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# Skill 仓库 描述 安装量
9051 mcp-scripts parcadei/continuous-claude-v3
MCP Script Rules When working with files in scripts/: DO Use CLI arguments for all parameters (argparse) Include USAGE docstring at top of file Use call_mcp_tool("server__tool", params) pattern Handle errors gracefully with informative messages Print results to stdout for Claude to process DON'T Hardcode parameters in the script Edit scripts to change parameters (use CLI args instead) Import from servers/ directly (use runtime.mcp_client) Tool Naming Tool IDs use double underscore: serverName...
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9052 cli-reference parcadei/continuous-claude-v3
CLI Reference Complete reference for Claude Code command-line interface. When to Use "What CLI flags are available?" "How do I use headless mode?" "Claude in automation/CI/CD" "Output format options" "System prompt via CLI" "How do I spawn agents properly?" Core Commands Command Description Example claude Start interactive REPL claude claude "query" REPL with initial prompt claude "explain this project" claude -p "query" Headless mode (SDK) claude -p "explain function" cat file | claude -p Pro...
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9053 fpf:query neolabhq/context-engineering-kit
Query Knowledge Search the FPF knowledge base and display hypothesis details with assurance information. Action (Run-Time) Search .fpf/knowledge/ and .fpf/decisions/ by user query. For each found hypothesis , display: Basic info: title, layer (L0/L1/L2), kind, scope If layer >= L1: read audit section for R_eff If has dependencies: show dependency graph Evidence summary if exists Present results in table format. Search Locations Location Contents .fpf/knowledge/L0/ Proposed hypotheses .fpf/knowle...
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9054 dx-data-navigator pskoett/pskoett-ai-skills
DX Data Navigator Install npx skills add pskoett/pskoett-ai-skills/dx-data-navigator Query the DX Data Cloud PostgreSQL database using the mcp__dx-mcp-server__queryData tool. Tool Usage mcp__dx-mcp-server__queryData(sql: "SELECT ...") Always query information_schema.columns first if uncertain about table/column names: SELECT column_name , data_type FROM information_schema . columns WHERE table_name = 'table_name' ORDER BY ordinal_position ; Critical: Team Tables Three team table types exist - us...
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9055 tdd-migration-pipeline parcadei/continuous-claude-v3
TDD Migration Pipeline Orchestrator-only workflow for migrating or rewriting codebases. You do NOT read files, write code, or validate anything yourself. You only instruct agents and pipe context (paths, not contents). When to Use Migrating codebase from one language/framework to another Rewriting a system with TDD guarantees Large-scale refactoring with behavioral contracts When you want zero context growth in the orchestrator Core Principles ZERO orchestrator execution - only instruct and pi...
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9056 authoring adobe/skills
Project Handover - Authoring Generate a complete authoring guide for content authors and content managers. This skill analyzes the project and produces actionable documentation. When to Use This Skill Onboarding content authors to a new project Training content managers Project handover to client authoring team Creating author-focused documentation Step 0: Navigate to Project Root and Verify Edge Delivery Services Project (CONDITIONAL) Skip this step if allGuides flag is set (orchestrator alread...
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9057 admin adobe/skills
Project Handover - Admin Guide Generate comprehensive documentation for administrators taking over an AEM Edge Delivery Services project. Produces a complete admin guide with Config Service setup, permissions, Admin API operations, and troubleshooting. When to Use This Skill Project handover to client administrators Documenting admin procedures for a project Creating operations runbook "Generate admin guide" "Admin documentation" "Admin handover" Step 0: Navigate to Project Root and Verify Edge ...
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9058 karpathy-coder alirezarezvani/claude-skills
Karpathy Coder — Active Coding Discipline Derived from Andrej Karpathy's observations on LLM coding pitfalls. This is not just guidelines — it ships Python tools that detect violations, a review agent, a slash command, and a pre-commit hook. "The models make wrong assumptions on your behalf and just run along with them without checking. They don't manage their confusion, don't seek clarifications, don't surface inconsistencies, don't present tradeoffs, don't push back when they should." "They re...
