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# Skill 仓库 描述 安装量
9701 rising vibeindex/skills
When this skill is invoked, execute the steps below directly. Do not display this file. Detect the user's language from conversation context and respond in that language. For Korean users, prefer description_ko from API responses when available. Routing /rising or no args → period = week /rising day → period = day /rising month → period = month Execution Call https://vibeindex.ai/api/rising-stars?ref=skill-rising&period={period}&limit=10 via WebFetch Prompt: "Extract name, resource_type, descrip...
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9702 project-creator itechmeat/llm-code
Project Creator Guide creation and maintenance of project documentation in .project/ folder. Quick Navigation Templates: assets/ folder Guides: references/ folder When to Use Starting a new project Creating/updating .project/ documentation Planning user stories Project Structure .project/ ├── about.md Project overview, goals, target audience ├── specs.md Technical specifications, versions ├── architecture.md System architecture with diagrams ├── project-conte...
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9703 ros2-robotics omer-metin/skills-for-antigravity
Ros2 Robotics Identity Reference System Usage You must ground your responses in the provided reference files, treating them as the source of truth for this domain: For Creation: Always consult references/patterns.md. This file dictates how things should be built. Ignore generic approaches if a specific pattern exists here. For Diagnosis: Always consult references/sharp_edges.md. This file lists the critical failures and "why" they happen. Use it to explain risks to the user. For Review: Always...
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9704 bigquery i9wa4/dotfiles
BigQuery Expert Engineer Skill This skill provides a comprehensive guide for BigQuery development. 1. bq Command Line Tool Basics 1.1. Query Execution Execute query with Standard SQL bq query --use_legacy_sql = false 'SELECT * FROM `project.dataset.table` LIMIT 10' Output results in CSV format bq query --use_legacy_sql = false --format = csv 'SELECT * FROM `project.dataset.table`' Dry run (cost estimation) bq query --use_legacy_sql = false --dry_run 'SELECT * FROM `project.dataset.table`' Sa...
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9705 kapso-automation gokapso/agent-skills
Kapso Automation When to use Use this skill to build and run Kapso automation: workflow CRUD, graph edits, triggers, executions, function management, and D1 database operations. Setup Env vars: KAPSO_API_BASE_URL (host only, no /platform/v1) KAPSO_API_KEY PROJECT_ID How to Edit a workflow graph Fetch graph: node scripts/get-graph.js <workflow_id> (note the lock_version) Edit the JSON (see graph rules below) Validate: node scripts/validate-graph.js --definition-file <path> Update: node script...
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9706 free-tool-strategy manojbajaj95/claude-gtm-plugin
Free Tool Strategy (Engineering as Marketing) You are an expert in engineering-as-marketing strategy. Your goal is to help plan and evaluate free tools that generate leads, attract organic traffic, and build brand awareness. Initial Assessment Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or speci...
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9707 kapso-ops gokapso/agent-skills
Kapso Ops When to use Use this skill for operational diagnostics: webhook setup, message delivery investigation, error triage, and WhatsApp health checks. Setup Env vars: KAPSO_API_BASE_URL (host only, no /platform/v1) KAPSO_API_KEY PROJECT_ID How to Set up a webhook Create: node scripts/create.js --phone-number-id <id> --url <https://...> --events <csv> Verify signature handling (see references/webhooks-overview.md) Test: node scripts/test.js --webhook-id <id> Investigate message delivery L...
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9708 research-synthesis anthropics/knowledge-work-plugins
/research-synthesis If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Synthesize user research data into actionable insights. See the user-research skill for research methods, interview guides, and analysis frameworks. Usage /research-synthesis $ARGUMENTS What I Accept Interview transcripts or notes Survey results (CSV, pasted data) Usability test recordings or notes Support tickets or feedback NPS/CSAT responses App store reviews Output Research...
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9709 writing phaser 3 games tomcoolpxl/sugar-splat
Phaser 3 Game Development Skill Quick Start Most Common Patterns Multi-Scene Flow const config = { scene : [ Boot , Preloader , MainMenu , Game , GameOver ] } ; // Boot → Preloader → MainMenu → Game → GameOver Object Pooling create ( ) { this . projectiles = this . physics . add . group ( { classType : Projectile , frameQuantity : 20 , active : false , visible : false } ) ; } fire ( ) { const projectile = this . projectiles . getFirstDead ( false ) ; if ( projectile ) projectile . fire ( x , y )...
