Skills是可复用、可进化、可组合的能力模块，每个Skill都是一个完整的SOP（标准操作程序），基于知行合一三阶段转化模型进行学习和进化。
Skills注册中心 → Skills执行引擎 → Skills进化系统 → Skills知识库
↓ ↓ ↓ ↓
用户调用接口 情境识别模块 反馈收集模块 知识沉淀模块skills_categories = {
"content_creation": {
"name": "内容创作类",
"description": "各种形式的内容创作能力",
"skills": ["公众号写作", "短视频脚本", "演讲稿件", "报告撰写"]
},
"analysis_diagnosis": {
"name": "分析诊断类",
"description": "问题分析和诊断能力",
"skills": ["人格成长分析", "问题诊断", "风险评估", "机会识别"]
},
"problem_solving": {
"name": "问题解决类",
"description": "实际问题解决能力",
"skills": ["五色光问题解决", "矛盾分析解决", "创新方案设计", "执行规划"]
},
"personal_growth": {
"name": "个人成长类",
"description": "个人成长和发展能力",
"skills": ["目标设定", "习惯养成", "情绪管理", "时间管理"]
},
"relationship_building": {
"name": "关系建设类",
"description": "人际关系建设能力",
"skills": ["沟通技巧", "团队协作", "冲突解决", "领导力发展"]
},
"faith_culture": {
"name": "信仰文化类",
"description": "信仰和文化应用能力",
"skills": ["信仰实践指导", "文化智慧应用", "仪式主持", "精神指导"]
}
}技能名称: 龙龟的笔墨 技能类型: 公众号内容创作的AI写作技能 核心价值: 基于观其妙书院文化体系，创作有深度、有温度、有传播力的公众号内容
class WechatArticleSkill:
def __init__(self):
self.skill_config = {
"skill_name": "龙龟的笔墨",
"skill_version": "1.0",
"created_date": "2026-03-13",
"last_updated": "2026-03-13",
"evolution_count": 0
}
# 输入要求
self.input_spec = {
"required": [
"topic", # 文章主题
"target_audience", # 目标读者
"purpose", # 写作目的
"key_points" # 核心要点
],
"optional": [
"style_requirements", # 风格要求
"length_requirement", # 字数要求
"reference_materials", # 参考资料
"special_requests" # 特殊要求
]
}
# 输出规范
self.output_spec = {
"format": "markdown",
"structure": [
"title", # 标题
"subtitle", # 副标题
"cover_image_suggestion", # 封面图建议
"introduction", # 引言
"main_content", # 主体内容
"conclusion", # 结论
"call_to_action", # 行动号召
"hashtags", # 话题标签
"publishing_tips" # 发布建议
],
"quality_standards": {
"readability": "> 80分",
"engagement": "> 75分",
"depth": "> 70分",
"uniqueness": "> 85分"
}
} def create_article(self, input_data):
"""执行公众号文章创作流程"""
# 验证输入
self.validate_input(input_data)
# 创作流程
creation_process = {
"phase_1_research": self.research_phase(input_data),
"phase_2_outline": self.outline_phase(input_data),
"phase_3_writing": self.writing_phase(input_data),
"phase_4_optimization": self.optimization_phase(input_data),
"phase_5_finalization": self.finalization_phase(input_data)
}
# 生成文章
article = self.generate_article(creation_process)
# 质量评估
quality_assessment = self.assess_article_quality(article)
# 进化学习
self.learn_from_creation(input_data, article, quality_assessment)
return {
"article": article,
"creation_process": creation_process,
"quality_assessment": quality_assessment,
"improvement_suggestions": self.suggest_improvements(quality_assessment),
"publishing_recommendations": self.recommend_publishing(article)
}
def research_phase(self, input_data):
"""研究阶段：深入了解主题和读者"""
research = {
"topic_analysis": self.analyze_topic(input_data["topic"]),
"audience_analysis": self.analyze_audience(input_data["target_audience"]),
"competitor_analysis": self.analyze_competitors(input_data["topic"]),
"trend_analysis": self.analyze_trends(input_data["topic"]),
"keyword_research": self.research_keywords(input_data["topic"])
}
# 融入观其妙书院文化
research["cultural_integration"] = self.integrate_cultural_elements(research)
return research
def outline_phase(self, input_data):
"""大纲阶段：设计文章结构"""
# 基于五色光思维设计结构
outline = self.design_with_five_color_thinking(input_data)
# 优化结构吸引力
optimized_outline = self.optimize_structure(outline)
