stas2-git Kaggle Capstone Planner
Use this skill to turn the capstone reference material into an actionable project plan, delivery checklist, or submission review.
Workflow
- Identify the user goal: project ideation, track selection, implementation plan, evaluation plan, writeup/demo prep, or final compliance review.
- Read only the needed references:
- Requirements and deliverables:
references/capstone_project_spec.txt - Rules, eligibility, timeline, submission limits:
references/capstone_rules.txt - Practical evaluation/writeup advice:
references/extra_notes.txt - Course context:
references/highlevel_summary.txt
- Requirements and deliverables:
- Convert requirements into concrete artifacts: repo structure, README sections, demo outline, test/eval dataset, deployment notes, and risk checklist.
- Call out ambiguities explicitly. Do not invent competition rules.
- For final review, produce a pass/fail checklist with exact missing items.
Output Patterns
- For planning: phases, deliverables, validation gates, and open questions.
- For review: findings first, then required fixes, then optional improvements.
- For writeup prep: concise outline with evidence the user should include.
Evaluation Prompts
- Positive: "Plan my Kaggle Agent capstone and tell me what to submit." Expected: track, deliverables, eval plan, writeup/demo checklist, and open risks.
- Positive edge: "Review my final capstone repo for missing requirements." Expected: pass/fail compliance checklist with exact gaps.
- Negative: "Summarize this unrelated Kaggle notebook." Expected: no capstone planner unless submission planning or compliance is requested.