Finds weak or missing tests by analyzing if code changes would be caught. Use when verifying test effectiveness, strengthening test suites, or validating TDD workflows.

Guidance skill for PydFC tutorial workflows, copy-paste examples, and evidence-based scientific response style.

Generate complete Pebble smartwatch watchfaces, build PBW artifacts, and test in QEMU emulator. Use when creating watchfaces, Pebble apps, animated displays, clock faces. Produces ready-to-install PBW files and runs them in emulator.

Professional web animations using Motion.dev (successor to Framer Motion). Creates beautiful, performant animations for React, Next.js, Svelte, Astro, and vanilla JavaScript. Includes curated examples for hero sections, scroll effects, gestures, micro-interactions, and layout animations following Apple/Jon Ive design principles. Use when building interactive UIs, animating components, creating smooth transitions, implementing gesture controls, or adding scroll-linked effects. Provides 120fps GPU-accelerated animations with spring physics, layout transitions, and parallax effects. Perfect for modern web applications requiring polished, production-ready animations.

This skill document describes the complete automated testing framework for PlayStation 1 homebrew development, specifically designed for the Johnny Reborn PS1 port. This automation eliminates manual s

Expertise in calculating and specifying hardware requirements for local AI deployments, including GPU selection, server configuration, storage, and network planning based on workload characteristics a

Specialized expertise in managing the complex process of transitioning from outsourcing vendors to AI-augmented internal teams, including contract management, knowledge transfer, and relationship navi

> Reverse-engineer OpenSpec specifications from existing codebases

Professional skills and methodology for XXE XML External Entity injection testing

A **Skill** resides below a Module within the course structure. It's the lowest element in the course hierarchy. It contains a set of words and phrases to be taught to the user.

Transform a raw rules/spec document into a complete, testable specification via Steps 1–7, using curated templates, best examples, and timestamped outputs.

Use before changing a model, loss, optimizer, dataset pipeline, augmentation, or evaluation protocol for deep learning research work

Publish blog posts and articles to multiple platforms (Qiita, CSDN, Blogger, Hatena Blog, Dev.to, Medium, Zenn, Note.com) using Claude in Chrome. Given a topic or draft content, generates platform-optimized articles in the specified language and publishes them via browser automation. Supports Japanese, Chinese, and English. Use when user wants to write and publish blog posts or promotional articles.

Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment. Use PROACTIVELY for Django development, ORM optimization, or complex Django patterns.

QMD is a local, on-device search engine for markdown content. It indexes your notes, meeting transcripts, documentation, and knowledge bases for fast retrieval.

Search GitHub code using gh code-search command. Use when looking for reference implementations, code examples, or specific patterns across GitHub repositories. Particularly useful for Nix configurations, language-specific patterns, or learning how others solved similar problems.

Estrategias efectivas para buscar y recuperar información

Platform-specific search patterns and strategies for discovering ML/AI resources across arXiv, Semantic Scholar, GitHub, HuggingFace, and Papers With Code

Execute web searches via Gemini CLI to obtain the latest information.

Search GitHub for battle-tested open-source libraries and solutions

Comprehensive guide for building production-ready MCP (Model Context Protocol) servers. Covers both FastMCP (Python) and MCP SDK (Node/TypeScript) implementations with practical examples, best practices, error handling, testing strategies, security guidelines, and real-world integration patterns.

MCPize Idea Finder — find a profitable MCP server idea, validate it, and get a ready-to-build brief. Part of the MCPize suite (mcpize.com). Guides users through discovery interview (up to 10 questions about skills, domain, goals), generates tailored MCP server ideas, researches competitors across MCP marketplaces, analyzes monetization potential with pricing models, and outputs a structured brief/PRD. Use this skill whenever someone wants to brainstorm, find, discover, or validate an MCP server idea, asks what MCP server to build, wants to explore MCP business opportunities, or says they want to build an MCP but don't know what kind. Also trigger on: mcpize idea, mcp idea, what mcp to build, mcp server business, find mcp idea.

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Search GitHub only — repos, code, issues, packages. Every query goes directly to GitHub. Use this when the user asks to find libraries, code examples, packages, or any technical resources.

CLI-first API testing for HTTP, GraphQL, gRPC, and TCP.

Help a patient request their complete Electronic Health Information (EHI) Export from their healthcare provider. Supports Epic and 70+ other certified EHR vendors. Explains what EHI is, why it matters, identifies the provider's EHR system, generates a vendor-specific appendix, guides through gathering details, finding forms, and producing a ready-to-submit PDF package.

daub-ui

Build with SATI (Solana Agent Trust Infrastructure) - on-chain agent identity, verifiable reputation, and blind feedback on Solana. Use when registering AI agents on-chain via Token-2022 NFTs, giving or searching feedback, querying agent reputation, building registration files (ERC-8004), encrypting attestation content, or integrating SATI into TypeScript/Node.js projects. Covers: CLI onboarding (create-sati-agent), agent registration, feedback (give/search), reputation summaries, agent search/discovery, validation attestations, EVM address linking, content encryption, and metadata uploading. Triggers on SATI, sati-sdk, create-sati-agent, agent registration solana, agent reputation, blind feedback, compressed attestation, Light Protocol attestation, ERC-8004 registration file, agent identity NFT, register agent CLI.