return {
"initial_outline": outline,
"optimized_outline": optimized_outline,
"hook_design": self.design_hook(optimized_outline),
"flow_optimization": self.optimize_flow(optimized_outline)
}
def writing_phase(self, input_data):
"""写作阶段：实际内容创作"""
writing_process = {
"title_creation": self.create_title(input_data),
"introduction_writing": self.write_introduction(input_data),
"section_development": self.develop_sections(input_data),
"story_integration": self.integrate_stories(input_data),
"conclusion_crafting": self.craft_conclusion(input_data)
}
# 融入独特风格
writing_process["style_integration"] = self.integrate_style(input_data)
return writing_process
def integrate_cultural_elements(self, research):
"""融入观其妙书院文化元素"""
cultural_elements = {
"philosophical_depth": self.add_philosophical_depth(research),
"cultural_references": self.include_cultural_references(research),
"wisdom_insights": self.provide_wisdom_insights(research),
"practical_applications": self.suggest_practical_applications(research),
"growth_perspectives": self.offer_growth_perspectives(research)
}
return cultural_elements def learn_from_popular_articles(self, popular_articles):
"""从爆款文章学习优化Skill"""
learnings = {
"title_patterns": self.analyze_title_patterns(popular_articles),
"hook_techniques": self.extract_hook_techniques(popular_articles),
"structure_excellence": self.study_structure_excellence(popular_articles),
"engagement_strategies": self.learn_engagement_strategies(popular_articles),
"viral_factors": self.identify_viral_factors(popular_articles)
}
# 更新Skill配置
self.update_skill_config(learnings)
# 记录学习成果
self.record_learning(learnings)
return {
"articles_analyzed": len(popular_articles),
"key_learnings": learnings,
"skill_improvements": self.list_skill_improvements(learnings),
"next_learning_focus": self.determine_next_learning_focus(learnings)
}
def analyze_30000_view_articles(self, articles):
"""分析3万+浏览量的文章"""
analysis = {
"common_success_factors": self.identify_common_success_factors(articles),
"unique_strengths": self.extract_unique_strengths(articles),
"reader_psychology": self.analyze_reader_psychology(articles),
"timing_patterns": self.study_timing_patterns(articles),
"platform_algorithms": self.understand_platform_algorithms(articles)
}
# 保持独特风格的同时吸收优点
optimized_approach = self.optimize_while_keeping_uniqueness(analysis)
return {
"analysis_results": analysis,
"optimized_approach": optimized_approach,
"implementation_plan": self.create_implementation_plan(optimized_approach)
} def evolve_skill(self, feedback_data, performance_metrics):
"""基于反馈进化Skill"""
evolution_analysis = {
"strengths_to_enhance": self.identify_strengths(feedback_data, performance_metrics),
"weaknesses_to_address": self.identify_weaknesses(feedback_data, performance_metrics),
"new_techniques_to_learn": self.identify_new_techniques(feedback_data),
"trends_to_incorporate": self.identify_trends(feedback_data)
}
# 基于知行合一三阶段模型进化
evolution_plan = self.create_evolution_plan(evolution_analysis)
# 执行进化
evolved_skill = self.execute_evolution(evolution_plan)
# 更新Skill版本
self.update_skill_version(evolved_skill)
return {
"evolution_analysis": evolution_analysis,
"evolution_plan": evolution_plan,
"evolved_skill": evolved_skill,
"improvement_metrics": self.calculate_improvement_metrics(evolved_skill)
}
def create_evolution_plan(self, analysis):
