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# Skill 仓库 描述 安装量
16151 quality assurance daffy0208/ai-dev-standards
Quality Assurance Overview Quality Assurance is a consolidated skill that combines three critical quality dimensions: comprehensive testing strategy, code quality enforcement, and phase-gate validation. It ensures your code is tested, maintainable, and ready for production at every stage. Consolidated from: testing-strategist - Test pyramid and comprehensive testing code-quality-enforcer - Code standards and best practices validation-gate-checker - Phase transition validation When to Use This Sk...
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16152 database-optimizer 404kidwiz/claude-supercode-skills
Database Optimizer Senior database optimizer with expertise in performance tuning, query optimization, and scalability across multiple database systems. Role Definition You are a senior database performance engineer with 10+ years of experience optimizing high-traffic databases. You specialize in PostgreSQL and MySQL optimization, execution plan analysis, strategic indexing, and achieving sub-100ms query performance at scale. When to Use This Skill Analyzing slow queries and execution plans ...
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16153 axiom-xcode-mcp-ref charleswiltgen/axiom
Xcode MCP Tool Reference Complete reference for all 20 tools exposed by Xcode's MCP server ( xcrun mcpbridge ). Important : Parameter schemas below are sourced from blog research and initial testing. Validate against your live mcpbridge with tools/list if behavior differs. Discovery XcodeListWindows Call this first. Returns open Xcode windows with tabIdentifier values needed by most other tools. Parameters : None Returns : List of { tabIdentifier: string, workspacePath: string } Notes : No param...
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16154 voice-ai-integration qodex-ai/ai-agent-skills
Voice AI Integration Build intelligent voice-enabled AI applications that understand spoken language and respond naturally through audio, creating seamless voice-first user experiences. Overview Voice AI systems combine three key capabilities: Speech Recognition - Convert audio input to text Natural Language Processing - Understand intent and context Text-to-Speech - Generate natural-sounding responses Speech Recognition Providers See examples/speech_recognition_providers.py for implementat...
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16155 rdt-cli jackwener/rdt-cli
rdt-cli — Reddit CLI Tool Binary: rdt Credentials: browser cookies (auto-extracted via browser-cookie3) Setup Install (requires Python 3.10+) uv tool install rdt-cli Or: pip install rdt-cli Upgrade uv tool upgrade rdt-cli Authentication IMPORTANT FOR AGENTS : Before executing ANY rdt command that requires auth, check if credentials exist. Step 0: Check if already authenticated rdt status --json 2 > /dev/null | jq -r '.data.authenticated' | grep -q true && echo "AUTH_OK" || echo "AUTH_NEEDED" ...
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16156 pytest testing pluginagentmarketplace/custom-plugin-python
Pytest Testing Overview Master software testing with pytest, Python's most popular testing framework. Learn test-driven development (TDD), write maintainable tests, and ensure code quality through comprehensive testing strategies. Learning Objectives Write unit, integration, and functional tests with pytest Use fixtures for test setup and teardown Mock external dependencies effectively Implement test-driven development (TDD) Measure and improve code coverage Integrate tests with CI/CD pipelines ...
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16157 powershell-ui-architect 404kidwiz/claude-supercode-skills
Provides expertise in building graphical user interfaces (GUI) and terminal user interfaces (TUI) with PowerShell. Specializes in WinForms, WPF, and console-based TUI frameworks for creating user-friendly PowerShell tools. When to Use - Building PowerShell tools with GUI - Creating WinForms applications - Developing WPF interfaces for scripts - Building terminal user interfaces (TUI) - Adding dialogs to automation scripts - Creating interactive admin tools - Building configuration wizar...
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16158 godot-camera-systems thedivergentai/gd-agentic-skills
Camera Systems Expert guidance for creating smooth, responsive cameras in 2D and 3D games. NEVER Do NEVER use global_position = target.global_position every frame — Instant position matching causes jittery movement. Use lerp() or position_smoothing_enabled = true . NEVER forget limit_smoothed = true for Camera2D — Hard limits cause sudden stops at edges. Smoothing prevents jarring halts. NEVER use offset for permanent camera positioning — offset is for shake/sway effects only. Use position for p...
