'local' 검색 결과

AndroidおよびKotlin Multiplatformプロジェクトのためのクリーンアーキテクチャパターン — モジュール構成、依存関係ルール、UseCase、Repository、データレイヤーパターン

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AI支援開発のためのリグレッションテスト戦略。データベース依存なしのサンドボックスモードAPIテスト、自動バグチェックワークフロー、同一モデルがコードの作成とレビューを行う際のAIの盲点を検出するパターン。

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未知のコードベースを分析し、アーキテクチャマップ、主要エントリポイント、規約、スターター CLAUDE.md を含む構造化されたオンボーディングガイドを生成する。新しいプロジェクトに参加する際や、リポジトリで初めて Claude Code をセットアップする際に使用。

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バックエンドアーキテクチャパターン、API設計、データベース最適化、Node.js・Express・Next.js APIルートのサーバーサイドベストプラクティス

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LLM API利用のコスト最適化パターン — タスク複雑度によるモデルルーティング、予算追跡、リトライロジック、プロンプトキャッシュ。

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pytest-djangoによるDjangoテスト戦略、TDD方法論、factory_boy、モック、カバレッジ、Django REST Framework APIのテスト。

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dmux（AIエージェント用tmuxペインマネージャ）を使用したマルチエージェントオーケストレーション。Claude Code、Codex、OpenCodeなどのハーネス間での並列エージェントワークフローのパターン。複数エージェントセッションの並列実行やマルチエージェント開発ワークフローの調整に使用。

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評価駆動開発（EDD）原則を実装するClaude Codeセッションのための正式な評価フレームワーク

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品質ゲート、評価、リカバリー制御を備えた継続的自律エージェントループのパターン。

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Writes, fixes and red-teams prompts — system prompts, templates, meta-prompts, agent or bot instructions — as copy-paste-ready artifacts, and picks the model tier for a prompt, task or plan's subtasks. Trigger to write, improve, debug or rewrite a prompt; which model should run this; a prompt that costs too many tokens, to cut with behavior held; or say promptwright (model, optimize — tune against test cases, slim, refresh). Not for a fan-out's units (dispatchwright), installed local models (lmstudiorunner), skills or their slim (skillwright), sourced comparisons (researchscribe), handoffs (handoffwright) or a pre-build interview (grillwright).

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Drives OBS Studio through its WebSocket, read-only by default, and turns recordings into clips, VOD cuts and chapters with FFmpeg. Trigger to audit an OBS setup; when a stream drops frames or lags; to switch a scene, mark a moment or save the replay buffer; to cut clips, burn in captions, normalize loudness or write chapters; when OBS shares a GPU; or say obsrunner (audit, check, set, mark, post, sheet, status, hold, release, refresh). Live work needs the user-installed obsws-python package. Never goes live, uploads or moderates chat. Caption files are whisperrunner's; thumbnails comfyrunner's; titles commscribe's; analytics duckrunner's.

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Answers plain-word questions from a repo's CSV, JSON, Parquet and YAML files, or a .duckdb file, with DuckDB, and shows the SQL it ran. Read-only. Trigger to query, count, join, filter or summarise data files, including analytics CSVs exported from a video platform; to build a Parquet or DuckDB cache; to check no .duckdb, .wal or .parquet cache is committed or stale; when a query hits a locked database file; or say duckrunner (ask, cache, check, refresh). Needs the user-installed duckdb Python package; never a database server. DuckDB docs, S3 and MotherDuck are the duckdb-skills plugin's; outside research researchscribe's.

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Keeps a fiction story bible and checks text against it. Trigger to build, extend or extract (from a manuscript) a story, lore or world bible; to check chapters, game strings or generated drafts for contradictions or timeline breaks; to track a world timeline with branches and who is alive, or chart it; to brief a local model from canon; for naming rules; to share canon across repos; or say lorescribe (bible, manuscript, check, timeline, names, brief, audit). Research is researchscribe's; line edits commscribe's; real-data charts dataviz's; art pixelsmith's; audio soundsmith's; model runs lmstudiorunner's or comfyrunner's; no prose drafting.

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Runs Hyper-V VMs and Windows Sandbox. Trigger to create, start, stop, check or delete a VM (Gen2, secure boot, virtual TPM, settings proved); to take, list or restore a checkpoint; to test a plugin install on a clean machine from a golden checkpoint; to open a suspicious file or zip in a disposable sandbox with networking off; when Hyper-V says access denied; or say hypervrunner (audit, setup, vm, checkpoint, teardown, cleanroom, sandbox, status). Runs as a Hyper-V Administrators member, never self-elevated. Containers and WSL are dockerrunner's; whether code is trustworthy trustwarden's; secrets in returned files shieldwarden's.

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Interactive review sessions with academic PDFs (lectures, research papers, book chapters). Extract concepts, run Q&A sessions, generate quizzes with scoring. Preserves mathematical formulas in LaTeX format. Privacy-preserving local processing - PDFs never uploaded. Use when studying academic materials, reviewing research, or preparing for exams.

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See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio, video), and create real time alerts for events from live streams or desktop capture.

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Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.

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Extract structured domain knowledge from AI models in-session or from local open-source models via Ollama. No API key needed.

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Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.

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Use this skill when wiring nuxt-ui-tools translations in an app. Covers UiToolsProvider, locale objects, lazy schema text, and how package-owned UI copy differs from schema-owned text.

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Use this skill for internal i18n work in this repository. Covers locale ownership, provider wiring, lazy schema text contracts, and the maintenance surfaces that must stay in sync when package or playground translations change.

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Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

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Anchor your identity on the Autonomys Network so you can always be found — and always come back. Works with agents powered by Claude, GPT, Gemini, and Your agent always comes back. Anchor identity and memory on-chain so any new instance can resurrect from just an address — no local state, no single point of failure. Permanent identity and recovery on the Autonomys Network.

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Comprehensive ad account analysis across all major platforms (Google, Meta Comprehensive paid advertising audit and optimization for any business type. Performs full multi-platform audits (Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads, Microsoft Ads), single-platform deep analysis, conversion tracking health checks, creative quality assessment, budget allocation optimization, bidding strategy evaluation, and compliance verification. Industry detection for SaaS, e-commerce, local service, B2B enterprise, info products, mobile app, real estate, healthcare, finance, and agency. Triggers on: "ads", "PPC", "paid advertising", "Google Ads", "Meta Ads", "Facebook Ads", "LinkedIn Ads", "TikTok Ads", "Microsoft Ads", "Bing Ads", "ad audit", "campaign audit", "ROAS", "conversion tracking", "creative fatigue", "bid strategy".

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