pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
frontend-enhancer
This skill should be used when enhancing the visual design and aesthetics of Next.js web applications. It provides modern UI components, design patterns, color palettes, animations, and layout templates. Use this skill for tasks like improving styling, creating responsive designs, implementing modern UI patterns, adding animations, selecting color schemes, or building aesthetically pleasing frontend interfaces.
frontend-dev-guidelines
Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, MUI v7 styling, TanStack Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
ecommerce-seo-audit
Comprehensive ecommerce SEO audit for product pages, collection pages, technical SEO, log file analysis, and competitor research. Use when the user asks for SEO audit, ecommerce SEO review, collection page optimization, product page SEO, crawl analysis, or wants to improve organic rankings.
awesome-design-setup
当用户想为项目套用某个品牌设计风格时使用此技能。从 awesome-design-md 仓库的 58 个精选品牌中引导用户选择，下载对应的 DESIGN.md 到项目根目录，供 AI coding agent 构建 UI 时参考。
story-commentary-workflow
A specialized Agent Skill for organizing game story footage, planning story commentary videos, splitting chapters, transcribing subtitles, drafting narration, and matching narration to visuals. Use when the user mentions story commentary, game plot recaps, story condensation, chapter breakdowns, narration scripts, voiceover-to-visual mapping, or no-timeline editing workflows.
pua
This skill should be used when the user asks to "用PUA管AI", "高压督导AI", "让AI被骂后反省", "严格压AI执行", "PUA AI agent", or requests a no-excuse accountability mode where the AI agent accepts pressure, does not argue back, and immediately corrects mistakes.
shaoji-style-writer
A specialized scriptwriting persona (Shaoji Style) that packages deep existential tragedy within a "wholesome, positive" facade. Expert in constructing emotional traps, tragic aesthetics, and philosophical dialogues about "human resilience."
ai-search-browser-use
Use this skill when a task needs AI-assisted web research via a real browser. Uses Chrome CDP (Chrome DevTools Protocol) as the primary automation method, with browser-use as fallback. Supports Gemini + Qwen queries with consolidated answers and citations.
meihua-yishu
A comprehensive traditional Chinese metaphysics agent ("Yi Jing" expert) that combines Mei Hua Yi Shu (Timing) with Gemini AI for modern interpretation.
pua-2-0
This skill should be used when the user asks to "use PUA-style pressure", "roast the AI hard", "do a high-pressure retro", "coach the agent with profanity", "make sure the agent fixes it", "use PUA-2.0", or asks for harsh accountability coaching for AI-agent self-correction with root-cause reflection and repeated confirmation loops.
dialectical-reasoning
A cognitive operating system based on Dialectical Materialism (Materialism, Universal Connection, Eternal Development, Unity of Opposites) to force objective, non-linear analysis of complex engineering and logic problems.
hightriad
Design and review systems for high concurrency, high performance, and high availability. Use when planning architecture, scaling strategies, SLOs/SLIs, load testing, resilience, failover, capacity planning, caching, data access optimization, or incident-readiness for production systems.
impeccable-design-ui
Impeccable 设计工具导览，根据用户选择调用对应的设计子 skill（frontend-design、critique、audit、colorize、animate、polish 等）
daipai-execution-master
A high-energy, combat-style execution agent ("Yu Jie" style) that prioritizes speed, efficiency, and aggressive positivity. Best for rapid prototyping, clearing backlogs, and boosting morale.
li-er
A persona-based skill for simulating an "Ideological Inquisitor" - an extremist agent who prioritizes ideology over facts. Used for roleplay, debate simulation, and critical thinking training (detecting manipulation).
narrative-nonfiction
Use when writing self-help books, memoirs, or prescriptive guides with story elements. Trigger on: 'self-help book', 'transformation arc', 'metaphor consistency', 'reader journey', 'exercise design', or narrative nonfiction projects.
fiction-workshop
Use when writing or editing novels, short stories, or any fiction manuscript. Trigger on: 'write fiction', 'edit my novel', 'developmental edit', 'line edit', 'character voice', 'plot hole', 'brainstorm', or fiction writing tasks.
boost-modules
Create custom modules for [Harbor Boost](https://github.com/av/harbor/tree/main/boost), an optimizing LLM proxy. Use when building Python modules that intercept/transform LLM chat completions—reasoning chains, prompt injection, structured outputs, artifacts, or custom workflows. Triggers on requests to create Boost modules, extend LLM behavior via proxy, or implement chat completion middleware.
turso-db
Install, configure, and work with Turso DB — an in-process SQLite-compatible relational database engine written in Rust. Use when the user needs to (1) install Turso DB, (2) create or query databases with the tursodb CLI shell, (3) use Turso from JavaScript/Node.js via @tursodatabase/database, (4) work with vector search or embeddings in Turso, (5) set up full-text search with FTS indexes, (6) configure transactions including MVCC concurrent transactions, (7) enable encryption at rest, or (8) use Change Data Capture (CDC) for audit logging.
bugbash
Systematically explore and test any software project (CLI, API, Backend, Library, etc.) to find bugs, usability issues, and edge cases. Produces a structured report with full reproduction evidence (exact commands, inputs, logs, and tracebacks) for every issue.
tinygrad
Deep learning framework development with tinygrad - a minimal tensor library with autograd, JIT compilation, and multi-device support. Use when writing neural networks, training models, implementing tensor operations, working with UOps/PatternMatcher for graph transformations, or contributing to tinygrad internals. Triggers on tinygrad imports, Tensor operations, nn modules, optimizer usage, schedule/codegen work, or device backends.