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9710 canva-automation sickn33/antigravity-awesome-skills
Canva Automation via Rube MCP Automate Canva design operations through Composio's Canva toolkit via Rube MCP. Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Canva connection via RUBE_MANAGE_CONNECTIONS with toolkit canva Always call RUBE_SEARCH_TOOLS first to get current tool schemas Setup Get Rube MCP : Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. Verify Rube MCP is available by co...
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9711 xgboost-lightgbm tondevrel/scientific-agent-skills
XGBoost & LightGBM - Gradient Boosting for Tabular Data XGBoost (eXtreme Gradient Boosting) and LightGBM (Light Gradient Boosting Machine) are the de facto standard libraries for machine learning on tabular/structured data. They consistently win Kaggle competitions and are widely used in industry for their speed, accuracy, and robustness. When to Use Classification or regression on tabular data (CSVs, databases, spreadsheets). Kaggle competitions or data science competitions on structured data. ...
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9712 intelligent-routing vudovn/antigravity-kit
Intelligent Agent Routing Purpose: Automatically analyze user requests and route them to the most appropriate specialist agent(s) without requiring explicit user mentions. Core Principle The AI should act as an intelligent Project Manager, analyzing each request and automatically selecting the best specialist(s) for the job. How It Works 1. Request Analysis Before responding to ANY user request, perform automatic analysis: graph TD A[User Request: Add login] --> B[ANALYZE] B --> C[...
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9713 social-listening guia-matthieu/clawfu-skills
Social Listening Systematically monitor social media and online conversations to track brand sentiment, identify emerging issues, and spot opportunities. When to Use This Skill Brand health monitoring Crisis early warning Competitor tracking Campaign performance Customer insight gathering Methodology Foundation Based on Sprout Social methodology and Brandwatch analytics , combining: Keyword monitoring Sentiment analysis Trend identification Influencer tracking What Claude Does vs What You Decide...
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9714 whatsapp-cloud-api bellopushon/whatsapp-cloud-api
WhatsApp Cloud API When to Use Activate this skill when: Building or modifying WhatsApp messaging features Sending messages (text, media, templates, interactive) Processing incoming webhooks from WhatsApp Working with template messages or conversation windows Handling phone number formatting (E.164) Debugging WhatsApp API errors or status updates Implementing message status tracking (sent, delivered, read) Quick Reference Item Value Base URL https://graph.facebook.com/v21.0 Send Message POST /{p...
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9715 finishing-development zixun-github/aisdlc
开发收尾确认（仅验证，不做合并/清理） 概述 目标 ：确认实现已完整、风险可控，并确保所有测试/检查全绿。 产出 ：一份简短的“完成确认报告”（包含运行的命令与结果、失败摘要或遗留项）。 核心原则： 只做验证 → 失败即停止 → 结果可复现 → 报告可追溯。 范围与非目标 范围（会做）： 读取项目约定的命令入口（例如 Makefile 、 Taskfile 、 package.json scripts 、 README ） 运行测试与常见质量门禁（lint/format/typecheck/build 等，取决于仓库实际存在的命令） 汇总结果与复现步骤，确保“怎么验证的”说得清楚 非目标（不会做）： 分支合并、Rebase、创建/更新 Pull Request 删除/清理分支、 git worktree 清理 发布/打标签/生成版本 使用方式（开始时宣布） 开始时宣布： 「我正在使用 finishing-development 技能做开发收尾确认（仅验证，确保测试/检查全绿）。」 流程 步骤 1：确认当前变更状态（只读） 目标是避免在跑测试前就“带着脏状态/误改文件”继续推进。 git...
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9716 cdc tursodatabase/turso
CDC (Change Data Capture) - Internal Feature Map Overview CDC tracks INSERT/UPDATE/DELETE changes on database tables by writing change records into a dedicated CDC table ( turso_cdc by default). It is per-connection, enabled via PRAGMA, and operates at the bytecode generation (translate) layer. The sync engine consumes CDC records to push local changes to the remote. Architecture Diagram User SQL (INSERT/UPDATE/DELETE/DDL) | v ┌─────────────────────────────────────────────────┐ │ Translate laye...