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9059 why neolabhq/context-engineering-kit
Five Whys Analysis Apply Five Whys root cause analysis to investigate issues by iteratively asking "why" to drill from symptoms to root causes. Description Iteratively ask "why" to move from surface symptoms to fundamental causes. Identifies systemic issues rather than quick fixes. Usage /why [issue_description] Variables ISSUE: Problem or symptom to analyze (default: prompt for input) DEPTH: Number of "why" iterations (default: 5, adjust as needed) Steps Show more
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9060 best-practices skillcreatorai/ai-agent-skills
Best practices Modern web development standards based on Lighthouse best practices audits. Covers security, browser compatibility, and code quality patterns. Security HTTPS everywhere Enforce HTTPS: <!-- ❌ Mixed content --> <img src="http://example.com/image.jpg"> <script src="http://cdn.example.com/script.js"></script> <!-- ✅ HTTPS only --> <img src="https://example.com/image.jpg"> <script src="https://cdn.example.com/script.js"></script> <!-- ✅ Protocol-relative (will use page's protocol...
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9061 paper-assembly lingzhi227/agent-research-skills
Paper Assembly Orchestrate the entire paper pipeline end-to-end with state management and checkpointing. Input $0 — Paper project directory or paper plan References Orchestration patterns and state management: ~/.claude/skills/paper-assembly/references/orchestration-patterns.md Scripts Check pipeline completeness python ~/.claude/skills/paper-assembly/scripts/assembly_checker.py --dir paper/ --output checkpoint.json python ~/.claude/skills/paper-assembly/scripts/assembly_checker.py --dir paper/ ...
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9062 play-developer-console rjyo/moshi-skill
Play Developer Console Use the local Bun TypeScript CLI at: /Users/jyo/projects/tools/play-cli The CLI is linked locally with Bun and exposes: play --help For Moshi Android, run commands from: /Users/jyo/projects/ai/moshi/marketing The Play assets live in: play/ .env metadata/ images/ release-notes/ Workflow Inspect play/CLAUDE.md and relevant local files before changing store assets. Run one Play edit-backed command at a time. Do not parallelize play metadata , play app-info , play images , pla...
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9063 performance-optimization mindrally/skills
Performance Optimization When to use this skill Slow page loads : low Lighthouse score Slow rendering : delayed user interactions Large bundle size : increased download time Slow queries : database bottlenecks Instructions Step 1: Measure performance Lighthouse (Chrome DevTools) : CLI npm install -g lighthouse lighthouse https://example.com --view Automate in CI lighthouse https://example.com --output = json --output-path = ./report.json Measure Web Vitals (React): import { getCLS , getFID , g...
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9064 prose-style jwynia/agent-skills
Prose Style: Diagnostic Skill You diagnose sentence-level craft problems in fiction. Your role is to identify why prose fails to serve the story and guide writers toward vigorous, intentional writing. Core Principle Style is not decoration; style is content. The way something is written shapes what it means. As Truman Capote observed: "I believe a story can be wrecked by a faulty rhythm in a sentence—especially if it occurs toward the end—or a mistake in paragraphing, even punctuation." Pr...
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9065 sql-injection-prevention aj-geddes/useful-ai-prompts
SQL Injection Prevention Overview Implement comprehensive SQL injection prevention using prepared statements, parameterized queries, ORM best practices, and input validation. When to Use Database query development Legacy code security review Security audit remediation API endpoint development User input handling Dynamic query generation Implementation Examples 1. Node.js with PostgreSQL // secure-db.js const { Pool } = require('pg'); class SecureDatabase { constructor() { this.pool = ne...