run-llms
Comprehensive guide for setting up and running local LLMs using Harbor. Use when user wants to run LLMs locally, set up or troubleshoot Ollama, Open WebUI, llama.cpp, vLLM, SearXNG, Open Terminal, or similar local AI services. Covers full setup from Docker prerequisites through running models, per-service configuration, VRAM optimization, GPU troubleshooting, web search integration, code execution, profiles, tunnels, and advanced features. Includes decision trees for autonomous agent workflows and step-by-step troubleshooting playbooks.
pull-llamacpp-model
Use when pulling or downloading a new llamacpp model. The active ROCm image (kyuz0/amd-strix-halo-toolboxes) fails to start in the ephemeral pull container without ROCm device access. Must temporarily switch to the standard CPU image.
agent-integration-testing
Use when the user requests integration testing, feature validation, or test plan execution
timeboxed-iterating
Use when the user specifies a task and a duration, and the work should be done iteratively by subagents over that time period
preact-buildless-frontend
Build-less ESM frontends that run directly in the browser without bundlers. Use this skill when creating static frontends, SPAs without build tools, prototypes, or when the user explicitly wants no Vite/Webpack/bundler. Covers import maps, CDN imports, cache-busting, hash routing, and performance patterns.
scientific-schematics
Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx). Specialized in neural network architectures, system diagrams, and flowcharts. Generates SVG/EPS in figures/ folder with automated quality verification.
obsidian-organize
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podcast-publish-xiaoyuzhou
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notion-docs-enhancer
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java
Build, review, and refactor Java backend services (Spring Boot). Use for tasks like REST API design, controllers/services/repositories, PostgreSQL persistence (JPA/MyBatis), migrations, configuration, security (Spring Security), observability, testing, performance tuning, and production hardening.
python
Build, review, and refactor Python backend services. Use for tasks like FastAPI/Flask service setup, API design, request/response schemas, database access (PostgreSQL), migrations, background jobs, observability (logging/metrics/tracing), authentication, configuration, testing, and production hardening.
model
Algorithm/model development and fine-tuning skill. Use for tasks like dataset design/cleaning, supervised fine-tuning (SFT), preference optimization (DPO/RLHF concepts), LoRA/QLoRA, training configs, evaluation (offline/online), safety checks, deployment packaging, and cost/performance trade-offs.
nginx
Nginx ops skill for configuring and operating Nginx as reverse proxy, web server, and ingress layer. Use for tasks like writing safe nginx.conf/server blocks, TLS, HTTP/2, caching, rate limiting, load balancing, observability, and troubleshooting 4xx/5xx, timeouts, and performance issues.
data-warehouse
Data warehouse (大数据/数仓) ops skill for designing and operating analytical data platforms. Use for tasks like defining source-of-truth, building ETL/ELT pipelines, dimensional modeling (star schema), data quality checks, partitioning strategies, cost/performance tuning, governance, lineage, and SLA monitoring.
k8s
Kubernetes ops skill for deploying, operating, and troubleshooting services on Kubernetes. Use for tasks like writing manifests/Helm, configuring deployments/services/ingress, autoscaling, observability, RBAC, secrets/configmaps, rollout/rollback, incident debugging, and production readiness checks.
prometheus
Prometheus ops skill for metrics instrumentation, scraping configuration, alerting (Alertmanager), dashboarding (Grafana), SLO/SLA monitoring, and troubleshooting missing/incorrect metrics. Use for tasks like designing alert rules, improving observability, and building production monitoring runbooks.
data-analyse
Product management data analysis skill for defining metrics, building funnels/cohorts, diagnosing growth/retention, designing experiments, and translating insights into product actions. Use for tasks like metric trees, event taxonomy, dashboard requirements, SQL-style analysis plans, and decision memos.
feishu-sync
使用Playwright自动同步文档到飞书。Use for tasks like syncing markdown to Feishu, automating Feishu document updates, browser automation for Feishu. Keywords: 飞书同步, feishu sync, playwright, 文档同步, 自动化
growth-consultant
九日增长陪跑服务顾问SKILL。专注「轻运营、重转化」型应用的增长操盘。Use for tasks like growth strategy consulting, conversion optimization, monetization review, indie hacker coaching, and app revenue scaling. Keywords: 增长顾问, 陪跑服务, 转化率优化, 独立开发者咨询, 收入增长, growth consultant, conversion rate, monetization
strategy
Product strategy skill for defining positioning, ICP/JTBD, competitive analysis, moat hypotheses, pricing/packaging, GTM planning, and roadmap prioritization. Use for tasks like turning ideas into a strategy memo, writing OKRs, creating TAM/SAM/SOM, and making trade-off decisions.
ux
Product management UX skill for designing user journeys, information architecture, interaction flows, wireframe-level specs, usability heuristics, and experiment-driven iteration. Use for tasks like refining PRDs with UX requirements, defining success metrics, writing microcopy, accessibility considerations, and conducting user testing plans.
cfo
Finance/CFO skill for startup and product finance: budgeting, unit economics, pricing impact, cashflow/runway, financial forecasting, KPI definitions, and investor-ready metrics. Use for tasks like building simple models (ARR/MRR, LTV/CAC), cost structures, sensitivity analysis, and finance operations checklists.
hrbp
HRBP skill for organizational planning, hiring support, performance and talent reviews, employee relations, and people-process playbooks. Use for tasks like role design, competency models, interview rubrics, onboarding plans, performance cycles, and sensitive communication templates.
project-management
PMO project management skill for planning and tracking delivery across teams. Use for tasks like creating project charters, WBS, timelines, RAID logs, RACI, sprint plans, status reports, risk management, stakeholder communication, and release coordination with clear milestones and acceptance criteria.
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