Results for “generating”

Apply test quality principles when generating or reviewing test code. Enforces Arrange-Act-Assert structure, one behavior per test, assertion quality, test isolation, meaningful naming, and test data management. Use when writing tests, reviewing test code, or when the user mentions 'write tests', 'test this', 'test quality', 'test review', 'improve tests', or 'test structure'. Loaded automatically by the code-generating molecules (code-forge, refactor-safely, bug-fix). This skill governs the craft of writing individual test cases -- not what to test (that is driven by the code being implemented) but how to write tests that are reliable, readable, and maintainable.

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Automate bookkeeping workflows by parsing bank statements (CSV/OFX/QIF), categorizing transactions using rules or AI, reconciling accounts, generating expense reports, and detecting duplicates. Use when: automating transaction categorization, building reconciliation pipelines, processing bank exports, or generating expense summaries without manual data entry.

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Read and apply a project-specific BUILDING_SPEC.md or DIMENSIONS.md file before generating any architectural elements. Use when: generating floor plans, 3D buildings, or any spatial design where the project has defined custom dimensions, room requirements, or design standards.

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API Documentation Workflow workflow skill. Use this skill when the user needs API documentation workflow for generating OpenAPI specs, creating developer guides, and maintaining comprehensive API documentation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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API Documentation Workflow workflow skill. Use this skill when the user needs API documentation workflow for generating OpenAPI specs, creating developer guides, and maintaining comprehensive API documentation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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Conjecture generation, sequence analysis, and experimental mathematics for mathematical discovery. Covers sequence analysis (OEIS lookups, recurrence relations, generating functions), pattern detection methods (finite differences, ratio analysis, modular patterns), conjecture generation workflow, classical integer sequences (Fibonacci, Catalan, partition numbers, Bernoulli numbers), combinatorial identities, the probabilistic method (Erdos, expected value arguments, Lovasz Local Lemma), AI-assisted discovery (FunSearch, Ramanujan Machine), and confidence calibration with cautionary tales (Mertens conjecture, Polya conjecture). Use when discovering patterns, analyzing sequences, generating conjectures, or working with combinatorial identities.

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Compose 2D graphics programmatically using SVG generation, diagram layout algorithms, image compositing, and batch processing workflows. Use when generating diagrams, flowcharts, or infographics programmatically, creating reproducible scientific figures, automating production of badges or visual assets, building custom chart types not in standard libraries, or batch generating graphics with parameter variations.

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Automates the end-to-end detection engineering workflow in Google SecOps using MCP tools. Use when fetching threat intelligence from blogs, generating Threat Detection Opportunities (TDOs), simulating attacker behavior with synthetic UDM events, evaluating rule coverage, generating new YARA-L 2.0 rules to close coverage gaps, and with user approval, deploy them to SecOps. Don't use when asked to perform threat hunting actions, and SOC investigative actions.

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Professional typography rules for UI design, web applications, software interfaces, and all screen-based text. Enforces timeless typographic correctness that LLMs consistently get wrong: proper quote marks, dashes, spacing, hierarchy, and layout. ENFORCEMENT MODE: When generating ANY HTML, CSS, React, JSX, or UI code containing visible text, auto-apply every rule in this skill silently — do not ask, do not explain, just produce correct typography. AUDIT MODE: When reviewing or improving existing interfaces or legacy code, flag violations and provide fixes. Trigger on: any HTML/CSS/React artifact creation, "build a landing page", "create a component", "design a UI", "fix the typography", "make this look professional", "review this layout", web design, presentation design, dashboard creation, document generation, or any task producing visible text for humans. Even if the user doesn't mention typography, apply these rules whenever generating UI output.

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SoX（Sound eXchange）を使用した音声処理の専門スキル。音声ファイルの変換、編集、エフェクト適用を効率的に支援。フォーマット変換（WAV/MP3/FLAC/OGG/AIFF等）、音声編集（トリム、結合、分割、フェード）、エフェクト（ノイズ除去、ノーマライズ、EQ、リバーブ、コンプレッサー）、分析（soxi、stat、spectrogram）など幅広い操作をカバー。Use when converting audio formats, applying audio effects, trimming/splitting audio files, normalizing volume, removing noise, generating spectrograms, or processing audio for podcasts/music production.

