Use when evaluating business documents for structural integrity and persuasive logic.

How to create, structure, and publish self-contained Convex components with proper isolation, exports, and dependency management

Use when expanding a README-based dApp description into a full specification with user stories and acceptance criteria.

Terraform and OpenTofu infrastructure as code — module design, state management, multi-environment setups, remote backends, secrets management, CI/CD integration. NOT for Pulumi, CDK, Ansible,

**Owner:** QA

Use this skill whenever the user wants to design, run, or refine Cloudflare D1 schema management, migrations, and data seeding for dev/staging/production environments, especially in conjunction with Hono/Workers apps.

scripts/

Model flexible pin assignment in JITX designs. Use when user asks about provide/require patterns, @provide.one_of or @provide.subset_of decorators, programmatic Provide, pin muxing (MCU peripherals on shared pins), DiffPair P/N polarity swapping, PCIe lane swapping or width variants, DDR4 byte/bit swapping, LPDDR5 channel swapping, hierarchical provider composition, topology (>>) on pin-assigned ports, ConstrainDiffPair or ConstrainReferenceDifference with provide/require, or flexible pin mapping for FPGAs and MCUs. Covers provide, Provide, require, all_of, one_of, subset_of, and protocol-specific pin flexibility with SI constraints.

Convert markdown planning documents to Overseer tasks via MCP codemode. Use when converting plans, specs, or design docs to trackable task hierarchies.

Expert in Docker containerization including Dockerfile optimization, multi-stage builds, Docker Compose, and container security. Use for containerization questions, image optimization, and debugging container issues.

The functional options pattern for Go constructors and public APIs. Use when designing APIs with optional configuration, especially with 3+ parameters.

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Analyze your Claude Code session logs to improve prompt quality, optimize tool usage, and become a better AI-native engineer.

Elite copywriting skill combining legendary frameworks from Eugene Schwartz, Gary Halbert, and modern conversion experts. Use for persuasive copy across all formats - sales letters, landing pages, emails, ads, VSLs. Specializes in audience awareness matching, psychological persuasion, conversion optimization, and AI-augmented workflows.

Run config-driven k6 load tests against any web application.

A CLI tool built in Rust that wraps every Google Workspace API into composable commands with structured JSON output. It dynamically builds its command structure from Google's Discovery Service, so it

Application Lifecycle Management for Power Platform. Use when: setting up CI/CD pipelines, GitHub Actions, solution deployment, environment variables, connection references, managed solutions, Power Platform Pipelines, pac solution sync, deployment settings.

Orchestrates Aspire distributed applications using the Aspire CLI for running, debugging, and managing distributed apps. USE FOR: aspire start, aspire stop, start aspire app, aspire describe, list aspire integrations, debug aspire issues, view aspire logs, add aspire resource, aspire dashboard, update aspire apphost. DO NOT USE FOR: non-Aspire .NET apps (use dotnet CLI), container-only deployments (use docker/podman), Azure deployment after local testing (use azure-deploy skill). INVOKES: Aspire CLI commands (aspire start, aspire describe, aspire otel logs, aspire docs search, aspire add), bash. FOR SINGLE OPERATIONS: Use Aspire CLI commands directly for quick resource status or doc lookups.

Use when running e2e tests, debugging test failures, or fixing flaky tests. Covers failure taxonomy, fix rules, and workflow. Never changes source code logic or API without spec backing.

Use when checking deployment health, investigating errors, reading logs, or working with Tiltfiles. Queries Tilt resource status, logs, and manages dev environments.

Use this skill to help developers interact with the Content Island Client API using only the official documentation. Do not infer or invent any API behavior.

Interactive guided tour of all available AI coding skills with live demos. Walks through headline capabilities, offers try-it-now demos, discovers repo-specific tools, and provides a cheat sheet reference. Triggers on what can you do, show skills, skill tour, available tools, capabilities, what skills.

Expert command-line interface development including argument parsing, subcommands, interactive prompts, and CLI best practices

Expert BMAD (Breakthrough Method for Agile AI-Driven Development) implementation including role-based agent specialization, structured workflows, living artifacts, and scale-adaptive processes

Writing style guide for technical content, social media, blog posts, READMEs, git commits, and developer documentation. Optimized to avoid AI detection patterns. Use when writing any content beyond code.

