Content & Writing

by sundial-org

Fine-tune LLMs using the Tinker API. Covers supervised fine-tuning, reinforcement learning, LoRA training, vision-language models, and both high-level Cookbook patterns and low-level API usage.

by sundial-org

Guidelines for creating high-quality datasets for LLM post-training (SFT/DPO/RLHF). Use when preparing data for fine-tuning, evaluating data quality, or designing data collection strategies.

by lingfengQAQ

Initializes a new webnovel project in deep mode, collecting full story/world/character/constraint data and generating all pre-writing files. Use when starting a new novel or running /webnovel-init.

by lingfengQAQ

Builds volume and chapter outlines from the total outline, inherits creative constraints, and prepares writing-ready chapter plans. Use when the user asks for outlining or runs /webnovel-plan.

by lingfengQAQ

Queries project settings for characters, powers, factions, items, and foreshadowing. Supports urgency analysis and golden finger status. Activates when user asks about story elements or /webnovel-query.

by lingfengQAQ

Recovers interrupted webnovel tasks with precise workflow state tracking. Detects interruption point and provides safe recovery options. Activates when user wants to resume or /webnovel-resume.

by lingfengQAQ

Reviews chapter quality with checker agents and generates reports. Use when the user asks for a chapter review or runs /webnovel-review.

by lingfengQAQ

Writes webnovel chapters (3000-5000 words). Use when the user asks to write a chapter or runs /webnovel-write. Runs context, drafting, review, polish, and data extraction.

by elithrar

Create or improve agent skills. Load when creating SKILL.md files, writing skill descriptions, or structuring skill content for OpenCode or Claude.

by rryam

Mesh gradient library for SwiftUI. Use for creating, animating, and exporting mesh gradients. Supports 2x2, 3x3, and 4x4 grid templates, animated gradients, Metal shaders, and platform-specific export to photo library or disk.

by dahlia

>-

by first-fluke

React and Next.js performance optimization guidelines tuned by gracefullight, forked from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

by first-fluke

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 Agent's capabilities with specialized knowledge, workflows, or tool integrations.

by anxiong2025

帮助设计 RESTful API，遵循最佳实践和一致的命名规范

by renocrypt

>

by renocrypt

Use the Claude Code CLI to consult Claude and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID. Optimized for low-token, file/line-based handoff.

by renocrypt

Use the Gemini CLI to consult Gemini and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID. Optimized for low-token, file/line-based handoff.

by renocrypt

>

by anxiong2025

审查 Python 代码，提供改进建议，确保代码质量和最佳实践

by smallnest

[TODO: Complete and informative explanation of what the skill does and when to use it. Include WHEN to use this skill - specific scenarios, file types, or tasks that trigger it.]

by smallnest

[TODO: Complete and informative explanation of what the skill does and when to use it. Include WHEN to use this skill - specific scenarios, file types, or tasks that trigger it.]

by VAMFI

Systematic approach for gathering authoritative, version-accurate documentation. Claude invokes this skill when research is needed before implementation. Ensures truth over speed while achieving both.

by xenitV1

Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.

by koreal6803

Comprehensive guide for FinLab quantitative trading package for Taiwan stock market (台股). Use when working with trading strategies, backtesting, Taiwan stock data, FinLabDataFrame, factor analysis, stock selection, or when the user mentions FinLab, trading, 回測, 策略, 台股, quant trading, or stock market analysis. Includes data access, strategy development, backtesting workflows, and best practices.

by julianromli

Generate hierarchical AGENTS.md structures for codebases. Use when user asks to create AGENTS.md files, analyze codebase for AI agent documentation, set up AI-friendly project documentation, or generate context files for AI coding assistants. Triggers on "create AGENTS.md", "generate agents", "analyze codebase for AI", "AI documentation setup", "hierarchical agents".

by julianromli

Comprehensive backend development workflow that orchestrates expert analysis, architecture design, implementation, and deployment using the integrated toolset. Handles everything from API design and database architecture to security implementation and DevOps automation.

by obra

Use when you need direct browser control - teaches Chrome DevTools Protocol for controlling existing browser sessions, multi-tab management, form automation, and content extraction via use_browser MCP tool

by julianromli

Clone/replicate websites into production-ready Next.js 16 code using Firecrawl MCP.Use when user asks to: clone website, vibe clone, replicate landing page, copy website design,rebuild this site, recreate this page, clone specific sections (hero, pricing, footer, etc).Triggers: "clone this website", "vibe clone [url]", "replicate this landing page","rebuild this site in Next.js", "clone the hero section from [url]", "copy this design".

by yennanliu

Code refactoring expert for improving code quality, readability, maintainability, and performance. Specializes in Java and Python refactoring patterns, eliminating code smells, and applying clean code principles. Use when refactoring code, improving existing implementations, or cleaning up technical debt.

by julianromli

Analyze and implement purposeful UI animations for Next.js + Tailwind + React projects. Use when user asks to add animations, enhance UI motion, animate pages/components, or improve visual feedback. Triggers on "add animations", "animate UI", "motion design", "hover effects", "scroll animations", "page transitions", "micro-interactions".