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ネットワーク品質を総合的に診断し、ボトルネックの特定と根本原因の深堀りまで行うスキル。 接続情報、レイテンシ、ダウンロード速度、HTTP接続タイミング、経路解析を自動実行し、 品質閾値に基づく総合評価を日本語レポートとして出力する。 外部依存なし（OS標準ツールのみ使用）、macOSおよびLinux対応。 Use when diagnosing network quality, troubleshooting slow connections, identifying network bottlenecks, measuring latency/bandwidth/jitter, or generating network health reports. 「ネットワーク診断」「network diagnostics」「ネットワークが遅い」 「latency check」「bandwidth test」「traceroute analysis」

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Skill for generating 1C:Enterprise (BSL) code with mandatory validation through MCP tools to prevent hallucinations. Use when generating, editing, or validating 1C BSL code, working with 1C metadata, or answering questions about 1C platform API.

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Build with OpenAI's stateless APIs - Chat Completions (GPT-5, GPT-4o), Embeddings, Images (DALL-E 3), Audio (Whisper + TTS), and Moderation. Includes Node.js SDK and fetch-based approaches for Cloudflare Workers. Use when: implementing chat completions with GPT-5/GPT-4o, streaming responses with SSE, using function calling/tools, creating structured outputs with JSON schemas, generating embeddings for RAG (text-embedding-3-small/large), generating images with DALL-E 3, editing images with GPT-Image-1, transcribing audio with Whisper, synthesizing speech with TTS (11 voices), moderating content (11 safety categories), or troubleshooting rate limits (429), invalid API keys (401), function calling failures, streaming parse errors, embeddings dimension mismatches, or token limit exceeded.

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Work directly with MCP servers, which connect AI agents to external tools. List available tools, inspect their inputs, manage configuration and authentication, and call them through HTTP or local process connections using mcporter.

• Checking available MCP tools and their inputs
• Configuring and authenticating an MCP connection
• Calling tools with JSON arguments

Use Gemini CLI for single-request answers, text generation, and summaries of supplied file content. Choose a model, request JSON output, and access commands for managing extensions, skills, hooks, and MCP connections used to connect external tools.

• Summarizing a notes file
• Generating text from a single prompt
• Requesting an answer in JSON format

Set up Everything Claude Code skills and hooks in DeepSeek Harness. Covers linking skill folders, generating hook settings, checking that hooks run, updating the setup, and investigating missing skills or inactive hooks.

• Install ECC skills in DeepSeek Harness
• Connect ECC hooks to a DSH profile
• Investigate missing skills or inactive hooks

Check whether coding agents follow their assigned skills and rules across three levels of prompt support. Generate test scenarios, inspect tool call sequences, and get reports showing compliance scores and the order of observed actions.

• Checking whether a newly added rule is followed
• Testing compliance without explicit reminders
• Reviewing tool call order and missed steps

Build Java applications with tinystruct, including actions usable from both a terminal and the web. Get guidance on launcher generation, routing, JSON responses, database storage, tests, and MCP tools that agents can call.

• Build actions for both terminal and web use
• Generate missing project launcher scripts
• Implement JSON APIs and database storage

Turn a multi-step plan into ready-to-paste ECC slash commands, text commands entered with a slash. Each generated command includes its step identifier, task scope, and acceptance criteria. Steps that cannot carry their scope are marked as blocked for manual handling.

• Turning an implementation plan into commands for each step
• Choosing commands for feature additions, fixes, and refactoring
• Generating commands for a selected step or range

Generate review drafts of master agreements from a shared template and a JSON file for each counterparty. Select clauses by business role, produce Markdown or DOCX drafts, and follow agreement-specific procedures for adding opportunities to Schedule A.

• Generating consistent agreement drafts for multiple counterparties
• Selecting clauses for buyer, supplier, or mutual arrangements
• Preparing Markdown or DOCX drafts for review

Prepare a private project for public release by creating a separate copy, removing sensitive information, checking for remaining risks, and generating documentation, setup scripts, and license files for review before publishing.

• Preparing a private project for public release
• Checking a release copy for secrets and personal information
• Creating documentation and setup files for contributors

Package Python apps as Windows installers using Nuitka and Inno Setup. Review compilation settings, remove unnecessary files, and analyze DLLs, shared library files, to reduce package size and improve startup behavior.

• Build a Windows installer for a Python desktop app
• Find large dependencies and reduce distribution size
• Investigate apps that fail on a clean Windows system

Create icon assets for iOS and macOS projects using SF Symbols or Iconify API. Match existing colors and sizes, then generate PNG files at three resolutions with the metadata needed for Xcode asset catalogs.

• Creating icon assets for an Xcode project
• Finding icons that match an existing style
• Replacing placeholder icons

Set up WireGuard remote access to a home network from phones and laptops. Covers server configuration, device keys, troubleshooting, and choosing whether only home network traffic or all internet traffic passes through the VPN.

• Accessing a home NAS while away
• Setting up a WireGuard server
• Choosing which traffic uses the VPN