Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.

Use when needing to programmatically invoke a CLI coding agent (Claude Code, OpenCode) from Python, delegate work to a sub-agent, or orchestrate multiple agents. Covers AgentShell instantiation, prompt execution, response streaming, session resumption, tool scoping, and cost tracking.

'Use this when: (1) Creating a new project-specific skill to document project patterns, (2) Improving or updating an existing project skill, (3) Writing skill descriptions that will trigger other agents, (4) Organizing skill content for progressive disclosure, or (5) Learning what project-specific skills exist in .claude/skills/. Ensures skills follow project conventions and provide effective progressive disclosure.'

Use when you need high-quality stock-style images from Aura Assets (aura.build/assets) similar to Unsplash for design mockups and marketing: backgrounds, abstract wallpapers, architecture, portraits, and headshots. Includes a workflow for searching by tag on aura.build/assets and returns 5 real image URLs per category plus practical guidance for using different resolutions and aspect ratios.

Create clear, concise technical documentation for a specified file, module, or folder.

Use when implementing globe.gl (Globe.GL) for 3D globe data visualization with WebGL/ThreeJS, including setup, data layers (points, arcs, polygons, labels), and integration patterns in plain HTML or React.

Improve skills and workflows by analyzing run artifacts and execution logs (events.jsonl/state.json) under runs/ (or OpenSpec changes/). Use when you want to iterate on skills based on real runs: find failure modes, bottlenecks, unclear prompts, missing I/O contracts, and propose concrete edits.

Introspection & Querying: describe/list commands, config filtering, workspace introspection, dependency graphs, YQ integration

Monitor RPC endpoint health and provide automatic failover for reliable blockchain access.

Connect your local machine to a Kubernetes cluster for local development with Signadot — local connect, proxy, traffic override, and traffic recording/inspection. Use when a developer wants to run services locally that participate in cluster traffic, or record/inspect sandbox traffic.

Comprehensive guide for creating high-quality specialized agents following v2 architecture patterns. Use this skill when users need to design and implement new agents, understand agent architecture, or learn best practices for agent creation.

Use after any meaningful ntn-sim-core phase/group completion or contract change to determine which SDD, status, validation, README, and todo documents must be updated in the same change set.

Craft high-precision prompts and edit instructions for Nano Banana image workflows, especially when using the local nanobanana MCP tools for generation, editing, character consistency, or multi-image fusion. Use when the task needs structured prompts, reference-role assignment, layout-heavy image specs, typography-heavy images, iterative edit-first refinement, or reliable model/aspect/output-path choices.

Write commit messages to a temporary file and commit with `git commit -F`. Never use `git commit -m`.

Automate browser interactions via the Playwright CLI. Use for web testing, form filling, screenshots, UI verification, and data extraction.

Use when editing beamHO-bench paper profiles, source maps, assumption-backed research parameters, or paper-source registries so schema, profile JSON, sources JSON, and validation coverage stay traceable and synchronized.

Rewrite user requests into clear, precise, and complete AI prompts. Use when a user asks to create, convert, or refine a prompt, or to restate a request as a specification for an AI model.

**🛡️ Test your AI agent's security posture against adversarial attacks**

Packer orchestration: init/build/validate/inspect/output, machine image building, template management, source management

Create workflow-* skills by composing existing skills into end-to-end chains. Turns a user idea into a workflow_spec.md SSOT (via workflow-brainstorm), discovers available skills locally + from skills.sh, and generates a new workflow-<slug>/ skill package. Use when you want to design a new workflow, chain multiple skills into a flow, or turn scattered atomic skills into a resumable plan-then-confirm workflow.

Use when you need to turn a vague idea into a confirmed design spec before implementation (new feature/component/behavior change). First check project context, then ask one question at a time, provide 2-3 options with trade-offs, finally output design in segments (~200-300 words each) with confirmation after each. Triggers: brainstorm, clarify idea, design spec, refine concept, requirement clarification.

Use when deciding whether a future ntn-sim-core follow-on, especially OMNeT++ / INET / estnet or other external-consumer/backend realism work, should be bootstrapped with OpenSpec instead of the repo's normal SDD/todo flow. Also use when a user explicitly mentions OpenSpec, opsx workflows, or wants a separate change/spec workflow for a new track without replacing existing ntn-sim-core authority.

Core principles, persona definitions, and command workflows for the dotfiles project. Use when seeking development guidance, selecting an appropriate expert persona (Architect, Developer, Tester, DevOps, Analyst), or following standard project commands (analyze, implement, design, etc.). Ensures consistency, quality, and adherence to project-wide best practices.