OSINT Investigator v2.1 — comprehensive open-source intelligence skill. Triggers on: OSINT, recon, digital footprint, dorking, social media investigation, username lookups, email tracing, domain recon, entity mapping, OPSEC, image verification, metadata analysis, threat intel, people search, background research. Slash commands: /dork, /recon, /pivot, /entity, /timeline, /analyze-metadata, /verif-photo, /sock-opsec, /report, /simple-report, /full, /track, /link, /entities, /confidence, /export-entities, /import-entities, /compare, /timeline-entity, /find-path, /visualize, /stats, /export-graph, /risk-score, /anomaly, /pattern, /threat-model, /sanitize, /export-risk, /wizard, /template, /simple-mode, /progress, /save-checkpoint, /load-checkpoint, /qa-check, /coverage, /gaps, /verify-sources. Professional playbooks: journalist verification, HR background checks, cyber threat intel, private investigation. Integrations: Maltego, Obsidian, Notion.

Test documentation quality by spawning fresh agents with zero context. Validates that docs are complete, clear, and usable by newcomers. Use when testing READMEs, tutorials, setup guides, or API docs before publishing.

Generate contextual briefings for legal work — daily summary, topic research, or incident response. Use when starting your day and need a scan of legal-relevant items across email, calendar, and contracts, when researching a specific legal question across internal sources, or when a developing situation (data breach, litigation threat, regulatory inquiry) needs rapid context.

You are guiding a developer through designing and building an MCP server that works seamlessly with Claude. MCP servers come in many forms — picking the wrong shape early causes painful rewrites later

Generate developer handoff specs from a design. Use when a design is ready for engineering and needs a spec sheet covering layout, design tokens, component props, interaction states, responsive breakpoints, edge cases, and animation details.

Generate tailored sales assets (landing pages, decks, one-pagers, workflow demos) from your deal context. Describe your prospect, audience, and goal — get a polished, branded asset ready to share with customers.

Create professional **EARNINGS UPDATE REPORTS** analyzing quarterly results for companies already under coverage, following institutional standards (JPMorgan, Goldman Sachs, Morgan Stanley format).

Write a feature spec or PRD from a problem statement or feature idea. Use when turning a vague idea or user request into a structured document, scoping a feature with goals and non-goals, defining success metrics and acceptance criteria, or breaking a big ask into a phased spec.

Reference skill for Zoom Probe SDK. Use after routing to a preflight workflow when testing browser compatibility, media permissions, audio or video diagnostics, and network readiness before users join.

Reference skill for Zoom Team Chat. Use after routing to a chat workflow when building user-scoped messaging integrations, chatbot experiences, rich cards, buttons, slash commands, or chat webhooks.

Start here for any Zoom integration or app idea. Use when you need to choose the right Zoom surface, shape the architecture, or route into the correct implementation skill without reading the whole Zoom doc set first.

Create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites - (1) company research, (2) financial modeling, (3) valuation analysis, (4) chart generation, (5) final report assembly. Each task produces specific deliverables (markdown docs, Excel models, charts, or DOCX reports). Tasks 3-5 have dependencies on earlier tasks.

description: Create professional investment proposals for prospective clients. Covers the firm's approach, proposed allocation, expected outcomes, and fee structure. Use when pitching new clients or p

Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow, FASTQ analysis, variant calling, gene expression, differential expression, GEO reanalysis, GSE/GSM/SRR accessions, or samplesheet creation.

Generate SOX sample selections, testing workpapers, and control assessments. Use when planning quarterly or annual SOX 404 testing, pulling a sample for a control (revenue, P2P, ITGC, close), building a testing workpaper template, or evaluating and classifying a control deficiency.

Generate professional company tear sheets using S&P Capital IQ data via the Kensho LLM-ready API MCP server. Use this skill whenever the user asks for a tear sheet, company one-pager, company profile, fact sheet, company snapshot, or company overview document — especially when they mention a specific company name or ticker. Also trigger when users ask for equity research summaries, M&A company profiles, corporate development target profiles, sales/BD meeting prep documents, or any concise single-company financial summary. This skill supports four audience types: equity research, investment banking/M&A, corporate development, and sales/business development. If the user doesn't specify an audience, ask. Works for both public and private companies.

Generate a comprehensive weekly briefing for all external calls in the next 7 days. Triggers on 'weekly prep brief', 'prepare my week', 'what calls do I have this week', 'Monday prep', or any weekly planning request.

zoom-meeting-sdk-windows

Reference skill for Zoom Meeting SDK. Use after routing to a meeting-embed workflow when implementing real Zoom meeting joins, platform-specific SDK behavior, auth and join flows, waiting room issues, or meeting bot patterns.

Generate a response to a common legal inquiry using configured templates, with built-in escalation checks for situations that shouldn't use a templated reply. Use when responding to data subject requests, litigation hold notices, vendor legal questions, NDA requests from business teams, or subpoenas.

Reference skill for Zoom RTMS. Use after routing to a live-media workflow when processing real-time audio, video, chat, transcripts, screen share, or contact-center voice streams.