A Claude Skill that deploys a 22-agent war room to dominate any competition. Fully compliant with Anthropic's Complete Guide to Building Skills for Claude. 21/21 compliance checks passed.
Note: This README is for GitHub visitors. The skill folder itself does NOT contain a README — per Anthropic's official skill guide.
- Create a zip with skill contents only (see INSTALL.md for details)
- Settings > Capabilities > Skills > Upload
- Test: "I'm entering a Kaggle competition — help me win"
git clone https://github.com/ankitjha67/competitive-dominator.git
cp -r competitive-dominator ~/.claude/skills/user/competitive-dominator| Component | Count | Details |
|---|---|---|
| Agents | 22 | War Room Commander, CPM, Architect, Developer, Tester, Code Auditor, Competition PRD, Domain Scientist, Dataset Analyst, Data Scientist, ML Engineer, Advanced Analytics, Ensemble Strategist/Grandmaster, Post-Processor, Leaderboard Hacker, External Data Scout, Novel Generator, Submission Strategist, Presentation Engine, Code Reviewer, + 6 conditional |
| Frameworks | 7 | Advanced Techniques (50+ methods), Memory Persistence, Tactical Playbooks, Score Gap Playbook, Unfair Advantages, Time Management, Team Protocol |
| References | 11 | Challenge Taxonomy, ML Playbook, Web Playbook, Submission Checklist, Algorithm Templates, Platform & Language Guide, Quick-Start Baselines, Hyperparameter Guide, CV Strategies, Common Pitfalls, Feature Engineering Cookbook |
| Scripts | 7 | Challenge state, stress test, memory checkpoint, experiment tracker, memory engine, submission validator, auto EDA |
| Assets | 4 | Competition PRD template, checkpoint template, post-mortem template, quickstart cheatsheet |
| Total Lines | 12,200+ |
- 22 agents thinking from every possible lens simultaneously
- War Room Commander routes agents with ACTIVATE/DEFER/PASS reasoning
- Feature Engineering Cookbook — the #1 score improvement technique cataloged
- CV Strategy Reference prevents the #2 cause of Kaggle failure
- Algorithm Template Library with 25+ ready-to-paste CP patterns
- Quick-Start Baselines get you on the leaderboard in 10 minutes
- Common Pitfalls reference catches 16 competition-killing bugs
- Code Auditor auto-fixes bugs, verifies complexity and runtime
- Submission Strategist manages daily submission limits
- Leaderboard Hacker reverse-engineers score gaps
- Team Protocol for hackathon/ICPC team coordination
- Time Management hour-by-hour plans for every competition type
- Quickstart Cheatsheet — exactly what to say to Claude for each competition type
- Zero information loss — 3 persistence scripts survive context compaction
- 50+ advanced techniques cataloged by domain
- 40+ free data sources for legal augmentation
| Check | Status |
|---|---|
| SKILL.md exact naming | PASS |
| Kebab-case folder name | PASS |
| No README.md in skill folder | PASS |
| YAML frontmatter with --- delimiters | PASS |
| name: kebab-case, matches repo | PASS |
| description: what + when + triggers | PASS |
| Negative triggers | PASS |
| Description under 1024 chars (790) | PASS |
| No XML tags in frontmatter | PASS |
| No reserved words in name | PASS |
| SKILL.md under 5000 words | PASS |
| license field | PASS |
| metadata field | PASS |
| compatibility field | PASS |
| Examples section (3 examples) | PASS |
| Troubleshooting section (6 issues) | PASS |
| Performance Notes | PASS |
| Progressive disclosure | PASS |
| All internal references valid | PASS |
| Required directories | PASS |
| Scripts executable, zero deps (7/7) | PASS |
MIT