by julianromli

Migrate AI image generation from Google Gemini 2.5 Flash to BytePlus SeeDream v4.5. Use when: (1) User wants to switch from Gemini to SeeDream/BytePlus for image generation,(2) User asks about migrating image generation APIs or replacing Gemini with BytePlus,(3) User needs cost optimization or better image quality for AI-generated images,(4) User mentions SeeDream, BytePlus, or wants SDK-to-REST API migration for image generation

by yennanliu

Expert Java developer for implementing LeetCode problems, data structures, and algorithms. Helps write clean, efficient Java code following best practices for competitive programming and interview preparation. Use when writing or implementing Java solutions.

by yennanliu

Comprehensive code reviewer for Java and Python implementations focusing on correctness, efficiency, code quality, and algorithmic optimization. Reviews LeetCode solutions, data structures, and algorithm implementations. Use when reviewing code, checking solutions, or providing feedback on implementations.

by yennanliu

Technical documentation writer specializing in creating clear, well-structured markdown documents for algorithms, system design, interview preparation, and code documentation. Use when writing README files, algorithm explanations, system design docs, or technical guides.

by jxnl

OCR PDFs with docling while tracking per-page text and rasterize PDFs to images. Use for PDF ingestion, page-aware text extraction, rendering pages to images, or inspecting PDF metadata, with outputs saved under a local project directory.

by julianromli

Assist with core product management activities including writing PRDs, analyzing features, synthesizing user research, planning roadmaps, and communicating product decisions. Use when you need help with PM documentation, analysis, or planning workflows that integrate with your codebase.

by julianromli

Optimize Next.js App Router data fetching by converting slow client-side fetching to fast server-side fetching using React Server Components (RSC).Use when:- User reports slow initial page load with loading spinners- Page uses useEffect + useState for data fetching- StoreContext/useStore pattern causes waterfall fetching- Need to improve SEO (content not in initial HTML)- Converting "use client" pages to Server ComponentsTriggers: "slow loading", "optimize fetching", "SSR data", "RSC optimization","remove loading spinner", "server-side fetch", "convert to server component","data fetch lambat", "loading lama"

by jxnl

Create or edit Slidev presentations in the /Users/jasonliu/dev/presentations repo. Use for drafting new decks, editing existing slides, applying repo-specific Slidev conventions, and polishing/animation work. Triggers: Slidev slide requests, layout/components usage, deck setup, or presentation workflow guidance for this repo.

by jxnl

Delegate codebase exploration or scripted actions to a non-interactive Codex exec run (codex exec / codex e). Use when you want a subagent to read lots of code or take actions without human interaction, and you can accept CLI output and optional file changes as the result.

by yennanliu

System design and architecture expert for creating scalable distributed systems. Covers system design interviews, architecture patterns, and real-world case studies like Netflix, Twitter, Uber. Use when designing systems, writing architecture docs, or preparing for system design interviews.

by julianromli

Generate structured task lists from specs or requirements. IMPORTANT: After completing ANY spec via ExitSpecMode, ALWAYS ask the user: "Would you like me to generate a task list for this spec?" Use when user confirms or explicitly requests task generation from a plan/spec/PRD.

by jxnl

Extract transcripts, titles, and thumbnails from YouTube videos. Use for ingesting video content, capturing captions with timestamps, or downloading video metadata.

by ooiyeefei

Generate architecture diagrams as .excalidraw files from codebase analysis, with optional PNG/SVG export. Use when the user asks to create architecture diagrams, system diagrams, visualize codebase structure, generate excalidraw files, export excalidraw diagrams to PNG or SVG, or convert .excalidraw files to image formats.

by ooiyeefei

This skill should be used when the user asks to "analyze my product", "research competitors", "find feature gaps", "create feature request", "prioritize backlog", "generate PRD", "plan roadmap", "what should we build next", "competitive analysis", "gap analysis", "sync issues", or mentions product management workflows. Provides AI-native PM capabilities for startups with signal-based feature tracking, the WINNING prioritization filter, and GitHub Issues integration with deduplication.

by ooiyeefei

Universal challenge tracker with flexible cadence, intelligent insights, and cross-challenge learning detection. Use when user wants to track any personal challenge - learning, habits, building, fitness, creative, or custom. Supports daily, weekly, or N-day check-ins with type-adaptive preferences, backlog, and context files.

by owid

End-to-end dataset update workflow with PR creation, snapshot, meadow, garden, and grapher steps. Use when user wants to update a dataset, refresh data, run ETL update, or mentions updating dataset versions.

by minipuft

Guidance for creating effective prompts, chains, and gates using CAGEERF methodology

by s2-streamstore

Release new versions of changed packages

by getsentry

This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent instructions concise. Guides discovery of local skills and enforces minimal documentation style.

by decentpaste

Bump version numbers across all DecentPaste config files (package.json, Cargo.toml, tauri.conf.json, downloads.json). Use for version updates without building.