Hugo template development skill for InfluxData docs-v2. Enforces proper build and runtime testing to catch template errors that build-only validation misses.

Optionally checks, then commits code to the current or a new feature branch.

The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation. It provides automated mesh generation, quality assessment, optimization, and integration with engineer...

End-of-session wrap-up. Updates docs, runs lint/tests, builds productivity report, and commits — all aligned with Documents/Process/DefinitionOfDone.md. Use as the last step before opening a PR.

Create a release for CodeCompress following Gitflow conventions, Semantic Versioning, and .NET version management. Handles version bumps in Directory.Build.props, CHANGELOG generation, and PR creation.

Systematisch Dart-Treffer-Videos und Ground-Truth-Daten aufnehmen, um die Single-Cam Dart-Erkennung zu verbessern.

Collect and validate AI-generated images from a specific generator for FSD forensic detector training. Use when the user wants to curate, scrape, or build a dataset of AI-generated images from a specific generator (e.g. grok, gemini, gpt_image_1, midjourney, nano_banana_1_2). Handles source research, scraping from Civitai/Twitter/Reddit/Higgsfield, multi-stage validation (JoyCaption + structural + FSD), and quality assurance. Invoke with /curate <generator_name>.

Generate concise, well-structured feature requirement documents for the Programming Stories Dashboard project. Use this skill whenever the user wants to plan, spec out, define, or document a new feature, enhancement, or change to the Programming Stories Dashboard — including changes to HackerNewsScraperService, ProgrammingStoriesApi, the Kafka pipeline, filtering logic, API endpoints, the in-memory store, or the Angular frontend integration. Trigger when the user says things like 'I want to add...', 'let's build...', 'I'm thinking of a feature...', 'write up requirements for...', or 'help me spec out...'. The output is a focused requirements doc purpose-built for handing to Claude Code in Plan mode.

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MoAI-ADK's foundational principles - TRUST 5, SPEC-First TDD, delegation patterns, token optimization, progressive disclosure, modular architecture, agent catalog, command reference, and execution rules for building AI-powered development workflows

Run Playwright smoke tests for Denser blog application. Executes 15 tests (SMOKE-01 to SMOKE-15) against configurable environment (production, dev, or localhost) with retry support (max 3 attempts per failing test). Supports headed (visible browser) and headless modes. Collects artifacts (screenshots, trace.zip) on failures and generates HTML report. Use when testing blog functionality, verifying deployments, checking UI/API consistency, or when user requests smoke tests, playwright tests, or blog testing.

End-to-end smoke test of all MemCan MCP endpoints. Creates, searches, updates, deletes memories and checks logs. Use when verifying MemCan installation or after upgrades.

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Use when implementing a task - follow the plan, check ACs, track progress

Designs high-performing team structures using organizational psychology AND creates new skills on-the-fly when team needs unmet expertise. Expert in team composition, personality balancing,

Angular 21.x SPA development skill with TailwindCSS 4.x and daisyUI 5.5.5. Use when building Angular standalone components, services, lazy-loaded routes, unit tests, or creating UI with TailwindCSS + daisyUI. Covers component scaffolding, UI/UX design, accessibility audits, and design systems.

Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.

Use after code changes, before releases, or when testing features - runs the right level of QA based on what changed

REST and GraphQL API testing with Playwright. Use when testing APIs, mocking endpoints, validating responses, or integrating API tests with E2E flows.

Select and apply the correct SQL connector implementation pattern (SDK-default minimal or source-specific custom). Use when building or extending SQL metadata/query extraction connectors.

Use when adding authentication to Android applications (Kotlin/Java) with Web Auth, biometric-protected credentials, and MFA - integrates com.auth0.android:auth0 SDK for native Android apps

Deploy to production. Runs pre-deploy safety checks, pushes to trigger CI/CD, and monitors the deployment.

Trusted-lane execution and reporting skill for README-first AI repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inference or evaluation command and write standardized `repro_outputs/` files, including patch notes when repository files changed. Do not use for training execution, initial repo intake, generic environment setup, paper lookup, target selection, or end-to-end orchestration by itself.