hackathon-track-analyzer（黑客马拉松赛道分析仪）

hackathon-track-analyzer

Goal

Parse hackathon track descriptions, sponsor briefs, and theme statements to extract structured constraints, evaluation criteria, and strategic opportunities.

Trigger Conditions

Use this skill when:

• A hackathon track description, theme, or event page is available
• Sponsor briefs or prize track details need to be parsed
• Judging criteria or a scoring rubric must be structured before ideation begins
• The team needs to understand disqualifying constraints before committing to an idea
• This is always the first skill invoked in any hackathon workflow

Inputs

Outputs

Rules

1. Extract only what is explicitly stated or strongly implied; do not fabricate constraints.
2. Prioritize mandatory constraints over optional ones.
3. Flag ambiguous language with [AMBIGUOUS] marker.
4. Map each sponsor's stated priorities to 1–3 concrete actionable requirements.
5. Identify at least one underexplored strategic opportunity per track.
6. Output recommended_skills drawn only from the hackathon-ai-devkit skill list.

Output Format

track_summary: "<string>"

required_constraints:
  - "<constraint>"

optional_constraints:
  - "<constraint>"

sponsor_priorities:
  - sponsor: "<name>"
    priorities:
      - "<priority>"

evaluation_axes:
  - axis: "<name>"
    weight: "<high|medium|low>"
    description: "<string>"

strategic_opportunities:
  - "<opportunity>"

disqualifiers:
  - "<condition>"

recommended_skills:
  - "<skill-name>"

Example

Input:

track_description: "Build solutions that use AI to improve mental health outcomes for young adults."
sponsor_briefs:
  - "OpenAI: Best use of GPT-4 API for empathetic user interactions"
judging_rubric: "Innovation (30%), Impact (30%), Technical execution (20%), Presentation (20%)"
hackathon_duration_hours: 24

Output:

track_summary: "Use AI to improve mental health outcomes for young adults."

required_constraints:
  - "Solution must demonstrably address mental health for ages 18–30"

optional_constraints:
  - "Bonus scoring for use of OpenAI GPT-4 API"

sponsor_priorities:
  - sponsor: "OpenAI"
    priorities:
      - "Empathetic, context-aware conversational responses"
      - "Responsible AI usage with safety guardrails"

evaluation_axes:
  - axis: "Innovation"
    weight: "high"
    description: "Novel approach to mental health support beyond generic chatbots"
  - axis: "Impact"
    weight: "high"
    description: "Measurable improvement in user wellbeing or access to resources"

strategic_opportunities:
  - "Underserved: peer-support facilitation rather than direct therapy replacement"

disqualifiers:
  - "Solutions that claim to diagnose or treat clinical conditions"

recommended_skills:
  - "hackathon-problem-space"
  - "hackathon-idea-generator"

Context Files

Knowledge Base

• knowledge/hackathon-judging-criteria.md
• knowledge/hackathon-winning-patterns.md
• knowledge/hackathon-tools.md
• knowledge/hackathon-common-failures.md

Playbooks

• playbooks/hackathon-workflow.md
• playbooks/24h-hackathon-playbook.md
• playbooks/36h-hackathon-playbook.md
• playbooks/48h-hackathon-playbook.md