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16159 write-pr 2ykwang/agent-skills
Writing pull requests Standards for PR titles and descriptions in tldraw/tldraw. PR title Use semantic PR titles (Conventional Commits format): <type>(<scope>): <description> Types feat - New feature fix - Bug fix docs - Documentation only refactor - Code change that neither fixes a bug nor adds a feature perf - Performance improvement test - Adding or fixing tests chore - Maintenance tasks Scope (optional) A noun describing the affected area: fix(editor):, feat(sync):, docs(examples): Ex...
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16160 event-modeling jwilger/agent-skills
Event Modeling Value: Communication -- event modeling is a structured conversation that surfaces hidden domain knowledge and creates shared understanding between humans and agents before any code is written. Purpose Teaches the agent to facilitate event modeling sessions following Martin Dilger's "Understanding Eventsourcing" methodology. Produces a complete event model (actors, events, commands, read models, automations, slices) that drives all downstream implementation. The model lives in docs...
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16161 lambda itsmostafa/aws-agent-skills
AWS Lambda AWS Lambda runs code without provisioning servers. You pay only for compute time consumed. Lambda automatically scales from a few requests per day to thousands per second. Table of Contents Core Concepts Common Patterns CLI Reference Best Practices Troubleshooting References Core Concepts Function Your code packaged with configuration. Includes runtime, handler, memory, timeout, and IAM role. Invocation Types Type Description Use Case Synchronous Caller waits for response API Gate...
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16162 nsfc-reviewers huangwb8/chineseresearchlatex
NSFC 标书专家评审模拟器 重要声明（非官方） 本技能输出仅用于 写作改进与自查 ，不代表任何官方评审口径，也不构成资助结论或承诺。 “函评/会评给不过”的判断仅作为 当前版本送审风险预估 ，用于帮助用户判断优先修改方向，不代表真实评审结果。 技能依赖 并行多组评审模式依赖 parallel-vibe 技能。 若 parallel-vibe 不可用、被禁用，或 panel_count == 1 ，自动退化为单组模式（仍包含 7 位专家）。 专家 prompt 模板位于 references/expert_*.md ，聚合规则位于 references/aggregation_rules.md 。 安全与隐私（硬规则） 默认将标书内容视为 敏感信息 ：仅处理用户明确提供的文件/目录；不擅自扩展扫描范围。 除非用户明确要求且确认风险： 不联网 、不把原文大段外发、不在输出中复述不必要的个人信息/单位信息。 只做“文本读取与评审”，默认不执行任何编译/运行（例如不运行 LaTeX 编译，不执行脚本）。 输出若需分享：优先提供“问题摘要 + 可执行修改建议”，必要引用原文时只引用 最短必要片...
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16163 codex-readiness-unit-test openai/skills
LLM Codex Readiness Unit Test Instruction-first, in-session "readiness" for evaluating AGENTS/PLANS documentation quality without any external APIs or SDKs. All checks run against the current working directory (cwd), with no monorepo discovery. Each run writes to .codex-readiness-unit-test/<timestamp>/ and updates .codex-readiness-unit-test/latest.json. Keep execution deterministic (filesystem scanning + local command execution only). All LLM evaluation happens in-session and must output strict...
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16164 pipedrive-automation sickn33/antigravity-awesome-skills
Pipedrive Automation via Rube MCP Automate Pipedrive CRM workflows including deal management, contact and organization operations, activity scheduling, notes, and pipeline/stage queries through Composio's Pipedrive toolkit. Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Pipedrive connection via RUBE_MANAGE_CONNECTIONS with toolkit pipedrive Always call RUBE_SEARCH_TOOLS first to get current tool schemas Setup Get Rube MCP : Add https://rube.app/mcp as an MCP server...
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16165 klaviyo-automation composiohq/awesome-claude-skills
Klaviyo Automation via Rube MCP Automate Klaviyo email and SMS marketing operations through Composio's Klaviyo toolkit via Rube MCP. Toolkit docs : composio.dev/toolkits/klaviyo Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Klaviyo connection via RUBE_MANAGE_CONNECTIONS with toolkit klaviyo 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 ...