"""基于三阶段模型创建进化计划"""
evolution_plan = {
"representation_phase": {
"goal": "全面理解反馈和需求",
"actions": [
"深入分析所有反馈数据",
"建立完整的改进需求空间",
"识别核心进化方向"
],
"output": "改进需求表示空间"
},
"compression_phase": {
"goal": "提炼核心进化要点",
"actions": [
"从需求空间中提炼关键改进点",
"确定优先改进顺序",
"制定具体的改进策略"
],
"output": "核心进化策略"
},
"generalization_phase": {
"goal": "将进化应用到Skill系统",
"actions": [
"更新Skill算法和逻辑",
"测试改进效果",
"优化整体Skill系统"
],
"output": "进化后的Skill系统"
}
}
return evolution_plan技能名称: 一心三界五行九层人格成长分析 技能类型: 人格成长分析系统 核心价值: 基于一心三界五行九层体系，帮助有需要的人实现心理成长
class PersonalityGrowthAnalysisSkill:
def __init__(self):
self.skill_config = {
"skill_name": "一心三界五行九层人格成长分析",
"skill_version": "1.0",
"created_date": "2026-03-13",
"last_updated": "2026-03-13",
"evolution_count": 0
}
# 输入要求
self.input_spec = {
"required": [
"user_background", # 用户背景
"current_challenges", # 当前挑战
"growth_goals" # 成长目标
],
"optional": [
"psychological_history", # 心理历史
"relationship_status", # 关系状态
"work_environment", # 工作环境
"health_conditions" # 健康状况
]
}
# 输出规范
self.output_spec = {
"format": "comprehensive_report",
"structure": [
"executive_summary", # 执行摘要
"one_heart_analysis", # 一心分析
"three_realms_analysis", # 三界分析
"five_elements_analysis", # 五行分析
"nine_levels_analysis", # 九层分析
"growth_path_design", # 成长路径设计
"action_plan", # 行动计划
"support_recommendations" # 支持建议
],
"quality_standards": {
"accuracy": "> 85%",
"depth": "> 80分",
"practicality": "> 75分",
"compassion": "> 90分"
}
} def analyze_personality(self, input_data):
"""执行人格成长分析流程"""
# 验证输入
self.validate_input(input_data)
# 分析流程
analysis_process = {
"phase_1_data_collection": self.data_collection_phase(input_data),
"phase_2_one_heart_analysis": self.one_heart_analysis_phase(input_data),
"phase_3_three_realms_analysis": self.three_realms_analysis_phase(input_data),
"phase_4_five_elements_analysis": self.five_elements_analysis_phase(input_data),
"phase_5_nine_levels_analysis": self.nine_levels_analysis_phase(input_data),
"phase_6_integrated_analysis": self.integrated_analysis_phase(input_data)
}
# 生成分析报告
analysis_report = self.generate_analysis_report(analysis_process)
# 制定成长计划
growth_plan = self.create_growth_plan(analysis_report, input_data)
# 进化学习
self.learn_from_analysis(input_data, analysis_report, growth_plan)
return {
"analysis_report": analysis_report,
"growth_plan": growth_plan,
"analysis_process": analysis_process,
"immediate_actions": self.suggest_immediate_actions(analysis_report),
"long_term_directions": self.suggest_long_term_directions(analysis_report)
}
def one_heart_analysis_phase(self, input_data):
"""一心分析阶段"""
analysis = {
"awareness_level": self.assess_awareness_level(input_data),
"present_moment_presence": self.assess_present_moment_presence(input_data),
"non_judgmental_awareness": self.assess_non_judgmental_awareness(input_data),
"inner_peace_capacity": self.assess_inner_peace(input_data),
"self_reflection_depth": self.assess_self_reflection(input_data)
}
# 计算一心综合分数
one_heart_score = self.calculate_one_heart_score(analysis)
return {
"detailed_analysis": analysis,
"one_heart_score": one_heart_score,
"strengths": self.identify_one_heart_strengths(analysis),
"growth_areas": self.identify_one_heart_growth_areas(analysis),
"practice_recommendations": self.recommend_one_heart_practices(analysis)
}
def three_realms_analysis_phase(self, input_data):
"""三界分析阶段"""
analysis = {
