「ml」の検索結果

Expert-level computational biology covering molecular dynamics simulation, protein structure prediction, systems biology, network analysis, and machine learning in biology.

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Use when writing, debugging, or configuring an omp hook or extension — blocking or rewriting tool calls, redacting tool output, reshaping LLM context, registering tools/commands, or wiring modules through config.yml. Covers ExtensionAPI (current) vs HookAPI (legacy), the event catalog, discovery and load order, and disable controls. Not for Claude Code hooks (~/.claude/settings.json) or the shared harness safety guard (~/.agents/harness/hooks/).

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Diagnoses failing GitHub Actions runs by reading logs, identifying the root cause, and suggesting fixes. Use this skill whenever a user shares a GHA run URL, pastes runner log output, mentions a failing workflow, asks why a CI job is broken, or says anything like "my GHA is failing", "workflow failed", "can you check my run", or "CI is broken". Also trigger when raw log text is detected in the conversation that appears to come from a GitHub Actions runner. Do NOT use for general GHA workflow authoring questions, YAML formatting help, or passing runs with no failure context.

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Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.

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Bun runtime, package manager, bundler, and test runner. Use when running scripts with bun, managing packages, serving HTTP with Bun.serve, querying databases with Bun.sql/bun:sqlite/Bun.redis, shell scripting with $, using S3/file I/O, writing tests with bun:test, bundling or compiling to executable, or using any Bun-specific API (spawn, glob, semver, FFI, workers, plugins, HTMLRewriter).

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Set up and optimize repositories for AI coding agents. Creates minimal AGENTS.md, CLAUDE.md symlink, docs/REQUIREMENTS.md, docs/BUSINESS-RULES.md, feedback loops, and deterministic enforcement (Claude Code hooks, OpenCode plugins). Use when user wants to make a repo AI-friendly, set up AGENTS.md/CLAUDE.md, document requirements/business rules for AI, add pre-commit hooks for AI workflows, or optimize codebase structure for coding agents.

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Write what the work found into the project's knowledge record, so the next session inherits it instead of re-deriving it. Use the moment something worth keeping exists: a fact taken from a source, a rule worked out, a decision or conclusion, a measurement, a correction to a recorded value, or a question left open - and check for unrecorded findings before implementation, handoff (including a PR), or finishing work. Record within the user's write authorization. The first write creates GROUNDING.yaml. Covers one-report update, add, set, review, same and distinct, judgments with a falsifier, and background capture.

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Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG/vector/code-native assets, extending an established icon or logo system, or building the visual directly in HTML/CSS/canvas.

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Opinionated constraints for building better web interfaces with coding agents. Use this skill whenever the user asks you to build, review, or fix a UI — landing pages, dashboards, components, or any frontend code — and whenever you write Tailwind CSS, motion/react animations, accessible component primitives (Base UI, React Aria, Radix), or review agent-generated interface code for quality, accessibility, and performance. Also trigger for "make the UI better", "review my interface", "clean up this component", or any frontend work in React, Next.js, or plain HTML/CSS.

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Polish an existing report, deck, or HTML page to the ReportRoom design bar — visual hierarchy, typography, charts, dark mode, OG/social link preview. Use when the user says "make it beautiful", "improve the design", "it looks plain", "fix the layout" about something already written or published. Not for creating content from scratch (use report-publisher or deck-publisher).

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Use when implementing a UI brief on a stack with no framework executor — Svelte, Astro, Angular, plain HTML. Stack-independent sibling of react-shadcn-ui; idiom from the stack corpus.

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Use when packaging a codebase to a single AI-friendly file for LLM analysis — local or remote, XML/Markdown/JSON, token counting, gitignore filtering, peer-side `repomix` CLI.

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Use when preparing a PR description, suggesting reviewers, or flagging risk — produces owner-mapped roles plus historical bug-pattern matches from project-local YAML.

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Use BEFORE saving any .md under .augment/, dist/agent-src*/, or agents/ — scans umlauts, German function words, and German phrases outside DE:/EN: anchor blocks. Hard gate per language-and-tone.

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When working within any module under `modules.root_paths` from `.agent-project-settings.yml` — Laravel HMVC, Symfony DDD-lite, Node monorepo, Python src/, Go internal/, or a custom path.

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When working with GitHub Actions — workflow YAML, quality gates, test matrices, deployment triggers, reusable workflows — even when the user just says 'my CI is failing' or 'add a check'.

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Writing/reviewing client-side UI (React/Vue/vanilla) — insecure-render + client-trust gaps AI ships: XSS via innerHTML, client secrets, client-only auth, CORS wildcard, token in localStorage

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When generating or editing a Word .docx — create, fill a template, or edit body XML via a consumer library; round-trip validated. Triggers on 'generate a docx', 'fill this Word template'.

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Use when opening edited files in the user's IDE. Reads settings from .agent-settings.yml to determine IDE and whether auto-open is enabled.

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Construa, depure e otimize aplicativos com Claude API / SDK Anthropic. Aplicativos construídos com esta skill devem incluir cache de prompt. Também lida com migração de código Claude API existente entre versões de modelo (4.5 → 4.6, 4.6 → 4.7, substituições de modelo descontinuado). TRIGGER quando: código importa `anthropic`/`@anthropic-ai/sdk`; usuário solicita Claude API, SDK Anthropic ou Managed Agents; usuário adiciona/modifica/afina um recurso Claude (cache, thinking, compaction, tool use, batch, files, citations, memory) ou modelo (Opus/Sonnet/Haiku) em um arquivo; dúvidas sobre prompt caching / cache hit rate em um projeto SDK Anthropic. SKIP: arquivo importa `openai`/SDK de outro provedor, nome de arquivo como `*-openai.py`/`*-generic.py`, código agnóstico de provedor, programação geral/ML.

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Esta habilidade deve ser usada quando o usuário pede para "criar um slash command", "adicionar um comando", "escrever um comando personalizado", "definir argumentos de comando", "usar frontmatter de comando", "organizar comandos", "criar comando com referências de arquivo", "comando interativo", "usar AskUserQuestion em comando", ou precisa de orientação sobre estrutura de slash command, campos de frontmatter YAML, argumentos dinâmicos, execução bash em comandos, padrões de interação com usuário, ou melhores práticas de desenvolvimento de comando para Claude Code.

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Diretrizes para layout moderno de UI em Avalonia usando Zafiro.Avalonia, enfatizando estilos compartilhados, componentes genéricos e evitando redundância em XAML.

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Kit de ferramentas para estilizar artefatos com um tema. Esses artefatos podem ser slides, documentos, relatórios, páginas de destino HTML, etc. Existem 10 temas pré-configurados com cores/fontes que você pode aplicar a qualquer artefato criado, ou pode gerar um novo tema instantaneamente.

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Inteligência de design UI/UX. 50 estilos, 21 paletas, 50 combinações de fontes, 20 gráficos, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Ações: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projetos: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elementos: button, modal, navbar, sidebar, card, table, form, chart. Estilos: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Tópicos: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrações: shadcn/ui MCP para busca de componentes e exemplos.

日本語の概要は準備中です。原文の説明を表示しています。