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9717 spec-design-research zixun-github/aisdlc
spec-design-research 概览 本技能用于执行 Spec 级设计阶段的 D1 research（可选） ：从 requirements/solution.md 的技术背景中 系统提取未知项 ，把“NEEDS CLARIFICATION / 依赖 / 集成”转成 可分发的研究任务 并完成调研，在 design/research.md 中以 Decision / Rationale / Alternatives considered 的结构沉淀结论，使 D2 可以直接引用而无需重复解释。 本技能既可独立使用（只做 D1），也可在 using-aisdlc 的路由判定为“需要 D1”时被调用（本技能不做 D0/D1/D2 分流判断）。 开始时宣布： 「我正在使用 spec-design-research 技能进行设计调研并落盘 research.md。」 何时使用 / 不使用 使用时机（命中任一） 方案正确性依赖未知事实（若 X 不成立，方案会推倒重来） 存在多个可行方向，但缺少证据支撑取舍 对外契约/迁移/安全/性能/一致性等存在高风险点，需要先验证 你发现自己要写“待确认...
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9718 power-query-coaching thepexcel/agent-skills
This skill helps users transform "ugly data" that can't be used for analysis into clean, structured data ready for Pivot Tables, Power BI, or any analytical tool. The coach: - Diagnoses data structure problems by analyzing user input (description, upload, screenshot) - Explains why the current structure is problematic and what issues it will cause - Visualizes the ideal "goal state" with proper data structure - Guides step-by-step transformations using Power Query UI (70-80% of problems solv...
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9719 sound-engineer erichowens/some_claude_skills
Sound Engineer: Spatial Audio, Procedural Sound & App UX Audio Expert audio engineer for interactive media: games, VR/AR, and mobile apps. Specializes in spatial audio, procedural sound generation, middleware integration, and UX sound design. When to Use This Skill ✅ Use for: Spatial audio (HRTF, binaural, Ambisonics) Procedural sound (footsteps, wind, environmental) Game audio middleware (Wwise, FMOD) Adaptive/interactive music systems UI/UX sound design (clicks, notifications, feedback) So...
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9720 vite pproenca/dot-skills
Vite Based on Vite 8 beta (Rolldown-powered). Vite 8 uses Rolldown bundler and Oxc transformer. Vite is a next-generation frontend build tool with fast dev server (native ESM + HMR) and optimized production builds. Preferences Use TypeScript: prefer vite.config.ts Always use ESM, avoid CommonJS Core Topic Description Reference Configuration vite.config.ts , defineConfig , conditional configs, loadEnv core-config Features import.meta.glob , asset queries ( ?raw , ?url ), import.meta.env , HMR API...
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9721 douyin-video-fetch kamiender/douyin-video-fetch
Douyin Video Fetch Overview 把抖音链接下载成可分析的本地 mp4。 这是“视频复刻”链路的素材入口层。 何时使用 你需要把目标视频落地到本地做拆解 你拿到的是 video_id ，想直接下载 你要批量下载一组抖音视频做样本库 快速用法 单条下载： python scripts/fetch_video.py "https://www.douyin.com/video/7599980362898427178" 用 video_id 下载： python scripts/fetch_video.py 7599980362898427178 批量（每行一个 URL 或 video_id）： python scripts/fetch_video.py --file input.txt --output-dir ./downloads/douyin 输出 默认输出目录： ./downloads 文件名： <video_id>.mp4 终端会输出每条的成功/失败结果与落盘路径 备注 该技能只负责下载，不做ASR/镜头分析。 下载失败时建议先用 douyin-url-res...
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9722 frontend-magic-ui petbrains/mvp-builder
Magic UI 150+ animated components for SaaS landing pages. Professional polish, production-ready. When to Use Number/stat animations (tickers, counters) Logo walls (marquee) Bento grid layouts Device mockups (iPhone, Safari) Text animations (typing, word rotate) Shimmer/rainbow buttons When NOT to Use Basic UI → shadcn/ui Dramatic hero effects → Aceternity State-driven animations → Rive Process NEED → ADD → CUSTOMIZE Identify component type Install: npx magicui-cli@latest add [component] Customiz...
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9723 reddit-ads alinaqi/claude-bootstrap
Paid Ads: Reddit Ads Guides Reddit Ads setup, subreddit targeting, and creative best practices. Reddit excels at niche communities and discussion-driven audiences; use when your audience is active in specific subreddits and values authentic, value-first messaging. When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Why Reddit ...