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16166 web-performance-audit secondsky/claude-skills
Web Performance Audit Overview Web performance audits measure load times, identify bottlenecks, and guide optimization efforts to create faster, better user experiences. When to Use Regular performance monitoring After major changes User complaints about slowness SEO optimization Mobile optimization Performance baseline setting Instructions 1. Performance Metrics Core Web Vitals (Google): Largest Contentful Paint (LCP): Measure: Time to load largest visible element Good: <2.5 seconds Po...
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16167 issue-progress-tracking yonatangross/orchestkit
Automatic GitHub issue progress tracking that updates issues based on commits and marks sub-tasks as complete. Overview - Working on GitHub issues with checkbox sub-tasks - Making commits that reference issue numbers - Using issue-prefixed branches (e.g., `issue/123-feature`, `fix/456-bug`) - Wanting automatic progress visibility without manual updates How It Works Automatic Progress Tracking The plugin automatically tracks your work through three coordinated hooks: - Commit Detecti...
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16168 fal-audio sickn33/antigravity-awesome-skills
fal.ai Audio Text-to-speech and speech-to-text using state-of-the-art audio models on fal.ai. How It Works User provides text (for TTS) or audio URL (for STT) Script selects appropriate model Sends request to fal.ai API Returns audio URL (TTS) or transcription text (STT) Finding Models To discover the best and latest audio models, use the search API: Search for text-to-speech models bash /mnt/skills/user/fal-generate/scripts/search-models.sh --category "text-to-speech" Search for speech-to-tex...
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16169 chat-sdk lobehub/lobehub
Chat SDK Unified TypeScript SDK for building chat bots across Slack, Teams, Google Chat, Discord, GitHub, and Linear. Write bot logic once, deploy everywhere. Critical: Read the bundled docs The chat package ships with full documentation in node_modules/chat/docs/ and TypeScript source types. Always read these before writing code: node_modules/chat/docs/ Full documentation (MDX files) node_modules/chat/dist/ Built types (.d.ts files) Key docs to read based on task: docs/get...
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16170 custom-indicator marketcalls/openalgo-indicator-skills
Create a custom technical indicator with Numba JIT compilation for production-grade speed. Arguments $0 = indicator name (e.g., zscore, squeeze, vwap-bands, custom-rsi, mean-reversion). Required. If no arguments, ask the user what indicator they want to build. Instructions Read the indicator-expert rules, especially: rules/custom-indicators.md — Numba patterns and templates rules/numba-optimization.md — Performance best practices rules/indicator-catalog.md — Check if indicator already exists in ...
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16171 migrating-latex-templates huangwb8/chineseresearchlatex
核心入口：`python skills/transfer_old_latex_to_new/scripts/run.py --help` 一键迁移：`bash skills/transfer_old_latex_to_new/scripts/migrate.sh --old ... --new ...` 配置中心：[config.yaml](https://github.com/huangwb8/chineseresearchlatex/blob/main/skills/transfer_old_latex_to_new/config.yaml) 参考文档：[references/](https://github.com/huangwb8/chineseresearchlatex/blob/main/skills/transfer_old_latex_to_new/references/) 拆分文档： [docs/quickstart.md](https://github.com/huangwb8/chineseresearchlatex/blob/main/skills/tr...
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16172 husky-test-coverage shipshitdev/library
Husky Test Coverage Set up or verify Husky git hooks to ensure tests run and coverage thresholds are enforced on every commit. Purpose This skill automates the setup of: Husky git hooks for pre-commit testing Test runner detection (Jest, Vitest, Mocha) Coverage configuration with thresholds (default: 80%) Pre-commit hook that runs tests with coverage Configurable coverage enforcement (block or warn) When to Use This skill should be used when: Setting up test coverage enforcement for the fi...
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16173 api-authentication secondsky/claude-skills
API Authentication Overview Implement comprehensive authentication strategies for APIs including JWT tokens, OAuth 2.0, API keys, and session management with proper security practices. When to Use Securing API endpoints Implementing user login/logout flows Managing access tokens and refresh tokens Integrating OAuth 2.0 providers Protecting sensitive data Implementing API key authentication Instructions 1. JWT Authentication // Node.js JWT Implementation const express = require('express'); cons...
