村钩", "organizational_capacity": "缁勭粐鑳藉姏", "revolutionary_potential": "闈╁懡娼滃姏" }, "class_dynamics": { "movement_trends": "闃剁骇娴佸姩瓒嬪娍", "structural_changes": "缁撴瀯鍙樺寲", "future_predictions": "鏈潵棰勬祴" } }, "quality_metrics": { "theoretical_accuracy": 0.88, "analysis_depth": 0.82, "marxist_alignment": 0.91, "practical_guidance": 0.85 }, "intervention_recommendations": { "immediate_actions": "鍗虫椂琛屽姩寤鸿", "medium_strategies": "涓湡绛栫暐瑙勫垝", "long_term_vision": "闀挎湡鎰挎櫙鐩爣" } } ``` ## 鎸佺画鏀硅繘 ### 鍙嶉鏈哄埗 - **鐢ㄦ埛鍙嶉鏀堕泦**锛氭敹闆嗙敤鎴峰闃剁骇鍒嗘瀽缁撴灉鐨勫弽棣?- **涓撳璇勮**锛氶個璇烽┈鍏嬫€濅富涔変笓瀹惰瘎璁樁绾х悊璁哄簲鐢?- **瀹炶返楠岃瘉**锛氳窡韪樁绾у垎鏋愮粨鏋滅殑瀹炶返楠岃瘉 - **鐞嗚鍙戝睍**锛氭牴鎹┈鍏嬫€濅富涔夌悊璁哄彂灞曟洿鏂板垎鏋愭鏋? ### 鏇存柊绛栫暐 - **鐞嗚娣卞寲**锛氭繁鍖栧椹厠鎬濋樁绾х悊璁虹殑鐞嗚В鍜屽簲鐢?- **鏂规硶鍒涙柊**锛氬紩鍏ユ柊鐨勯樁绾ц瘑鍒拰鍒嗘瀽鏂规硶 - **妗堜緥鎵╁厖**锛氫笉鏂墿鍏呴樁绾у垎鏋愭渚嬪簱 - **绮惧害鎻愬崌**锛氭彁楂橀樁绾ц瘑鍒拰鍒嗘瀽鐨勭簿搴? --- **姝ら樁绾х粨鏋勫垎鏋愭妧鑳戒负鏁板瓧椹厠鎬濇櫤鑳戒綋鐨勪笓闂ㄦ妧鑳斤紝鎻愪緵绉戝銆佸噯纭殑椹厠鎬濅富涔夐樁绾у垎鏋愭柟娉曪紝纭繚鍦ㄦ暟瀛楁椂浠e闃剁骇鐜拌薄鐨勬繁鍒荤悊瑙e拰鏈夋晥鍒嗘瀽銆?*