GitHub
requirements
Analyze requests and generate user stories.
Skills IA Données et IA
Découvrez les skills Données et IA, comparez leurs dépôts et consultez leurs instructions.
Catégories: Données et IA
Données et IA Effacer les filtres
Explorer
GitHub
api-development
Hono + Zod OpenAPIを使用したAPIエンドポイント作成を支援。(1)新しいAPIエンドポイント追加、(2)ルート定義作成、(3)レスポンススキーマ定義、(4)エンティティスキーマ作成で使用。トリガー：「APIを作成」「エンドポイント...
GitHub
api-usecase
Hono + Drizzle ORMを使用したAPIエンドポイント作成を支援。Usecaseパターンでビジネスロジックをルートから分離。(1)新しいAPIエンドポイント追加、(2)ビジネスロジック実装、(3)エラーハンドリング定義で使用。トリガー：「...
GitHub
database-operations
Drizzle ORMを使用したデータベース操作を支援。スキーマ変更、マイグレーション、シードデータ投入、DBリセットで使用。トリガー例：「DBを更新」「スキーマ変更」「テーブル追加」「カラム追加」「シード実行」「マイグレー...
GitHub
why-verify-risk
学習目的で、あらゆる提案変更に WHY / VERIFY / RISK とロールバックを必ず付ける（コード・コマンド・AWS手順）。WHYは「選択肢→特徴→結論（最適案）」で統一する。
GitHub
update-learning-logs
Update the project learning logs (PowerShell/cmd, Git/GitHub/Copilot, AWS, TypeScript, Next.js/React, Playwright) by merging new knowledge into existing categories across one or more files.
GitHub
planning-tasks
作業開始前に、実行可能なPlanを必ず作る（非自明な作業で使用し、選択肢比較・検証・リスク・ロールバック・チェックポイント・完了条件・cleanupを含める）。
GitHub
system-engineer
Design and implement production-grade infrastructure, deployment pipelines, and cloud systems with focus on reliability, cost-efficiency, scalability, and operational excellence. Use this skill when working on...
GitHub
backend-engineering
Design and implement robust, production-grade backend systems with strong architecture, correctness, performance, and operational rigor. Use this skill when the user asks to build APIs, services, data pipelines...
GitHub
install
Development tool installation dispatcher for bazzite-ai. Installs Claude Code, pixi, chunkhound, bcvk, linters, flatpaks, and more. Use when users need to install standalone developer tools (not services with l...
GitHub
finetuning
Model fine-tuning with PyTorch and HuggingFace Trainer. Covers dataset preparation, tokenization, training loops, TrainingArguments, SFTTrainer for instruction tuning, evaluation, and checkpoint management. Inc...
GitHub
grpo
Group Relative Policy Optimization for reinforcement learning from human feedback. Covers GRPOTrainer, reward function design, policy optimization, and KL divergence constraints for stable RLHF training. Includ...
GitHub
config
Unified system configuration dispatcher for bazzite-ai. Manages services (Docker, Cockpit, SSH), desktop settings (gamemode, Steam), security (passwordless sudo), and development environment (GPU containers). U...
GitHub
quantization
Model quantization for efficient inference and training. Covers precision types (FP32, FP16, BF16, INT8, INT4), BitsAndBytes configuration, memory estimation, and performance tradeoffs.
GitHub
inference
Fast inference with Unsloth and vLLM backend. Covers model loading, fast_generate(), thinking model output parsing, and memory management for efficient inference.
GitHub
test
Runtime verification tests for bazzite-ai installation. Tests GPU detection, CUDA, PyTorch, service health, network connectivity, and pod lifecycles. Use when users need to verify their bazzite-ai installation...
GitHub
sft
Supervised Fine-Tuning with SFTTrainer and Unsloth. Covers dataset preparation, chat template formatting, training configuration, and Unsloth optimizations for 2x faster instruction tuning. Includes thinking mo...
GitHub
virtualization
GPU passthrough and virtualization for Bazzite. KVM/VFIO setup, Looking Glass (kvmfr), USB hotplug for VMs, and libvirt configuration. Use when users need GPU passthrough or advanced virtualization features.
GitHub
security
Security configuration for Bazzite. LUKS disk encryption with TPM auto-unlock, secure boot key management, and sudo password feedback. Use when users need to configure security features.
GitHub
fiftyone
FiftyOne dataset visualization and curation tool via Podman Quadlet. Multi-container architecture with MongoDB sidecar for dataset persistence. GPU-accelerated for ML workflows. Use when users need to configure...
GitHub
storage
Storage management for Bazzite. Automounting drives (BTRFS/EXT4, Framework, SteamOS), BTRFS deduplication, rmlint disk trimming, and snapper snapshots. Use when users need to configure disk and partition manage...
GitHub
openwebui
Open WebUI AI chat interface management via Podman Quadlet. Provides a web UI for interacting with Ollama models. Use when users need to configure, start, or manage the Open WebUI service.
GitHub
distrobox
Distrobox container management for Bazzite. Create containers from manifests, custom containers, app-specific containers (brew), and DaVinci Resolve installation. Use when users need to work with distrobox cont...
GitHub
apps
Third-party application installation for Bazzite. CoolerControl, DisplayLink, JetBrains Toolbox, OpenRazer, tablet drivers, scrcpy, and more. Use when users need to install hardware-specific or specialized appl...
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.