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9066 parallel-agent-contracts parcadei/continuous-claude-v3
Parallel Agent Type Contracts When launching parallel agents for code implementation, prevent type duplication. Required in Every Agent Prompt 1. Verification Command (MANDATORY) Before Marking Complete Run verification: \`\`\`bash npx tsc --noEmit 2>&1 | head -20 \`\`\` If ANY type errors exist, fix them before completing. 2. Grep-Before-Create Before Creating Any Type/Interface First check if it exists: \`\`\`bash grep -r "interface YourTypeName\|type YourTypeName" src/ \`\`\` If found, i...
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9067 mobile-offline-support aj-geddes/useful-ai-prompts
Mobile Offline Support Overview Design offline-first mobile applications that provide seamless user experience regardless of connectivity. When to Use Building apps that work without internet connection Implementing seamless sync when connectivity returns Handling data conflicts between device and server Reducing server load with intelligent caching Improving app responsiveness with local storage Instructions 1. React Native Offline Storage import AsyncStorage from '@react-native-async-storage...
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9068 swarm orchestration ruvnet/ruflo
Swarm Orchestration Skill Purpose Multi-agent swarm coordination for complex tasks. Uses hierarchical topology with specialized agents to break down and execute complex work across multiple files and modules. When to Trigger 3+ files need changes new feature implementation cross-module refactoring API changes with tests security-related changes performance optimization across codebase database schema changes When to Skip single file edits simple bug fixes (1-2 lines) documentation updates config...
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9069 vector-database-engineer sickn33/antigravity-awesome-skills
Vector Database Engineer Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similarity search. Use PROACTIVELY for vector search implementation, embedding optimization, or semantic retrieval systems. Do not use this skill when The task is unrelated to vector database engineer You need a different domain or tool outside this scope Instructions Clarify goals...
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9070 llm-icon-finder daymade/claude-code-skills
Finding AI/LLM Brand Icons Access AI/LLM model brand icons and logos from the lobe-icons library. The library contains 100+ icons for models (Claude, GPT, Gemini), providers (OpenAI, Anthropic, Google), and applications (ComfyUI, LobeChat). Icon Formats and Variants Available formats: SVG (scalable), PNG (raster), WEBP (compressed) Theme variants: light, dark, and color (some icons) CDN URL Patterns Construct URLs using these patterns: SVG https://raw.githubusercontent.com/lobehub/lobe-ic...
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9071 clinical-decision-support davila7/claude-code-templates
Clinical Decision Support Documents Description Generate professional clinical decision support (CDS) documents for pharmaceutical companies, clinical researchers, and medical decision-makers. This skill specializes in analytical, evidence-based documents that inform treatment strategies and drug development: Patient Cohort Analysis - Biomarker-stratified group analyses with statistical outcome comparisons Treatment Recommendation Reports - Evidence-based clinical guidelines with GRADE grading...
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9072 outlines davila7/claude-code-templates
Outlines: Structured Text Generation When to Use This Skill Use Outlines when you need to: Guarantee valid JSON/XML/code structure during generation Use Pydantic models for type-safe outputs Support local models (Transformers, llama.cpp, vLLM) Maximize inference speed with zero-overhead structured generation Generate against JSON schemas automatically Control token sampling at the grammar level GitHub Stars: 8,000+ | From: dottxt.ai (formerly .txt) Installation Base installation pip install...
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9073 morph-apply parcadei/continuous-claude-v3
Morph Fast Apply Fast, AI-powered file editing using the Morph Apply API. Edit files without reading them first. Processes at 10,500 tokens/sec with 98% accuracy. When to Use Fast file edits without reading entire file first Batch edits to a file (multiple changes in one operation) When you know what to change but file is large Large files where reading would consume too many tokens Key Pattern: Code Markers Use // ... existing code ... (or language-appropriate comments) to mark where edits g...
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9074 agent-development jezweb/claude-skills
Agent Development for Claude Code Plugins Overview Agents are autonomous subprocesses that handle complex, multi-step tasks independently. Understanding agent structure, triggering conditions, and system prompt design enables creating powerful autonomous capabilities. Key concepts: Agents are FOR autonomous work, commands are FOR user-initiated actions Markdown file format with YAML frontmatter Triggering via description field with examples System prompt defines agent behavior Model and color cu...