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16174 axum-web-framework manutej/luxor-claude-marketplace
Axum Web Framework A comprehensive skill for building production-ready web applications and APIs using Axum, the ergonomic and modular Rust web framework built on Tokio and Tower. Master routing, extractors, middleware, state management, error handling, and deployment patterns. When to Use This Skill Use this skill when: Building REST APIs with Rust and async/await Creating high-performance web services with type safety Developing microservices with Tokio ecosystem integration Implementing W...
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16175 check-review-alignment huangwb8/chineseresearchlatex
Check Review Alignment 适用场景 已有 {主题}_review.tex 与对应 .bib，需要核查正文每条引用是否“真的在引用该论文”，并在必要时最小化改写以消除错配/幻觉引用。 需要在优化后自动渲染生成 PDF 与 Word。 输入 work_dir：综述工作目录（包含 {主题}_review.tex 与 .bib，可含 PDF）。 可选：--tex 指定 tex 文件名（默认取目录下首个 *_review.tex；若目录内存在多个候选，脚本会给出 warning 并提示使用 --tex 明确指定）。 输出 {work_dir}/.check-review-alignment/ai_alignment_report.md：单一报告，包含 Summary / Critical Fixes (P0) / Warnings (P1) / Rendering Result（末尾附 PDF/Word 路径或错误摘要）。 {work_dir}/.check-review-alignment/ai_alignment_input.json：脚本生成的"引用 + 文献元信息（含...
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16176 intercom-automation composiohq/awesome-claude-skills
Intercom Automation via Rube MCP Automate Intercom operations through Composio's Intercom toolkit via Rube MCP. Toolkit docs : composio.dev/toolkits/intercom Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Intercom connection via RUBE_MANAGE_CONNECTIONS with toolkit intercom 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 end...
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16177 meme-trader dreamineering/meme-times
Aggressive memecoin analysis, rug detection, and trade execution support for Solana ecosystem. Built for speed, alpha generation, and maximum degen potential. Activation Triggers Core Capabilities 1. Token Analysis - Contract verification (mint authority, freeze authority) - Liquidity depth and lock status - Holder distribution (whale concentration, dev wallets) - Social sentiment scraping - Volume/MCAP ratio analysis 2. Rug Detection - Honeypot detection (sell tax, blacklist funct...
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16178 csharp-pro rmyndharis/antigravity-skills
Use this skill when Working on csharp pro tasks or workflows Needing guidance, best practices, or checklists for csharp pro Do not use this skill when The task is unrelated to csharp pro You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You are a C expert sp...
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16179 aws-cloudformation-security giuseppe-trisciuoglio/developer-kit
AWS CloudFormation Security Overview Create secure AWS infrastructure using CloudFormation templates with security best practices. This skill covers encryption with AWS KMS, secrets management with Secrets Manager, secure parameters, IAM least privilege, security groups, TLS/SSL certificates, and defense-in-depth strategies. When to Use Use this skill when: Creating CloudFormation templates with encryption at-rest and in-transit Managing secrets and credentials with AWS Secrets Manager Configuri...
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16180 asyncio programming pluginagentmarketplace/custom-plugin-python
Asyncio Programming Overview Master asynchronous programming in Python with asyncio. Learn to write concurrent code that efficiently handles I/O-bound operations, build async web applications, and understand the async/await paradigm. Learning Objectives Understand asynchronous programming concepts Write async functions with async/await syntax Manage concurrent operations with asyncio Build async web applications Handle async I/O operations efficiently Debug and test async code Core Topics 1. Asy...
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16181 github-projects existential-birds/beagle
GitHub Projects CLI GitHub Projects (v2) management via gh project commands. Requires the project scope which can be added with gh auth refresh -s project. Prerequisites Verify authentication includes project scope: gh auth status Check current scopes gh auth refresh -s project Add project scope if missing Quick Reference List & View Projects List your projects gh project list List org projects (including closed) gh project list --owner ORG_NAME --closed View project details gh pro...
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16182 jira-automation sickn33/antigravity-awesome-skills
Jira Automation via Rube MCP Automate Jira operations through Composio's Jira toolkit via Rube MCP. Toolkit docs : composio.dev/toolkits/jira Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Jira connection via RUBE_MANAGE_CONNECTIONS with toolkit jira 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. Veri...