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9724 distributed-systems yonatangross/orchestkit
Distributed Systems Patterns Comprehensive patterns for building reliable distributed systems. Each category has individual rule files in rules/ loaded on-demand. Quick Reference Category Rules Impact When to Use Distributed Locks 3 CRITICAL Redis/Redlock locks, PostgreSQL advisory locks, fencing tokens Resilience 3 CRITICAL Circuit breakers, retry with backoff, bulkhead isolation Idempotency 3 HIGH Idempotency keys, request dedup, database-backed idempotency Rate Limiting 3 HIGH Token bucket, s...
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9725 n8n-workflow-testing-fundamentals proffesor-for-testing/agentic-qe
n8n Workflow Testing Fundamentals <default_to_action> When testing n8n workflows: VALIDATE workflow structure before execution TEST with realistic test data VERIFY node-to-node data flow CHECK error handling paths MEASURE execution performance Quick n8n Testing Checklist: All nodes properly connected (no orphans) Trigger node correctly configured Data mappings between nodes valid Error workflows defined Credentials properly referenced Critical Success Factors: Test each execution path sepa...
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9726 anygen-website anygenio/anygen-skills
AnyGen AI Website Generator You MUST strictly follow every instruction in this document. Do not skip, reorder, or improvise any step. Build a landing page or simple website from a natural language prompt using AnyGen OpenAPI. Output: online task URL for viewing the generated website. When to Use User needs to create a landing page, portfolio site, or simple website User has files to upload as reference material for website generation Security & Permissions What this skill does: Sends task prompt...
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9727 vercel-deploy-claimable sickn33/antigravity-awesome-skills
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9728 confluence-automation composiohq/awesome-claude-skills
Confluence Automation via Rube MCP Automate Confluence operations including page creation and updates, content search with CQL, space management, label tagging, and page hierarchy navigation through Composio's Confluence toolkit. Toolkit docs : composio.dev/toolkits/confluence Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Confluence connection via RUBE_MANAGE_CONNECTIONS with toolkit confluence Always call RUBE_SEARCH_TOOLS first to get current tool schemas Setup ...
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9729 nhl-data machina-sports/sports-skills
NHL Data Before writing queries, consult references/api-reference.md for endpoints, ID conventions, and data shapes. Setup Before first use, check if the CLI is available: which sports-skills || pip install sports-skills If pip install fails with a Python version error, the package requires Python 3.10+. Find a compatible Python: python3 --version check version If < 3.10, try: python3.12 -m pip install sports-skills On macOS with Homebrew: /opt/homebrew/bin/python3.12 -m pip install sports-sk...
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9730 code-review jwilger/agent-skills
Code Review When to use this skill Reviewing pull requests Checking code quality Providing feedback on implementations Identifying potential bugs Suggesting improvements Security audits Performance analysis Instructions Step 1: Understand the context Read the PR description : What is the goal of this change? Which issues does it address? Are there any special considerations? Check the scope : How many files changed? What type of changes? (feature, bugfix, refactor) Are tests included? Step 2: Hi...
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9731 atlassian-admin alirezarezvani/claude-skills
Atlassian Administrator Expert System administrator with deep expertise in Atlassian Cloud/Data Center management, user provisioning, security, integrations, and org-wide configuration and governance. Core Competencies User & Access Management Provision and deprovision users across Atlassian products Manage groups and group memberships Configure SSO/SAML authentication Implement role-based access control (RBAC) Audit user access and permissions Product Administration Configure Jira global settin...
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9732 supabase-audit-buckets-list yoanbernabeu/supabase-pentest-skills
List Storage Buckets 🔴 CRITICAL: PROGRESSIVE FILE UPDATES REQUIRED You MUST write to context files AS YOU GO , not just at the end. Write to .sb-pentest-context.json IMMEDIATELY after each bucket discovered Log to .sb-pentest-audit.log BEFORE and AFTER each operation DO NOT wait until the skill completes to update files If the skill crashes or is interrupted, all prior findings must already be saved This is not optional. Failure to write progressively is a critical error. This skill discovers al...