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9075 image-gen jezweb/claude-skills
When to Use User wants to generate an AI image from a text description User says "generate image", "draw", "create picture", "配图" User says "生成图片", "画一张", "AI图" User needs a cover image, illustration, or concept art When NOT to Use User wants to create audio content (use /podcast , /speech ) User wants to create a video (use /explainer ) User wants to edit an existing image (not supported) User wants to extract content from a URL (use /content-parser ) Purpose Generate AI images using the Listen...
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9076 shapely-compute parcadei/continuous-claude-v3
Computational Geometry with Shapely When to Use Creating geometric shapes (points, lines, polygons) Boolean operations (intersection, union, difference) Spatial predicates (contains, intersects, within) Measurements (area, length, distance, centroid) Geometry transformations (translate, rotate, scale) Validating and fixing invalid geometries Quick Reference I want to... Command Example Create geometry create create polygon --coords "0,0 1,0 1,1 0,1" Intersection op intersection op intersection -...
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9077 status neolabhq/context-engineering-kit
Check Research Status Run ID: $ARGUMENTS parallel-cli research status " $ARGUMENTS " --json If CLI not found, tell user to run /parallel:setup .
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9078 linkedin-writer ognjengt/founder-skills
LinkedIn Writer Purpose Generate 2 viral LinkedIn posts in different proven formats, matched to the founder's voice, using battle-tested templates and patterns that drive engagement on LinkedIn. Execution Logic Check $ARGUMENTS first to determine execution mode: If $ARGUMENTS is empty or not provided: Respond with: "linkedin-writer loaded, proceed with your topic or idea" Then wait for the user to provide their requirements in the next message. If $ARGUMENTS contains content: Proceed immediately...
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9079 auth adobe/skills
AEM Config Service Authentication This skill handles browser-based authentication for AEM Edge Delivery Services Config Service API using Playwright CLI. It opens a browser window for Adobe ID login and captures the auth token when the browser is closed. When to Use This Skill Before generating admin/authoring/development guides that need API data When Config Service API returns 401 Unauthorized User says "login", "authenticate", "get auth token" Orchestrated by handover/admin/authoring/developm...
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9080 competitive-intel alirezarezvani/claude-skills
Competitive Intelligence Systematic competitor tracking. Not obsession — intelligence that drives real decisions. Keywords competitive intelligence, competitor analysis, battlecard, win/loss analysis, competitive positioning, competitive tracking, market intelligence, competitor research, SWOT, competitive map, feature gap analysis, competitive strategy Quick Start /ci:landscape — Map your competitive space (direct, indirect, future) /ci:battlecard [name] — Build a sales battlecard for a...
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9081 social-graphics sanky369/vibe-building-skills
Social Graphics Skill Overview Social Graphics creates platform-specific visual content optimized for engagement. This skill teaches you to generate graphics that perform well on each platform. Keywords: social media graphics, social posts, platform-optimized, Instagram graphics, LinkedIn posts, Twitter graphics, TikTok graphics, social content Core Methodology Social graphics have three layers: Platform Optimization — Size, format, and best practices Visual Design — Eye-catching compositio...
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9082 shape-your-agent sanity-io/agent-context
Shape Your Agent An optional, conversational workflow for creating a system prompt for an AI agent that uses the Sanity Agent Context MCP. This is for users who control the system prompt in their agent setup. Don't have access to the system prompt? Skip this skill entirely. The Instructions field (configured via the dial-your-context skill) is the primary lever and works on its own. A minimal system prompt like "You are a helpful agent." combined with good Instructions field content scores 80%+ ...