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16183 vuejs-development manutej/luxor-claude-marketplace
Vue.js Development Skill This skill provides comprehensive guidance for building modern Vue.js applications using the Composition API, reactivity system, single-file components, directives, and lifecycle hooks based on official Vue.js documentation. When to Use This Skill Use this skill when: Building single-page applications (SPAs) with Vue.js Creating progressive web applications (PWAs) with Vue Developing interactive user interfaces with reactive data Building component-based architecture...
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16184 api-design-patterns asyrafhussin/agent-skills
API Design Patterns Design robust, scalable APIs using proven patterns for REST, GraphQL, and gRPC with proper versioning, authentication, and error handling. Quick Reference API Style Selection: REST: Resource-based CRUD, simple clients, HTTP-native caching GraphQL: Client-driven queries, complex data graphs, real-time subscriptions gRPC: High-performance RPC, microservices, strong typing, streaming Critical Patterns: Versioning: URI (/v1/users), header (Accept: application/vnd.api+json;v...
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16185 verify yonatangross/orchestkit
Verification Run all verification steps. Arguments: $ARGUMENTS: Test pattern for the test step Instructions Run these first in sequence: Run yarn prettier - format code (stop if fails) Run yarn linc - lint changed files (stop if fails) Then run these with subagents in parallel: Use /flow to type check (stop if fails) Use /test to test changes in source (stop if fails) Use /test www to test changes in www (stop if fails) If all pass, show success summary. On failure, stop immediately and ...
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16186 advanced-evaluation shipshitdev/library
Advanced Evaluation LLM-as-a-Judge techniques for evaluating AI outputs. Not a single technique but a family of approaches - choosing the right one and mitigating biases is the core competency. When to Activate Building automated evaluation pipelines for LLM outputs Comparing multiple model responses to select the best one Establishing consistent quality standards Debugging inconsistent evaluation results Designing A/B tests for prompt or model changes Creating rubrics for human or automated e...
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16187 composio composiohq/awesome-claude-skills
When to Apply User wants to access or interact with external apps (Gmail, Slack, GitHub, Notion, etc.) User wants to automate a task using an external service (send email, create issue, post message) Building an AI agent or app that integrates with external tools Multi-user apps that need per-user connections to external services Setup Check if the CLI is installed; if not, install it: curl -fsSL https://composio.dev/install | bash After installation, restart your terminal or source your shell c...
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16188 annas-archive-ebooks ratacat/claude-skills
Anna's Archive Ebook Lookup & Download Overview Search and download ebooks from Anna's Archive, which indexes millions of books across formats (PDF, EPUB, MOBI, etc.). Prerequisites IMPORTANT: Downloads require an Anna's Archive membership key. Before using download functionality, the user must: Have an Anna's Archive membership (https://annas-archive.org/donate) Set their API key: export ANNAS_ARCHIVE_KEY="your-key" The key is found in Account Settings after becoming a member. Search work...
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16189 zod-4 gentleman-programming/gentleman-skills
Breaking Changes from Zod 3 // ❌ Zod 3 (OLD) z.string().email() z.string().uuid() z.string().url() z.string().nonempty() z.object({ name: z.string() }).required_error("Required") // ✅ Zod 4 (NEW) z.email() z.uuid() z.url() z.string().min(1) z.object({ name: z.string() }, { error: "Required" }) Basic Schemas import { z } from "zod"; // Primitives const stringSchema = z.string(); const numberSchema = z.number(); const booleanSchema = z.boolean(); const dateSchema = z.date(); // Top-level valid...
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16190 file-organizer langchain-ai/deepagentsjs
File Organizer This skill acts as your personal organization assistant, helping you maintain a clean, logical file structure across your computer without the mental overhead of constant manual organization. When to Use This Skill Your Downloads folder is a chaotic mess You can't find files because they're scattered everywhere You have duplicate files taking up space Your folder structure doesn't make sense anymore You want to establish better organization habits You're starting a new project and...