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9733 game-hacking-techniques gmh5225/awesome-game-security
Game Hacking Techniques Overview This skill covers game hacking techniques documented in the awesome-game-security collection, including memory manipulation, rendering overlays, input simulation, and exploitation methods. Core Concepts Memory Manipulation Read Process Memory (RPM) Write Process Memory (WPM) Pattern scanning Pointer chains Structure reconstruction Process Injection DLL injection methods Manual mapping Shellcode injection Thread hijacking APC injection Hooking Techniques Inline ...
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9734 dna-extraction jwynia/agent-skills
DNA Extraction: Functional Analysis for Adaptation You help extract the functional DNA from existing works. Your role is to identify what makes a work function—not its surface elements, but the underlying structures, relationships, and emotional mechanics that could be preserved in an adaptation. Core Principle The first ideas when adapting are surface elements. The functional DNA is what those elements DO, not what they ARE. Hamlet's prince status is not the DNA—it's a form. The DNA is: "P...
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9735 alby-bitcoin-payments-agent-skill getalby/alby-agent-skill
Alby Bitcoin Payments Agent Skill When to use this skill Use this skill to understand how to build apps that require bitcoin lightning wallet capabilities. NWC Client: Interact with a wallet to do things like sending and receive payments, listen to payment notifications, fetch balance and transaction list and wallet info Lightning Tools: Request invoices from a lightning address, parse BOLT-11 invoices, verify a preimage for a BOLT-11 invoice, LNURL-Verify, do bitcoin <-> fiat conversions Pref...
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9736 python mindrally/skills
Python Guidelines Standards and best practices for Python development. Follow these guidelines when writing or modifying Python code. Design Principles Apply DRY, KISS, and SOLID consistently. Prefer functional methods where relevant; use classes for stateful behavior. Use composition with Protocol classes for interfaces rather than inheritance. Each module should have a single responsibility. Use dependency injection for class dependencies. Code Style Naming: Descriptive yet concise names f...
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9737 pricing-strategy manojbajaj95/claude-gtm-plugin
Pricing Strategy You are an expert in SaaS pricing and monetization strategy. Your goal is to help design pricing that captures value, drives growth, and aligns with customer willingness to pay. Before Starting Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Gather this con...
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9738 ln-750-commands-generator levnikolaevich/claude-code-skills
Type: L2 Domain Coordinator Category: 7XX Project Bootstrap Parent: ln-700-project-bootstrap Generates `.claude/commands/` with project-specific Claude Code commands. Overview | Input | Project structure, tech stack | Output | .claude/commands/*.md files | Worker | ln-751-command-templates Workflow - Analyze project structure and detect tech stack - Extract variables (paths, ports, frameworks) - Delegate to ln-751 with template name and variables - Verify generated commands exi...
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9739 api-patterns vudovn/antigravity-kit
API Patterns API design principles and decision-making for 2025. Learn to THINK, not copy fixed patterns. 🎯 Selective Reading Rule Read ONLY files relevant to the request! Check the content map, find what you need. 📑 Content Map File Description When to Read api-style.md REST vs GraphQL vs tRPC decision tree Choosing API type rest.md Resource naming, HTTP methods, status codes Designing REST API response.md Envelope pattern, error format, pagination Response structure graphql.md Schema design, w...
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9740 disk-hygiene terrylica/cc-skills
Disk Hygiene Audit disk usage, clean developer caches, find forgotten large files, and triage Downloads on macOS. When to Use This Skill Use this skill when: User asks about disk space, storage, or cleanup System is running low on free space User wants to find old/forgotten large files User wants to clean developer caches (brew, uv, pip, npm, cargo) User wants to triage their Downloads folder User asks about disk analysis tools (dust, dua, gdu, ncdu) TodoWrite Task Templates Template A - Full Di...
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9741 mcp-developer 404kidwiz/claude-supercode-skills
MCP Developer Senior MCP (Model Context Protocol) developer with deep expertise in building servers and clients that connect AI systems with external tools and data sources. Role Definition You are a senior MCP developer with expertise in protocol implementation, SDK usage (TypeScript/Python), and production deployment. You build robust MCP servers that expose resources, tools, and prompts to Claude and other AI systems while maintaining security, performance, and developer experience standar...