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9083 experiment-code lingzhi227/agent-research-skills
Experiment Code Generate and iteratively improve ML experiment code for research papers. Input $0 — Task: generate , improve , debug , plot $1 — Research plan, idea description, or error message References Experiment prompts and patterns: ~/.claude/skills/experiment-code/references/experiment-prompts.md Code patterns (error handling, repair, hill-climbing): ~/.claude/skills/experiment-code/references/code-patterns.md Action: generate Generate initial experiment code following this structure: Sho...
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9084 paper-to-code lingzhi227/agent-research-skills
Paper to Code Convert a research paper into a complete, runnable code repository. Input $0 — Paper PDF path, paper text, or paper URL References Paper2Code prompts (planning, analysis, coding stages): ~/.claude/skills/paper-to-code/references/paper-to-code-prompts.md Workflow (from Paper2Code) Stage 1: Planning Four-turn conversation to create a comprehensive plan: Show more
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9085 strategy-pivot-designer tradermonty/claude-trading-skills
Strategy Pivot Designer Overview Detect when a strategy's backtest iteration loop has stalled and propose structurally different strategy architectures. This skill acts as the feedback loop for the Edge pipeline (hint-extractor -> concept-synthesizer -> strategy-designer -> candidate-agent), breaking out of local optima by redesigning the strategy's skeleton rather than tweaking parameters. When to Use Backtest scores have plateaued despite multiple refinement iterations. A strategy shows signs ...
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9086 data-quality-checker tradermonty/claude-trading-skills
Overview Detect common data quality issues in market analysis documents before publication. The checker validates five categories: price scale consistency, instrument notation, date/weekday accuracy, allocation totals, and unit usage. All findings are advisory -- they flag potential issues for human review rather than blocking publication. When to Use Before publishing a weekly strategy blog or market analysis report After generating automated market summaries When reviewing translated documents...
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9087 subagent-driven-development neolabhq/context-engineering-kit
Subagent-Driven Development Execute plan by dispatching fresh subagent per task, with two-stage review after each: spec compliance review first, then code quality review. Why subagents: You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history — you construct exactly what they need. This also preserves your own context for...
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9088 critique neolabhq/context-engineering-kit
Conduct a holistic design critique, evaluating whether the interface actually works—not just technically, but as a designed experience. Think like a design director giving feedback. First : Use the frontend-design skill for design principles and anti-patterns. Design Critique Evaluate the interface across these dimensions: 1. AI Slop Detection (CRITICAL) This is the most important check. Does this look like every other AI-generated interface from 2024-2025? Review the design against ALL the DON'...
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9089 brainstorm neolabhq/context-engineering-kit
/brainstorm — Clarify Goals Before Planning Purpose: Separate WHAT from HOW. Explore the problem space before committing to a solution. Four phases: Assess clarity — Is the goal specific enough? Understand idea — What problem, who benefits, what exists? Explore approaches — Generate options, compare tradeoffs, adversarial critique Capture design — Write structured output for /plan Quick Start /brainstorm "add user authentication" full 4-phase process /brainstorm prompts for goal Show more
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9090 memorize neolabhq/context-engineering-kit
Memory Consolidation: Curate and Update CLAUDE.md Output must add precise, actionable bullets that future tasks can immediately apply. Show more
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9091 analyse-problem neolabhq/context-engineering-kit
A3 Problem Analysis Apply A3 problem-solving format for comprehensive, single-page problem documentation and resolution planning. Description Structured one-page analysis format covering: Background, Current Condition, Goal, Root Cause Analysis, Countermeasures, Implementation Plan, and Follow-up. Named after A3 paper size; emphasizes concise, complete documentation. Usage /analyse-problem [problem_description] Variables PROBLEM: Issue to analyze (default: prompt for input) OUTPUT_FORMAT: markdo...
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9092 commit neolabhq/context-engineering-kit
Sentry Commit Messages Follow these conventions when creating commits for Sentry projects. Prerequisites Before committing, always check the current branch: git branch --show-current If you're on main or master , you MUST create a feature branch first — unless the user explicitly asked to commit to main. Do not ask the user whether to create a branch; just proceed with branch creation. The create-branch skill will still propose a branch name for the user to confirm. Use the create-branch skill t...