Build or modify a Pi extension. Use this whenever the user wants a custom slash command, extension tool, lifecycle hook, context filtering, session persistence, UI prompt, model/provider integration, or anything placed in ~/.pi/agent/extensions/. This skill is especially relevant when the user says “create a pi extension”, mentions /reload, wants custom command behavior, or needs extension code that uses Pi APIs rather than app code.

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Manage Signadot sandboxes, route groups, clusters, resource plugins, jobs, and smart tests using the signadot CLI. Use when a developer or platform engineer needs to create, update, inspect, or delete Signadot resources.

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Simplify and clarify existing code without changing behavior.

Seed a new runnable template under templates/NNN-slug/ from a short spec by chaining existing skills (intake → ship-faster stages) while keeping it clean and shareable (no secrets, minimal scope). Use when creating a new template quickly.

Use when you need to prompt AI for UI like Meng To: design-first, spec-driven, skimmable. Covers prompt structure, constraints, variations, typography/spacing rules, and iteration workflow for consistent UI outputs.

Autonomously generate a complete, production-ready Magento 2 module from a plain-language spec — all files, directory structure, service contracts, and database schema.

workleap-skill-optimizer

Custom CLI commands: command definition in atmos.yaml, arguments, flags, steps, env vars

Create and apply CSS gradient borders using a pseudo-element mask (the .border-gradient::before technique), including Tailwind-friendly usage and customization of angle, colors, border thickness, and radius. Use when asked for gradient borders, border glow, or the specific mask-composite border gradient snippet.

Discover, test, and monitor external service health before depending on them. Prevents agent failures from unavailable APIs and services.

Tests in real browsers. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data via Chrome DevTools MCP.

Ship Faster end-to-end workflow for small web apps (default: Next.js 16.1.1): idea/prototype → foundation gate → design-system.md → lightweight guardrails + docs → feature iteration → optional Supabase + Stripe → optional GitHub + Vercel deploy → optional AI-era SEO (sitemap/robots/llms.txt). Resumable, artifact-first under runs/ship-faster/ (or OpenSpec changes/). Trigger: ship/launch/deploy/production-ready MVP.

Use when you need to ship a single PR-sized feature end-to-end (plan -> implement -> verify) with artifacts. Ship core product features quickly in a Next.js codebase: turn a feature idea into an executable plan, implement in PR-sized slices, and keep artifacts under runs/ (or OpenSpec changes/ when available). Supports plan-only mode for early scoping. For prototype UI work, include a demo-ready wow moment (animation/micro-interaction) by default unless user opts out.

This document outlines the core skills, technologies, framework knowledge, and architectural rules required to effectively contribute to the TestFlowHub ecosystem.

Here is your **production-quality `skill.md`** designed specifically for **Claude Code Skill Creator (Anthropic)** — structured, strict, and ready to drop into your repo.

Use when working with Apple's MLX or MLX-LM: fact-checking current behavior against upstream source/runtime, patching MLX-based repos, porting PyTorch/JAX code to MLX, validating lazy evaluation, indexing, compilation, streams, channels-last layouts, Metal kernels, quantization, caches, and local MLX model loading or generation on Apple silicon.

Full Caido SDK integration for Claude Code. Search HTTP history, replay/edit requests, manage scopes/filters/environments, create findings, export curl commands, and control intercept - all via the official @caido/sdk-client. PAT auth recommended.

drawbridge

Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository. Handles environment constraints (Python 3.11, Node.js 24, no Docker). Use when user wants to create or adapt skills for specific tasks.

Automatically generate and execute Python test scripts from OpenAPI specifications and GraphQL schemas with enhanced features

Use this skill whenever the user wants to create a tailored resume for a specific job posting. Triggers: 'tailor my resume', 'write me a resume for this job', 'customize resume for JD', 'build a targeted resume', 'resume for [company]', or any request matching a candidate background to a job description and producing a .docx. Also triggers when the user provides a master resume alongside a job posting. Do NOT use for general resume advice or cover letters.

Create, edit, theme, build, and export Slidev presentations using a script-first workflow with detailed local references. Use when working on Slidev decks, themes, layouts, exports, or hosting. Always consult references/index.md first and execute via scripts when available.

stata-accounting-research

Use this when the user wants to deploy or operate applications with Jig, including bootstrapping a Jig server, connecting the Jig CLI, preparing deployment config, deploying apps, and handling mode-specific behavior for standalone Docker, Docker Compose, Swarm single-service, and Swarm stack deployments without diving into Jig internals.