hackathon-idea-generator

hackathon-idea-generator

目标

生成多样化的候选项目创意，解决已识别的问题空间，并满足黑客马拉松赛道的约束条件。

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触发条件

在以下情况下使用此技能：

• 可从 hackathon-problem-space 获取 problem_statement 和 solution_gaps
• 团队已准备好开展头脑风暴，需要有结构地拓展创意多样性
• 已确认 hackathon-track-analyzer 提供的赛道约束
• 已知团队人数和黑客马拉松时长（用于评估可行性，必填）
• 在问题空间映射完成后、创意评分前调用

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输入

输入	类型	必填	说明
problem_statement	string	是	“我们如何才能……”问题陈述
solution_gaps	string[]	是	来自 hackathon-problem-space 的差距
track_constraints	string[]	是	来自 hackathon-track-analyzer 的必需约束
team_size	integer	是	团队成员人数
hackathon_duration_hours	integer	是	可用总时长（小时）
tech_stack_preferences	string[]	否	偏好的语言、框架和平台
idea_count	integer	否	要生成的创意数量（默认：5）

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输出

输出	说明
ideas	候选项目创意列表
diversity_axes	创意集合的差异维度
recommended_skills	建议后续调用的技能

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规则

1. 生成恰好 idea_count 个创意（未指定时默认为 5）。
2. 确保每个创意至少解决一个 solution_gap。
3. 确保每个创意都满足所有 required_constraints。
4. 至少从 3 个维度拓展创意的差异性（例如复杂度、用户群体、技术方案）。
5. 确保每个创意都能由 team_size 人在 hackathon_duration_hours 小时内完成。
6. 至少包含一个大胆／高风险创意和一个保守／低风险创意。
7. 不得重复创意；每个创意的核心机制都必须有实质性区别。

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输出格式

ideas:
  - id: "<idea-N>"
    title: "<short title>"
    tagline: "<one sentence>"
    core_mechanism: "<what makes it work>"
    target_user: "<segment>"
    gaps_addressed:
      - "<gap>"
    risk_level: "<high|medium|low>"
    wow_factor: "<what judges will remember>"

diversity_axes:
  - axis: "<dimension>"
    range: "<low end> → <high end>"

recommended_skills:
  - "<skill-name>"

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示例

输入：

problem_statement: "How might we provide always-available emotional support for college students so that they can manage anxiety between professional appointments?"
solution_gaps:
  - "No affordable always-available context-aware emotional support"
track_constraints:
  - "Must use OpenAI GPT-4 API"
team_size: 3
hackathon_duration_hours: 24
tech_stack_preferences: ["Python", "React", "OpenAI API"]
idea_count: 3

输出：

ideas:
  - id: "idea-1"
    title: "AnchorAI"
    tagline: "A GPT-4 powered check-in companion that remembers your emotional context across sessions."
    core_mechanism: "Persistent memory layer over GPT-4 with emotion-state tracking"
    target_user: "College students"
    gaps_addressed:
      - "No affordable always-available context-aware emotional support"
    risk_level: "medium"
    wow_factor: "Live demo shows the AI recalling emotional context from 3 days ago and adapting its tone"

  - id: "idea-2"
    title: "PeerBridge"
    tagline: "AI-facilitated peer support circles that match students by shared anxiety triggers."
    core_mechanism: "GPT-4 moderates group text sessions; similarity matching via embeddings"
    target_user: "College students"
    gaps_addressed:
      - "No peer-community facilitation layer"
    risk_level: "high"
    wow_factor: "Real-time AI moderation prevents harmful conversation spirals live"

  - id: "idea-3"
    title: "CalmDraft"
    tagline: "Turns your anxious journaling into a structured CBT reflection in one click."
    core_mechanism: "GPT-4 restructures free-text journal entries using CBT thought-record format"
    target_user: "College students"
    gaps_addressed:
      - "No affordable always-available context-aware emotional support"
    risk_level: "low"
    wow_factor: "Side-by-side: raw anxious thought vs. structured reframe — instant relief visible"

diversity_axes:
  - axis: "interaction model"
    range: "1:1 async journaling → group real-time chat"
  - axis: "AI role"
    range: "passive formatter → active conversation facilitator"
  - axis: "risk level"
    range: "low (journaling) → high (group moderation)"

recommended_skills:
  - "hackathon-idea-scoring"

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上下文文件

知识库

• ../hackathon-shared-resources/knowledge/hackathon-winning-patterns.md
• ../hackathon-shared-resources/knowledge/hackathon-mvp-strategy.md
• ../hackathon-shared-resources/knowledge/hackathon-judging-criteria.md
• ../hackathon-shared-resources/knowledge/hackathon-tools.md

操作手册

• ../hackathon-shared-resources/playbooks/hackathon-workflow.md