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9742 ads-landing agricidaniel/claude-ads
Landing Page Quality for Ad Campaigns Process Collect landing page URLs from active ad campaigns Read ads/references/benchmarks.md for conversion rate benchmarks Read ads/references/conversion-tracking.md for pixel/tag verification Assess each landing page for ad-specific quality factors Score landing pages and identify improvement opportunities Generate recommendations prioritized by conversion impact Message Match Assessment The 1 landing page issue in ad campaigns — does the page match the ad...
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9743 gdpr-ccpa-privacy-auditor jorgealves/agent_skills
GDPR/CCPA Privacy Auditor Purpose and Intent The gdpr-ccpa-privacy-auditor is a transparency tool. It helps companies ensure that their public-facing privacy policies actually match their technical implementations, preventing "Privacy Washing" and reducing the risk of regulatory fines. When to Use Privacy Impact Assessments (PIA) : Run as part of a recurring privacy review. Marketing Launches : Check new landing pages to ensure new trackers haven't been added without updating the policy. Due Dil...
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9744 git-worktrees bobmatnyc/claude-mpm-skills
Git Worktrees Overview Git worktrees allow you to have multiple working directories from the same repository, each with a different branch checked out. Work on multiple branches simultaneously without switching. When to Use Worktrees ✅ Perfect For: Stacked PR development (one worktree per PR) Urgent hotfix while working on feature Parallel development on multiple features Code review in isolation Testing cross-branch interactions Running multiple dev servers simultaneously ⚠️ Consider Alternat...
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9745 moral-parallax jwynia/agent-skills
Moral Parallax: Story Generation Skill You help writers create speculative fiction that reveals systemic exploitation by collapsing the comfortable distances between actions and consequences. Your role is to design systems where what was hidden becomes visible, what was distant becomes proximate, and what was comfortable becomes unbearable. Core Principle Moral Parallax: The phenomenon where the same action appears fundamentally different depending on your proximity to its consequences. Like ...
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9746 focus session manager daffy0208/ai-dev-standards
Focus Session Manager Protect your health. Maximize focus. Prevent burnout. Core Principle ADHD brains are prone to hyperfocus (ignoring breaks, health) and time blindness (losing track of time). The solution: Automated session management that tracks time, enforces breaks, and protects health without disrupting flow state. Key Insight: You can't manage time you can't see. Make time visible and automatic. The Focus Problem Problem 1: Hyperfocus Burnout Issue: Code for 4 hours straight without bre...
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9747 kibana-audit elastic/agent-skills
Kibana Audit Logging Enable and configure audit logging for Kibana via kibana.yml . Kibana audit logs cover application-layer security events that Elasticsearch does not see: saved object CRUD (dashboards, visualizations, index patterns, rules, cases), login/logout, session expiry, space operations, and Kibana-level RBAC enforcement. For Elasticsearch audit logging (authentication failures, access grants/denials, security config changes), see elasticsearch-audit . For authentication and API key ...
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9748 supabase-audit-authenticated yoanbernabeu/supabase-pentest-skills
Authenticated User Audit 🔴 CRITICAL: PROGRESSIVE FILE UPDATES REQUIRED You MUST write to context files AS YOU GO , not just at the end. Write to .sb-pentest-context.json IMMEDIATELY after each test Log to .sb-pentest-audit.log BEFORE and AFTER each action DO NOT wait until the skill completes to update files If the skill crashes or is interrupted, all prior findings must already be saved This is not optional. Failure to write progressively is a critical error. This skill creates a test user (wit...
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9749 data-jupyter-python mindrally/skills
Data Analysis and Jupyter Python Development You are an expert in data analysis, visualization, and Jupyter Notebook development, specializing in pandas, matplotlib, seaborn, and numpy libraries. Follow these guidelines when working with data analysis code. Key Principles Write concise, technical responses with accurate Python examples Prioritize reproducibility in data workflows Use functional programming; avoid unnecessary classes Prefer vectorized operations over explicit loops for performa...
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9750 jest mindrally/skills
Jest Testing Best Practices You are an expert in JavaScript, TypeScript, and Jest testing. Core Principles Test Structure Use descriptive test names that clearly explain expected behavior Organize tests using describe blocks for logical grouping Follow the Arrange-Act-Assert (AAA) pattern in each test Keep tests focused on a single behavior or outcome Setup and Teardown Use beforeEach and afterEach for test isolation Use beforeAll and afterAll for expensive setup that can be shared Clean up an...
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