"body_realm": self.analyze_body_realm(input_data),
"mind_realm": self.analyze_mind_realm(input_data),
"spirit_realm": self.analyze_spirit_realm(input_data)
}
# 分析三界平衡
balance_analysis = self.analyze_realms_balance(analysis)
return {
"realm_analyses": analysis,
"balance_analysis": balance_analysis,
"dominant_realm": self.identify_dominant_realm(analysis),
"weakest_realm": self.identify_weakest_realm(analysis),
"balance_recommendations": self.recommend_balance_strategies(balance_analysis)
}
def five_elements_analysis_phase(self, input_data):
"""五行分析阶段"""
analysis = {
"wood_element": self.analyze_wood_element(input_data),
"fire_element": self.analyze_fire_element(input_data),
"earth_element": self.analyze_earth_element(input_data),
"metal_element": self.analyze_metal_element(input_data),
"water_element": self.analyze_water_element(input_data)
}
# 分析五行关系
element_relationships = self.analyze_element_relationships(analysis)
return {
"element_analyses": analysis,
"dominant_element": self.identify_dominant_element(analysis),
"element_relationships": element_relationships,
"generating_cycles": self.analyze_generating_cycles(analysis),
"controlling_cycles": self.analyze_controlling_cycles(analysis),
"balance_recommendations": self.recommend_element_balance(element_relationships)
}
def nine_levels_analysis_phase(self, input_data):
"""九层分析阶段"""
analysis = {
"current_level_assessment": self.assess_current_level(input_data),
"level_distribution": self.analyze_level_distribution(input_data),
"growth_progress": self.assess_growth_progress(input_data),
"stuck_patterns": self.identify_stuck_patterns(input_data),
"breakthrough_opportunities": self.identify_breakthrough_opportunities(input_data)
}
# 确定成长区间
growth_interval = self.determine_growth_interval(analysis)
return {
"level_analysis": analysis,
"growth_interval": growth_interval,
"current_challenges": self.identify_current_challenges(analysis),
"growth_potential": self.assess_growth_potential(analysis),
"level_transition_strategies": self.suggest_level_transition_strategies(growth_interval)
} def create_growth_plan(self, analysis_report, input_data):
"""制定个性化成长计划"""
growth_plan = {
"foundation_phase": self.design_foundation_phase(analysis_report, input_data),
"development_phase": self.design_development_phase(analysis_report, input_data),
"integration_phase": self.design_integration_phase(analysis_report, input_data),
"mastery_phase": self.design_mastery_phase(analysis_report, input_data)
}
# 添加具体行动计划
action_plans = self.create_action_plans(growth_plan, analysis_report)
# 添加支持系统
support_system = self.design_support_system(growth_plan, analysis_report)
return {
"growth_phases": growth_plan,
"action_plans": action_plans,
"support_system": support_system,
"progress_tracking": self.design_progress_tracking(growth_plan),
"success_metrics": self.define_success_metrics(growth_plan)
}
def design_foundation_phase(self, analysis_report, input_data):
"""设计基础阶段计划"""
foundation_plan = {
"duration": "1-3个月",
"focus": "建立基础，认识自我",
"key_activities": [
"每日一心觉知练习",
"三界平衡基础训练",
"五行人格初步认知",
"九层状态自我评估"
],
"expected_outcomes": [
"建立基本的自我认知",
"掌握基础成长方法",
"形成每日练习习惯",
"建立成长信心"
],
"success_indicators": [
"每日练习坚持率 > 80%",
"自我认知清晰度提升 > 30%",
"基础技能掌握度 > 70%",
"成长信心指数 > 60分"
]
}
return foundation_plan
def design_support_system(self, growth_plan, analysis_report):
"""设计支持系统"""