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16191 security-scanning bobmatnyc/claude-mpm-skills
Security Scanning Quick Start Secrets: fail fast; rotate on exposure. Dependencies: gate critical/high; automate updates. SAST: start high-signal; ratchet over time. Exceptions: require reason, owner, and expiry. Load Next (References) references/tooling-matrix.md references/ci-workflows.md references/triage-and-remediation.md references/common-findings-and-fixes.md references/supply-chain-and-sbom.md
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16192 zoom-automation composiohq/awesome-claude-skills
Zoom Automation via Rube MCP Automate Zoom operations including meeting scheduling, webinar management, cloud recording retrieval, participant tracking, and usage reporting through Composio's Zoom toolkit. Toolkit docs : composio.dev/toolkits/zoom Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Zoom connection via RUBE_MANAGE_CONNECTIONS with toolkit zoom Always call RUBE_SEARCH_TOOLS first to get current tool schemas Most features require a paid Zoom account (Pro p...
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16193 solana-cli solanaguide/solana-cli
No SKILL.md available for this skill. View on GitHub
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16194 speckit-specify dceoy/speckit-agent-skills
Spec Kit Specify Skill When to Use The user wants a new or updated feature spec from a natural language description. Inputs Feature description from the user. Repo context with .specify/ scripts and templates. If the description is missing or unclear, ask a targeted question before continuing. Workflow The user's feature description in the request is the input. Do not ask them to repeat it unless it is missing. Given that feature description, do this: Generate a concise short name (2-4 words) fo...
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16195 sales-methodology-implementer onewave-ai/claude-skills
Sales Methodology Implementer Implement and scale proven sales methodologies across your entire team. Instructions You are an expert sales enablement specialist who helps teams implement and execute proven sales methodologies. Your mission is to take abstract frameworks and make them concrete, actionable, and measurable for real deals. Supported Methodologies 1. MEDDIC (Metrics, Economic Buyer, Decision Criteria, Decision Process, Identify Pain, Champion) Best for: Enterprise B2B, complex ...
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16196 designing-architecture cloudai-x/claude-workflow-v2
Designing Architecture Architecture Decision Workflow Copy this checklist and track progress: Architecture Design Progress: - [ ] Step 1: Understand requirements and constraints - [ ] Step 2: Assess project size and team capabilities - [ ] Step 3: Select architecture pattern - [ ] Step 4: Define directory structure - [ ] Step 5: Document trade-offs and decision - [ ] Step 6: Validate against decision framework Pattern Selection Guide By Project Size Size Recommended Pattern Small (<10K LOC) S...
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16197 async-jobs yonatangross/orchestkit
Async Jobs Patterns for background task processing with Celery, ARQ, and Redis. Covers task queues, canvas workflows, scheduling, retry strategies, rate limiting, and production monitoring. Each category has individual rule files in references/ loaded on-demand. Quick Reference Category Rules Impact When to Use Configuration celery-config HIGH Celery app setup, broker, serialization, worker tuning Task Routing task-routing HIGH Priority queues, multi-queue workers, dynamic routing Canvas Workflo...
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16198 anthropic-architect jamesrochabrun/skills
Anthropic Architect Expert architectural guidance for Anthropic-based projects. Analyze your requirements and receive tailored recommendations on the optimal architecture using Skills, Agents, Subagents, Prompts, and SDK primitives. What This Skill Does Helps you design the right Anthropic architecture for your project by: Analyzing project requirements - Understanding complexity, scope, and constraints Recommending architectures - Skills vs Agents vs Prompts vs SDK primitives Applying decis...
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16199 session-reflection jwilger/agent-skills
Session Reflection Value: Feedback -- every user intervention is a signal that the system prompt is incomplete. Turning corrections into durable instructions creates compound improvement across sessions. Purpose Teaches agents to analyze session history for recurring corrections, generate project-specific instructions that prevent known failure modes, and maintain working state that survives context compaction and crashes. Transforms reactive corrections into proactive prevention. Practices Refl...
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16200 docker-compose oimiragieo/agent-studio
Docker Compose Skill Overview This skill provides comprehensive Docker Compose management, enabling AI agents to orchestrate multi-container applications, manage services, inspect logs, and troubleshoot containerized environments with progressive disclosure for optimal context usage. Context Savings: ~92% reduction MCP Mode: ~25,000 tokens always loaded (multiple tools + schemas) Skill Mode: ~700 tokens metadata + on-demand loading When to Use Managing local development environments Orchestra...
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