daily-report
Free今日の daily_reports/YYYYMMDD.md を、前日のレポートと未完了TODO・直近の実験結果を引き継いで作成する。セッション開始時に使う。
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sugupoko/xxxx_kaggle_starterRepository30Updated Oct 19, 2026
FreePublished on GitHub
survey-papers
Search for papers and similar competition solutions related to the competition, and summarize in survey/papers/. Use during the research phase or when exploring new approaches.
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Run score Not tested
See how to installFiles included (1)
- SKILL.md1.6 KB
SKILL.md (original)
Review the instructions the agent will receive before you install.
Paper & Solution Research Skill
Steps
-
Determine Search Query:
- Use
$ARGUMENTSif provided - Otherwise extract related keywords from the competition name in
KAGGLE_DIRECTION.md
- Use
-
Research via WebSearch (search the following in parallel):
- Related papers on arXiv
- Top solutions from similar past competitions across platforms (Kaggle / grand-challenge.org / MICCAI Challenges / CodaBench — not limited to Kaggle)
- Related methods on Papers With Code
- Related implementations on GitHub
-
Summarize each paper/solution:
- Title, authors, URL
- Method summary (3-5 lines)
- Model/architecture used
- Dataset & evaluation metrics
- Key results
- Applicability to this competition
-
Return the full research output:
- This skill runs in
context: fork(read-only Explore agent), so do not save files inside the fork - Return the full research output, organized by category (dataset papers, method papers, benchmark papers, tools/libraries), as the final response
- The receiving main conversation appends and saves it to
survey/papers/maybe_related_research.md
- This skill runs in
-
Propose transfer ideas:
- List methods potentially applicable to this competition
- Evaluate implementation difficulty and expected impact
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More skills from this repository
daily-report
FreeCreate today's daily_reports/YYYYMMDD.md by carrying over pending TODOs and recent experiment results from yesterday's report. Use at the start of a session.
The English summary is being prepared. Showing the original description.
sugupoko/xxxx_kaggle_starterRepository30Updated Oct 19, 2026
exp-new
FreeCreate a new experiment folder by copying reference/ as a template. Auto-generates SESSION_NOTES.md and run.sh. Claude experiments use expA00, A01, ...; human experiments use exp200, 201, ... in sequential numbering.
The English summary is being prepared. Showing the original description.
sugupoko/xxxx_kaggle_starterRepository30Updated Oct 19, 2026
exp-new
Free新しい実験フォルダを reference/ から雛形コピーして作成する。SESSION_NOTES.md と run.sh も自動生成。Claude用は expA00, A01, ...、人間用は exp200, 201, ... の連番で命名する。
The English summary is being prepared. Showing the original description.
sugupoko/xxxx_kaggle_starterRepository30Updated Oct 19, 2026
onboard
Freeコンペ開始時の7項目チェックリストを対話的に埋め、survey/competition/overview.md として保存する。新しいコンペに着手するときに最初に使う。
The English summary is being prepared. Showing the original description.
sugupoko/xxxx_kaggle_starterRepository30Updated Oct 19, 2026
onboard
FreeWalks through the 7-item competition onboarding checklist interactively and saves it to survey/competition/overview.md. Use first when starting a new competition.
The English summary is being prepared. Showing the original description.
sugupoko/xxxx_kaggle_starterRepository30Updated Oct 19, 2026