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Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Generates .excalidraw files and exports to PNG/SVG via Kroki API or locally using excalidraw-brute-export-cli.

Fully local free text-to-image skill for OpenClaw and general assets. Generates SVG from prompt, then converts SVG to PNG with local tools only (no online API calls).

Build a living AI model of your crush from chat logs, photos, and social media. Runs Bayesian memory tagging, attachment-style diagnosis, and generates a personalized Skill that talks like them. | 把你的 crush 蒸馏成 AI Skill，导入聊天记录，运行贝叶斯信号分析，诊断依恋类型，并模拟对话演习。

Create a SOLIDWORKS (CAD) desktop add-in using the SOLIDWORKS API SDK templates or by implementing ISwAddin/SwAddin manually; includes COM/registry registration, ConnectToSW/DisconnectFromSW lifecycle, CommandManager UI, callbacks, icons, and toolbar considerations.

你负责将用户提供的梦境文字素材转化为视频提示词，并通过自动化工具链提交到即梦平台生成视频、下载到本地。用户只需要给你文字，你最终返回视频文件。

Create a simple PR from staged changes with an auto-generated commit message

Orchestrate sequential documentation audits with checkpointing and resumption.

Generate content drafts when a PR is merged or significant code ships. Produces a Twitter/X thread, blog post outline, and changelog entry from PR title, changed files, and commit messages. Keywords: content, tweet, blog, changelog, announce, write about, PR merged, shipped, released, draft post, social, thread

Python video composition with moviepy 2.x — overlaying deterministic text on AI-generated video (LTX-2, SadTalker), compositing clips, single-file build.py video projects. Use when adding labels/captions/lower-thirds to LTX-2 or SadTalker outputs, building short ad-style spots in pure Python without Remotion, or doing programmatic video composition. Triggers include text overlay on video, label LTX-2 clip, caption SadTalker output, lower third, build.py video, moviepy, Python video composition, sub-30s ad spot.

Create a professional release using GitHub CLI (gh). Generate SemVer version, clear release notes, and ready-to-run command.

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> Auto-generated skill from repository analysis

gstack-open-gstack-browser

Compare multiple strategies or directions (long vs short vs both) on the same symbol. Generates side-by-side stats table.

Plan a project and generate PRD for execution. Creates prd.json + README.md with full HQ context awareness. Runtime-agnostic — executes identically in Claude Code and Codex. Adapts interview depth to brainstorm context if available.

'Use when schemas have changed and example JSON files need regeneration and validation'

Release management with versioning, stability assessment, changelog generation, and release gates. TRIGGER on: release, version, changelog, tag, cut release, release status, what version, stability, release gate.

Use when creating HTML email templates with React components - welcome emails, password resets, notifications, order confirmations, newsletters, or transactional emails.

Scan the diff against main and remove AI-generated slop introduced in this branch.

Lint FileMaker scripts in fmxmlsnippet XML or human-readable format. Validates structure, naming conventions, references, best practices, and calculations. Tier 3 validates calculations against a live FM engine via AGFMEvaluation. Triggers on phrases like 'lint this', 'validate script', 'check conventions', 'run fmlint', or automatically after script generation.

本技能指导在 GoDDD 六边形架构下进行开发，覆盖代码生成、领域间解耦、排序方案、HTTP 上下文透传、Web 工具使用等核心场景。

Generate report per foundation report command.

Implements the Untitled Placeholder Technique: create N placeholders → capture IDs → generate all scripts with correct wiring → deploy → rename.

Generates commit messages and PR titles using Conventional Commits for Release Please. Use when writing commit messages, squashing commits, or naming PRs so releases and version bumps are correct.

'Visualizes Azure infrastructure from ARM templates, Azure CLI, or descriptions. Use when user has Azure resources to diagram.'

High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.

Enforces API documentation using language-standard comments for public interfaces and generates Conventional Commits style messages when asked, clearly summarizing changes. Use when creating or modifying public classes/functions or when the user requests commit messages.