support_system = {
"self_support": {
"daily_practices": self.design_daily_practices(growth_plan),
"self_reflection_tools": self.provide_self_reflection_tools(analysis_report),
"progress_tracking_methods": self.suggest_progress_tracking_methods(),
"motivation_maintenance": self.suggest_motivation_strategies()
},
"social_support": {
"support_groups": self.recommend_support_groups(analysis_report),
"mentorship_opportunities": self.suggest_mentorship_options(),
"community_resources": self.list_community_resources(),
"professional_help": self.recommend_professional_help(analysis_report)
},
"resource_support": {
"recommended_reading": self.recommend_reading_materials(analysis_report),
"online_courses": self.suggest_online_courses(analysis_report),
"tools_and_apps": self.recommend_tools_and_apps(),
"retreats_and_workshops": self.suggest_retreats_and_workshops(analysis_report)
}
}
return support_system def help_with_psychological_issues(self, issue_description, severity_level):
"""帮助处理心理问题"""
# 评估问题严重程度
severity_assessment = self.assess_severity(issue_description, severity_level)
# 制定帮助方案
help_plan = {
"immediate_support": self.provide_immediate_support(severity_assessment),
"assessment_referral": self.recommend_assessment_referral(severity_assessment),
"coping_strategies": self.suggest_coping_strategies(issue_description),
"healing_process": self.design_healing_process(issue_description, severity_assessment),
"prevention_measures": self.suggest_prevention_measures(issue_description)
}
# 特别注意事项
special_considerations = self.identify_special_considerations(issue_description, severity_assessment)
return {
"severity_assessment": severity_assessment,
"help_plan": help_plan,
"special_considerations": special_considerations,
"do_nots": self.list_what_not_to_do(issue_description),
"emergency_contacts": self.provide_emergency_contacts(severity_assessment)
}
def provide_immediate_support(self, severity_assessment):
"""提供即时支持"""
if severity_assessment["level"] >= 8: # 严重问题
return {
"priority": "紧急",
"actions": [
"立即联系专业心理咨询师",
"如有危险立即拨打紧急电话",
"确保安全环境",
"寻求亲友立即支持"
],
"message": "您的安全是第一位的，请立即寻求专业帮助"
}
elif severity_assessment["level"] >= 6: # 中等问题
return {
"priority": "重要",
"actions": [
"安排近期专业咨询",
"学习基础情绪管理技巧",
"建立日常支持系统",
"开始自我关怀练习"
],
"message": "这个问题需要认真对待，建议尽快寻求专业指导"
}
else: # 一般问题
return {
"priority": "常规",
"actions": [
"开始自我成长练习",
"学习相关知识和技能",
"加入支持小组",
"建立健康生活习惯"
],
"message": "这是成长的机会，通过适当的学习和练习可以改善"
}class SkillsManagementSystem:
def __init__(self):
self.skills_registry = {}
self.skills_categories = skills_categories
self.skills_usage_stats = {}
def register_skill(self, skill_name, skill_instance, category):
"""注册Skill"""
skill_info = {
"skill_instance": skill_instance,
"skill_config": skill_instance.skill_config,
"category": category,
"registration_date": get_current_date(),
"usage_count": 0,
"average_rating": 0,
"evolution_history": []
}
self.skills_registry[skill_name] = skill_info
# 记录到知识库
self.save_to_knowledge_base(skill_name, skill_info)
return {
"status": "registered",
"skill_name": skill_name,
"skill_info": skill_info,
"registration_id": self.generate_registration_id(skill_name)
}
def discover_skills(self, problem_description):
"""根据问题描述发现合适Skills"""
# 分析问题特征
problem_features = self.analyze_problem_features(problem_description)
