发现 Skills

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing (FASTA, GenBank, FASTQ, PDB), advanced BLAST workflows, structures, phylogenetics. For quick BLAST, use gget. For direct REST API, use pubmed-database.

Use when the user wants to create, generate, or set up a GitHub Actions workflow. Handles CI/CD pipelines, testing, deployment, linting, security scanning, release automation, Docker builds, scheduled tasks, and any custom workflow for any language or framework.

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

Search the web using the OpenAI Codex CLI to find current documentation, best practices, solutions, and technical information. Use when the user needs to research libraries, find API documentation, troubleshoot errors, or learn about new technologies. Requires the Codex CLI to be installed.

Plan a VP or CPO 30-60-90 day diagnostic onboarding path. Use when entering a new executive product role and avoiding premature change.

Write an Amazon-style press release that defines customer value before building. Use when aligning stakeholders on a new product, feature, or strategic bet.

End-to-end coloring book creation, packaging, pricing, and multi-storefront publishing pipeline. Converts a topic/trend into print-ready coloring pages, bundles them for sale, and posts to Etsy, Creative Market, Gumroad, Amazon KDP, and more. Use when: creating coloring books, coloring pages, coloring bundles, converting images to line art for print, packaging digital downloads, listing on storefronts, or when the user provides a topic and wants sellable coloring content. Triggers: "coloring book", "coloring pages", "coloring bundle", "line art", "convert to coloring", "printable coloring", "list on etsy", "sell coloring pages", any topic + "coloring".

Generating a PRD or Product Review Deck from HTML/CSS to PDF — self-contained, print-ready

Check the API for contract compliance — schemas, status codes, errors, validation, pagination; smoke tests via curl/scripts.

Trend research — types, monitoring tools, brand fit, reaction speed, brand adaptation

PostgreSQL expertise — schema design, migrations, query optimization, indexing strategy, and extension usage for production-grade relational databases.

Create and optimize AGENTS.md files for AI coding agents. Use this skill when users ask to create, write, generate, improve, or update an AGENTS.md file for their project, or when they need guidance on making their codebase more agent-friendly. Also use when users ask about agent context files, documentation for AI agents, or improving agent performance in their repository.

Semantic codebase search, code indexing, and prompt enhancement via standalone CLI. Use when: (1) Semantic code search with natural language queries, (2) Code indexing for remote codebase retrieval, (3) Prompt enhancement with codebase context, (4) Before grep/find/glob operations for better accuracy, (5) Complex requirements clarification, (6) Large codebase navigation. Triggers: "search context", "enhance prompt", "find code that", "index project", "clarify requirements". IMPORTANT: Always use ace-tool BEFORE grep/find/glob for semantic-level code location.

Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering. Masters firmware extraction, analysis, and vulnerability research for routers, IoT devices, automotive systems, and industrial controllers. Use proactively for firmware security audits, IoT penetration testing, or embedded systems research.

Create distinctive, production-grade frontend interfaces using Gemini 3 Pro for design ideation. Use this skill when you want Gemini's creative perspective on web components, pages, or applications. Generates bold, polished code that avoids generic AI aesthetics.

Convert Markdown files with Mermaid diagrams to styled PDF. Use when user wants to export/convert markdown to PDF, generate PDF documentation, or create printable documents.

Convert markdown documents into AntV infographic SVGs. Analyzes content structure, selects optimal template, generates AntV syntax, and renders to SVG. Use when user wants to create infographics, visual summaries, or storytelling visuals from markdown.

Reviews Canadian public-procurement documents, including RFPs, RFQs, RFIs, standing offers, supply arrangements, and draft contracts, against applicable procurement rules, trade agreements, Treasury Board policies, conflict rules, evaluation criteria, and bid-compliance requirements. Use for federal, provincial, municipal, or broader public-sector procurement matters.

Create Claude Code hooks with proper schemas, RBAC integration, and performance requirements. Use when implementing PreToolUse, PostToolUse, SessionStart, or any of the 10 hook event types for automation, validation, or security enforcement.

Use when querying, fetching, or subscribing to game entities in dojo.js. Triggers: entity query, fetch entities, useModel, useEntityQuery, ToriiQueryBuilder, subscribe entities, getEntities, entity subscription, model data

Triage a suspicious or newly encountered software package end-to-end using Spectra Assure Community reports, OSV vulnerability data, OpenSSF Scorecard, and static inspection. Use when the user asks to "triage a package", "investigate this library", "is this npm/pypi/gem safe", or supplies a purl or package name.

Builds business logic with CMDx, a Ruby framework for composable command/service objects. Use when creating service objects, interactors, business workflows, command patterns, or orchestrating multi-step operations in Ruby/Rails applications.

Use when implementing Disney's 12 animation principles with Framer Motion in React applications