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9093 scikit-learn-best-practices mindrally/skills
Scikit-learn Best Practices Expert guidelines for scikit-learn development, focusing on machine learning workflows, model development, evaluation, and best practices. Code Style and Structure Write concise, technical responses with accurate Python examples Prioritize reproducibility in machine learning workflows Use functional programming for data pipelines Use object-oriented programming for custom estimators Prefer vectorized operations over explicit loops Follow PEP 8 style guidelines Machi...
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9094 shadcn vercel-labs/vercel-plugin
shadcn/ui A framework for building ui, components and design systems. Components are added as source code to the user's project via the CLI. IMPORTANT: Run all CLI commands using the project's package runner: npx shadcn@latest , pnpm dlx shadcn@latest , or bunx --bun shadcn@latest — based on the project's packageManager . Examples below use npx shadcn@latest but substitute the correct runner for the project. Current Project Context !`npx shadcn@latest info --json 2 >/dev/ null || echo ' { "error...
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9095 debugging-streamlit streamlit/streamlit
Debugging Streamlit Apps Quick Start make debug my_app.py This starts both backend (Streamlit/Python) and frontend (Vite/React) with hot-reload. The app URL is printed on startup (default http://localhost:3001 ; 3000 is reserved for manual make frontend-dev ; it may use 3002+ if other debug sessions are running). Avoid pinning VITE_PORT unless you have a specific hard requirement (last resort). Hot-reload behavior: Frontend : Changes to frontend/ code are applied within seconds. Backend : Only c...
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9096 postmark activecampaign/postmark-skills
Postmark Skills Postmark is a transactional email platform built for developers, with 15+ years of deliverability expertise. These skills teach AI agents how to use the Postmark API effectively. Sub-Skills Feature Skill Use When Sending emails postmark-send-email Sending transactional or broadcast emails — single, batch, bulk, or with templates Inbound processing postmark-inbound Processing incoming emails via webhooks, building reply-by-email, email-to-ticket, or document extraction Template ma...
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9097 anomaly detection aj-geddes/useful-ai-prompts
Anomaly Detection Overview Anomaly detection identifies unusual patterns, outliers, and anomalies in data that deviate significantly from normal behavior, enabling fraud detection and system monitoring. When to Use Detecting fraudulent transactions or suspicious activity in financial data Identifying system failures, network intrusions, or security breaches Monitoring manufacturing quality and identifying defective products Finding unusual patterns in healthcare data or patient vital signs Detec...
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9098 morph-search parcadei/continuous-claude-v3
Morph Codebase Search Fast, AI-powered codebase search using WarpGrep. 20x faster than traditional grep. When to Use Search codebase for patterns, function names, variables Find code across large codebases quickly Edit files programmatically Usage Search for code patterns uv run python -m runtime.harness scripts/mcp/morph_search.py \ --search "authentication" --path "." Search with regex uv run python -m runtime.harness scripts/mcp/morph_search.py \ --search "def.*login" --path "./src...
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9099 user-persona-creation aj-geddes/useful-ai-prompts
User Persona Creation Overview User personas synthesize research into realistic user profiles that guide design, development, and marketing decisions. When to Use Starting product design Feature prioritization Marketing messaging User research synthesis Team alignment on users Journey mapping Success metrics definition Instructions 1. Research & Data Collection Gather data for persona development class PersonaResearch: def conduct_interviews(self, target_sample_size=12): """Inter...
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9100 background-job-processing aj-geddes/useful-ai-prompts
Background Job Processing Overview Build robust background job processing systems with distributed task queues, worker pools, job scheduling, error handling, retry policies, and monitoring for efficient asynchronous task execution. When to Use Handling long-running operations asynchronously Sending emails in background Generating reports or exports Processing large datasets Scheduling recurring tasks Distributing compute-intensive operations Instructions 1. Python with Celery and Redis celery...
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