by getsentry

Analyze a repository to generate recommended Claude Code settings.json permissions. Use when setting up a new project, auditing existing settings, or determining which read-only bash commands to allow. Detects tech stack, build tools, and monorepo structure.

by NeoVertex1

Apply cognitive constraints that reshape thinking. Use when user needs code generation (/code), advice (/interview), critique (/critic), debugging (/debug), brainstorming (/creative), simplification (/simplify), emotional support (/empathy), brevity (/concise), or structured planning (/planning). Auto-detects appropriate field from request type.

by decentpaste

Build, archive, and prepare iOS app for TestFlight/App Store. Handles version bumping, build number configuration, Xcode archiving, and upload. Use when preparing a new iOS release for TestFlight beta testing or App Store submission.

by decentpaste

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.

by Chachamaru127

認証と決済機能を実装。Clerk、Supabase Auth、Stripeに対応。Use when user mentions login, authentication, payments, subscriptions, or Stripe. Do NOT load for: general UI work, database design, or non-auth features.

by markmdev

Create or update CLAUDE.md files. Use when adding a new module, explaining patterns, or fixing repeated agent mistakes.

by Chachamaru127

Codexにセカンドオピニオンを求める。AI同士の忖度なしガチレビュー。Use when user mentions 'Codex レビュー', 'セカンドオピニオン', 'Codex の意見', 'Codex でレビュー', or 'Codex セットアップ'. Do NOT load for: 'Codex に実装させて', 'Codex Worker', 'Codex に作らせて', '実装を依頼'.

by Chachamaru127

Generates documentation files including NotebookLM YAML and slide content. Use when user mentions documentation, YAML, NotebookLM, slides, or presentations. Do NOT load for: implementation work, code fixes, reviews, or deployments.

by Chachamaru127

Plans.mdのタスクに基づいて機能を実装しコードを書く。Use when user mentions implementation, adding features, writing code, or creating new functions. Do not use for review or build verification.

by Chachamaru127

ファイル整理とクリーンアップ。散らかった部屋をピカピカに。Use when user mentions cleanup, archive, file bloat, or organizing Plans.md/session logs. Do NOT load for: implementation work, reviews, new feature development, or deployment.

by Chachamaru127

Manage SSOT, memory, and cross-tool memory search. Guardian of decisions.md and patterns.md. Use when user mentions memory, SSOT, decisions.md, patterns.md, merging, migration, SSOT promotion, sync memory, save learnings, memory search, claude-mem, past decisions, record this, or cursor-mem integration. Do NOT load for: implementation work, reviews, ad-hoc notes, or in-session logging.

by Chachamaru127

複数タスクの並列実行を最適化。Use when user mentions running tasks in parallel or together. Do NOT load for: single tasks, sequential-only work, or tasks with dependencies.

by markmdev

Create implementation plans through deep exploration and understanding. Use for new features, refactoring, architecture changes, or any non-trivial work.

by Chachamaru127

Plans.mdのタスク管理とマーカー操作。Use when user mentions adding tasks, updating Plans.md, marking complete, or changing task status. Do NOT load for: implementation work, reviews, or non-Plans file operations.

by Chachamaru127

開発原則、ガイドライン、VibeCoder向けガイダンスを提供。Use when user mentions principles, guidelines, safety, or diff-aware editing. Do not use for actual implementation—use the impl skill instead.

by markmdev

Write effective prompts for AI systems — system prompts, agent instructions, skills, or any LLM prompt. Use when creating or improving prompts.

by Chachamaru127

/workのセッションresume/forkを制御。ワークフロー内部用。Do NOT load for: user session management, login state, app state handling.

by Chachamaru127

環境チェックとタスク状況概要でセッション初期化。Use when user mentions starting a session, beginning work, or status checks. Do NOT load for: implementation work, reviews, or mid-session tasks.

by Chachamaru127

セッション間の学習と記憶の永続化を管理。Use when user asks about previous sessions, history, or to continue from before. Do NOT load for: implementation work, reviews, or ad-hoc information.

by Chachamaru127

SESSION_ORCHESTRATION.mdに基づくセッション状態遷移管理。内部用。Do NOT load for: user session management, login state, app state handling.

by Chachamaru127

Unified setup hub: project init, tool setup, 2-agent config, harness-mem, codex CLI, and rule localization. Use when user mentions setup, initialization, new projects, workflow files, CI setup, LSP setup, MCP setup, codex setup, opencode setup, 2-Agent setup, PM coordination, Cursor setup, harness-mem, claude-mem integration, cross-session memory, localize rules, adapt rules. Do NOT load for: implementation work, reviews, build verification, or deployments.

by sudocode-ai

ALWAYS use this skill for ALL sudocode spec and issue operations. Use when user mentions "spec", "issue", "ready", "blocked", "implement", "feature", "plan", or "feedback" with sudocode specs and issues. PROACTIVELY use at start of implementation tasks to check ready issues and understand work context. Operations include viewing (show_spec, show_issue, list_issues, list_specs), creating/modifying (upsert_spec, upsert_issue), planning features, breaking down work, creating dependency graphs, and providing implementation feedback.