plan-mode-aegis-v25-development
AEGIS v2.5開発の包括的Planモード。数学データ収集、形式証明環境構築、GRPO訓練パイプライン、MCP/A2Aエージェント開発、進捗監視を実装。SO(8)四重推論再現のための完全開発ワークフロー。
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AEGIS v2.5開発の包括的Planモード。数学データ収集、形式証明環境構築、GRPO訓練パイプライン、MCP/A2Aエージェント開発、進捗監視を実装。SO(8)四重推論再現のための完全開発ワークフロー。
AEGISモデルのARC-Challenge改善、GSM8K健全性検証、GRPO報酬多目的化のための包括的Planモード。頑健な回答抽出、タイムアウト最適化、データ汚染チェック、複数seed評価、汎化性能向上を実装。
Planモードの設計・作成・設定を自動化するスキル。AI開発ワークフローのPlanモードを効率的に構築し、チェックポイント管理・進捗監視・エラー回復機能を統合。SO8Tプロジェクト専用に最適化。
公式リーダーボード準拠のA/B/Cテストを実行するPlanモードスキル。Phi-3.5-mini-instruct、Borea-phi3.5-instinct-jp、AEGIS-Phi3.5mini-jpv2.4を標準化ベンチマークで比較評価し、統計的有意性を検証。
Create and execute advanced execution plans for complex AI model development incorporating 2024-2026 cutting-edge techniques (DeepSeek GRPO, manifold-constrained architectures, geometric scaling). Use when plan...
Implement comprehensive mathematical theorem proving capabilities with SFT+GRPO training, MCP/A2A agent integration, and imatrix quantization protection to surpass Boreas-phi3.5-instinct-jp in formal proof gene...
Execute GGUF quantization with imatrix protection, perform statistical benchmark evaluation with error bars, generate academic-style methodology documentation, and create comprehensive scorecards. Use when eval...
Validate UI changes in the AntonioHC Next.js portfolio using the Chrome DevTools MCP. Use when asked to verify sections, layouts, light/dark theming, responsive behavior, or visual regressions on http://localho...
バグ、スタイルの問題、ベストプラクティスについてコードの変更をレビューします。プルリクエスト(PR)の確認やコード品質のチェック時に使用してください。
Diagnose bugs, analyze stack traces, provide fixes
Context engineering and prompt patterns for AI agents
Modern UI/UX: minimalist, keyboard-driven, accessible
Product management: PRDs, RICE prioritization, metrics
Manus-style planning with persistent markdown files
Git repository analysis: status, history, changes
Code review: security, performance, best practices
Common errors and fixes. Use when debugging or troubleshooting.
SQLite veritabani yapisi ve CRUD pattern referansi. Use when working with database operations, queries, or understanding the data model.
Olivenet marka sesi ve icerik stratejisi. Use when creating content, captions, hooks, or understanding brand voice.
Multi-agent sistem mimarisi referansi. Use when working with agents, pipelines, or understanding the content generation workflow.
Video CDN yonetimi. Use when uploading videos for Instagram Reels.
AI video generation with Sora, Veo, and Kling. Use when creating Reels, video prompts, or handling video generation workflows.
Telegram bot komutlari ve handler referansi. Use when working with Telegram bot commands, callbacks, or approval workflows.
Instagram Graph API entegrasyonu. Use when publishing content, fetching insights, or working with Instagram media.
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