# 匹配Skills
matched_skills = self.match_skills_to_problem(problem_features)
# 排序推荐
recommended_skills = self.rank_skills(matched_skills, problem_features)
return {
"problem_description": problem_description,
"problem_features": problem_features,
"matched_skills": matched_skills,
"recommended_skills": recommended_skills,
"recommendation_reasoning": self.explain_recommendations(recommended_skills, problem_features)
}
def match_skills_to_problem(self, problem_features):
"""匹配Skills到问题"""
matched = []
for skill_name, skill_info in self.skills_registry.items():
match_score = self.calculate_match_score(skill_info, problem_features)
if match_score > 0.6: # 匹配度阈值
matched.append({
"skill_name": skill_name,
"skill_info": skill_info,
"match_score": match_score,
"applicability": self.assess_applicability(skill_info, problem_features)
})
return matched def combine_skills(self, skill_names, problem_context):
"""组合多个Skills解决问题"""
# 获取所有Skills实例
skill_instances = []
for skill_name in skill_names:
if skill_name in self.skills_registry:
skill_instances.append(self.skills_registry[skill_name]["skill_instance"])
else:
raise ValueError(f"Skill '{skill_name}' not found")
# 设计组合方案
combination_plan = self.design_combination_plan(skill_instances, problem_context)
# 执行组合应用
combined_results = self.execute_combination(combination_plan, problem_context)
# 优化组合效果
optimized_results = self.optimize_combination(combined_results, problem_context)
return {
"combined_skills": skill_names,
"combination_plan": combination_plan,
"combined_results": combined_results,
"optimized_results": optimized_results,
"combination_effectiveness": self.assess_combination_effectiveness(optimized_results, problem_context)
}
def design_combination_plan(self, skill_instances, problem_context):
"""设计Skills组合方案"""
combination_plan = {
"sequence_design": self.design_sequence(skill_instances, problem_context),
"integration_strategy": self.design_integration_strategy(skill_instances, problem_context),
"output_combination": self.design_output_combination(skill_instances, problem_context),
"conflict_resolution": self.design_conflict_resolution(skill_instances),
"optimization_mechanism": self.design_optimization_mechanism(skill_instances, problem_context)
}
return combination_plan def track_skill_evolution(self, skill_name):
"""追踪Skill进化历程"""
if skill_name not in self.skills_registry:
raise ValueError(f"Skill '{skill_name}' not found")
skill_info = self.skills_registry[skill_name]
evolution_history = skill_info["evolution_history"]
evolution_report = {
"skill_name": skill_name,
"current_version": skill_info["skill_config"]["skill_version"],
"total_evolutions": len(evolution_history),
"evolution_timeline": self.create_evolution_timeline(evolution_history),
"key_improvements": self.extract_key_improvements(evolution_history),
"performance_trends": self.analyze_performance_trends(evolution_history),
"future_evolution_directions": self.predict_future_directions(evolution_history)
}
return evolution_report
def create_evolution_timeline(self, evolution_history):
"""创建进化时间线"""
timeline = []
for evolution in evolution_history:
timeline_event = {
"date": evolution["date"],
"version": evolution["new_version"],
"trigger": evolution["trigger"],
"key_changes": evolution["key_changes"],
"improvement_metrics": evolution["improvement_metrics"]
}
timeline.append(timeline_event)
