发现 Skills

Production pipeline for mathematical and technical animations using Manim Community Edition. Creates 3Blue1Brown-style explainer videos, algorithm visualizations, equation derivations, architecture diagrams, and data stories. Use when users request: animated explanations, math animations, concept visualizations, algorithm walkthroughs, technical explainers, 3Blue1Brown style videos, or any programmatic animation with geometric/mathematical content.

Songwriting craft, AI music generation prompts (Suno focus), parody/adaptation techniques, phonetic tricks, and lessons learned. These are tools and ideas, not rules. Break any of them when the art calls for it.

Normalizes raw IBM i (AS/400) business requirements, change requests, enhancement descriptions, meeting notes, or conversational inputs into a structured requirement package for downstream specification generation. V1.0 — extracts change intent, separates known facts from inferences, identifies missing information, and produces candidate functional requirements, business rules, actors, triggers, inputs, outputs, and exceptions. Recommends the appropriate next downstream document (Functional Spec, Technical Design, or Program Spec). Use this skill whenever a user provides raw, unstructured, or mixed business/technical input and needs it cleaned up before formal specification. Also trigger when the user asks to "normalize", "clean up", "organize", "structure", or "parse" a requirement, change request, or enhancement description for IBM i, AS/400, iSeries, RPGLE, or CLLE. This is a normalization skill — it does not produce specifications, designs, or code.

Search Reddit for job posts and DM the recruiters. This skill is triggered when the user says things like “go find a job on Reddit,” “help me find job postings on Reddit,” “Reddit job search,” “Reddit DM recruiter,” or any task that involves Reddit job searching plus direct messaging the poster.

Image analysis capability that automatically routes to the best backend. Primary service: MiniMax understand_image; fallback: GLM zai-mcp-server vision. Use this skill when you need to analyze or understand image content.

Unified browser automation for AI agents. Use when Codex or Claude needs to open websites, click buttons, fill forms, log in, take screenshots, scrape data, download files, verify UI behavior, test web apps, or automate browser actions. Default to `agent-browser` for general browsing, session reuse, authentication, screenshots, extraction, responsive checks, and parallel agent workflows. Use the `playwright-cli` path only when the task explicitly needs request mocking, tracing, console or network inspection, fine-grained mouse events, dialog handling, explicit Firefox/WebKit/Edge coverage, or custom Playwright code.

Create synchronized videos using Remotion, TTS, and Unsplash images — professional-grade videos with real imagery, precise audio sync, rich content support, and polished visual design.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Router skill for Anthropic's news + research feeds — auto-refreshed every 30 minutes from anthropic.com/news and anthropic.com/research. Use when the user asks about TIME-SENSITIVE Anthropic content: model launches ("did Claude X just release?"), product announcements, partnership news, region launches, new research papers, recent policy positions, or "what's new from Anthropic?" / "what did Anthropic just announce?" / "any recent research on X?" Skip: deep technical reference (use the other 7 skills — claude-code, anthropic-api, etc.); historical news older than ~30 items (link out to anthropic.com instead); detailed paper content (the digest carries title + summary + URL — Claude WebFetches the paper for depth on demand).

Fetch GitLab commits and group them by JIRA key; supports merging with jira-fetcher data

DEPRECATED: This skill has been replaced by memory/check_seen and memory/mark_seen tools. Use fetch-rss-feeds or other collection skills which handle deduplication automatically through the Memory MCP server.

List all pods in a specific namespace with their status. Used to get an overview of workload health. Keywords: list pods, namespace, pod status, workload overview, pod health.

PowerPoint processing. USE WHEN pptx, PowerPoint, slides. SkillSearch('pptx') for docs.

Adversarial analysis with 32 agents. USE WHEN red team, attack idea, counterarguments, critique, stress test. SkillSearch('redteam') for docs.

SwiftUI UI component catalog. Use when implementing NavigationStack, Swift Charts, PhotosPicker, TipKit, ScrollView enhancements, animations, layouts, WebView, Liquid Glass and other UI components. Organized by feature category with OS version compatibility info. Reference for discovering available components and implementation patterns.

Use this Skill automatically when you need to understand the project structure, find files, or locate code. It provides project-structure navigation and a resource index. Trigger scenarios: - Don't know where a file is - Want to understand the project structure - Looking for the code location of a specific feature - Want to understand module responsibilities - Inspect existing utility classes, components, APIs, or Store - Search for reference code Trigger words: project structure, where is the file, directory, module, code location, find, locate, structure, where, which file, reference, existing

AI-powered document extraction by Nanonets. Converts PDFs, images, and documents to Markdown, JSON, CSV, or HTML with confidence scoring. Use when a user asks to convert a PDF to Markdown, extract invoice data, OCR a scanned document, extract fields from a PDF, parse a receipt, convert tables to CSV, extract data from a bank statement, or otherwise needs structured data extraction.

Fetch recent posts from one or more X/Twitter accounts with the local `twitter` CLI, classify each post as 原创/引用/转推, translate non-Chinese text into Chinese, and export a Markdown digest.

JPA/Hibernate patterns for entity design, associations, query optimization, transactions, auditing, indexing, pagination, and connection pooling in Spring Boot.

GitHub CLI (gh) + Git daily dev workflow — branching, committing, stash, push conflict resolution, PRs, releases, Actions, extensions, and API.

Check the modules/ and core/ directories for existing implementations before creating a new API or module to avoid duplicate code. Call this when you plan to create a new API or module.

Build question/answer-style agents using InteractiveNode primitives, explicit routing, and workflow slices.

Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.

Automated PR quality analyzer that runs git log. Analyzes commit structure, granularity, Conventional Commits compliance, file distribution, and provides a risk assessment.