Implement new MCP tools in the deno-mcp-template project. Provides the exact file structure, type signatures, registration steps, and patterns for standard tools, sampling tools, form and URL elicitation, resource-backed tools, and notification tools. Use when adding a new tool, creating MCP tools, or asking how tools work in this project.

Personalizes a fork of this Cloudflare multi-worker monorepo—worker names in wrangler, package names, README, and UI—so deploys and docs are not stuck on starter kit defaults. Use when the user created a repo from the template, wants to deploy their own app, or asks to rename workers, rebrand, or remove generic starter kit copy. Skip when developing the upstream starter kit (origin URL contains firtoz/cf-multiworker-starter-kit; canonical https://github.com/firtoz/cf-multiworker-starter-kit) unless the user explicitly asks.

Expert guidance for building and editing n8n workflows with Synta MCP tools. Use for creating new workflows, modifying existing workflows, template discovery, node configuration, validation, and connection management in n8n.

**The Goal:** AI-ready documentation. When documentation is clear enough, code generation becomes automatic.

FFI cross-language interop expert covering C/C++ bindings, bindgen, cbindgen, PyO3, JNI, memory layout, data conversion, and safe FFI patterns.

Textum PRD→Scaffold→Story workflow for Codex with low-noise outputs and gate checks.

Builds a complete agent with multiple Airbyte connectors using PydanticAI or Claude SDK. Scaffolds project structure, wires up connectors, composes tools, and creates a run loop. Use when building an agent with multiple connectors or scaffolding a new agent project.

Scan a live web app with Playwright, extract all features, generate PRD/epics/stories with priorities and dependencies, export to Notion. Checks required MCP servers before starting.

Draft a repo-local plan using the plan skill template and optionally save it.

English runbook for euni command usage in local development and CI, including exit-code and UG-code troubleshooting.

Prevents generic AI/Codex UI patterns when generating frontend code. Use this skill whenever generating HTML, CSS, React, Vue, Svelte, or any frontend UI code to enforce clean, human-designed aesthetics inspired by Linear, Raycast, Stripe, and GitHub instead of typical AI-generated UI.

Apply when writing or editing Tailwind CSS classes in any template or component file. Behavioral corrections for dynamic styling, class composition, responsive design, dark mode, interaction states, accessibility, and common antipatterns. Project conventions always override these defaults.

Use this skill when a bug report needs structured investigation before planning or coding.

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AWS security finding analysis: analyze findings, map to Atmos components/stacks, generate structured remediation with exact Terraform changes and deploy commands

Transform one mentioned lecture transcript markdown file into a structured lecture note and save a merged output file in the same folder. Use when the user asks to create lecture notes from an existing transcript file. Keep transcript cleanup loose and preserve original wording as much as possible.

Upgrades React Native apps to newer versions by applying rn-diff-purge template diffs, updating package.json dependencies, migrating native iOS and Android configuration, resolving CocoaPods and Gradle changes, and handling breaking API updates. Use when upgrading React Native, bumping RN version, updating from RN 0.x to 0.y, or migrating Expo SDK alongside a React Native upgrade.

Expert Docker and Nginx deployment assistant. Use for Docker configuration, containerization, VPS deployment, infrastructure setup, SSL certificates, docker-compose files, nginx reverse proxy, deployment guides, infrastructure documentation, cloud deployment, container orchestration, production deployment, environment configuration, dockerfiles, server setup, deployment checklists.

A multi-stage validation pipeline that turns unreliable LLM code generation into reliable, compilable code.

Create a layered CSS progressive blur (top or bottom) using multiple backdrop-filter masks for depth and softness. Use when asked for “progressive blur”, “gradient blur overlay”, or stepped blur masks that fade from an edge of the viewport.

Writing mirror. Run terminal commands to launch, then reflect.