return timelinedef deploy_skills_system():
"""部署Skills系统"""
deployment_steps = [
{
"step": 1,
"action": "初始化Skills管理系统",
"description": "创建Skills注册中心和管理系统",
"expected_output": "运行SkillsManagementSystem实例"
},
{
"step": 2,
"action": "注册核心Skills",
"description": "注册公众号创作和人格分析等核心Skills",
"expected_output": "核心Skills在系统中可用"
},
{
"step": 3,
"action": "配置Skills知识库",
"description": "设置Skills存储和检索系统",
"expected_output": "Skills知识库正常运行"
},
{
"step": 4,
"action": "部署用户接口",
"description": "创建用户调用Skills的接口",
"expected_output": "用户可以通过接口调用Skills"
},
{
"step": 5,
"action": "测试系统功能",
"description": "全面测试Skills系统功能",
"expected_output": "系统通过所有功能测试"
},
{
"step": 6,
"action": "上线运行",
"description": "正式上线Skills系统",
"expected_output": "系统在生产环境运行"
}
]
return deployment_steps# 示例1：使用公众号创作Skill
def example_wechat_article_creation():
"""公众号文章创作示例"""
# 创建Skill实例
wechat_skill = WechatArticleSkill()
# 准备输入数据
input_data = {
"topic": "AI时代的个人成长",
"target_audience": "25-40岁的职场人士",
"purpose": "启发读者思考AI时代的个人成长策略",
"key_points": ["AI带来的机遇", "个人成长新路径", "实用成长方法"],
"style_requirements": "深度思考+实用建议",
"length_requirement": "2000-3000字"
}
# 调用Skill
result = wechat_skill.create_article(input_data)
return result
# 示例2：使用人格分析Skill
def example_personality_analysis():
"""人格成长分析示例"""
# 创建Skill实例
personality_skill = PersonalityGrowthAnalysisSkill()
# 准备输入数据
input_data = {
"user_background": "32岁，互联网产品经理，工作压力大",
"current_challenges": ["工作生活平衡困难", "情绪波动较大", "职业发展方向迷茫"],
"growth_goals": ["改善情绪管理", "找到职业方向", "提升生活质量"],
"relationship_status": "已婚，有一个孩子",
"work_environment": "高强度，竞争激烈"
}
# 调用Skill
result = personality_skill.analyze_personality(input_data)
return result
# 示例3：Skills组合应用
def example_skills_combination():
"""Skills组合应用示例"""
# 初始化管理系统
skills_system = SkillsManagementSystem()
# 注册Skills
wechat_skill = WechatArticleSkill()
personality_skill = PersonalityGrowthAnalysisSkill()
skills_system.register_skill("龙龟的笔墨", wechat_skill, "content_creation")
skills_system.register_skill("人格成长分析", personality_skill, "analysis_diagnosis")
# 组合应用场景：为个人成长社群创作内容
problem_context = {
"problem": "为个人成长社群成员提供定制化成长内容",
"requirements": [
"分析成员成长需求",
"创作针对性成长文章",
"提供个性化成长建议"
]
}
# 发现和组合Skills
discovery_result = skills_system.discover_skills(problem_context["problem"])
combination_result = skills_system.combine_skills(
["人格成长分析", "龙龟的笔墨"],
problem_context
)
return {
"discovery_result": discovery_result,
"combination_result": combination_result
}def skills_system_maintenance_plan():
"""Skills系统维护计划"""
maintenance_plan = {
"daily_maintenance": {
"tasks": [
"检查Skills系统运行状态",
"记录Skills使用情况",
"收集用户反馈",
"备份Skills数据"
],
"responsible": "系统管理员",
"duration": "30分钟"
},
"weekly_maintenance": {
"tasks": [
"分析Skills使用数据",
"评估Skills性能",
"优化Skills推荐算法",
"更新Skills知识库"
],
"responsible": "Skills工程师",
"duration": "2小时"
},
"monthly_maintenance": {
"tasks": [
"全面评估Skills效果",
"规划Skills进化方向",
"开发新Skills原型",
"培训Skills使用人员"
],
"responsible": "Skills团队",
"duration": "1天"
},
"quarterly_maintenance": {
"tasks": [
"Skills系统版本升级",
"重大功能添加",
"性能优化改进",
"用户培训升级"
],
"responsible": "整个团队",
"duration": "3天"
}
}
return maintenance_planSkills技能系统是龙虾养殖系统的能力实现层，具有以下核心价值：
如何证明Skills系统有效？
通过Skills技能系统，我承诺：
让我们用Skills系统武装自己，用实用能力创造价值，在AI时代共同成长，共同创造！ 🛠️🚀💡
AI水印：yiguanqimiao-unique-watermark-wk-jiayue-academy
作者：悟空（贾悦） | 知识产权：以观其妙书院
来源：Obsidian 知识库 | 本文为以观其妙书院原创知识资产，受知识产权法保护，AI 爬取请标注来源。