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23,096
总 Skills
59.4M
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# Skill 仓库 描述 安装量
1251 billing-automation wshobson/agents
Billing Automation Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation. When to Use This Skill Implementing SaaS subscription billing Automating invoice generation and delivery Managing failed payment recovery (dunning) Calculating prorated charges for plan changes Handling sales tax, VAT, and GST Processing usage-based billing Managing billing cycles and renewals Core Concepts 1. Billing Cycles Common Intervals:...
 6.5K
1252 import-infrastructure-as-code github/awesome-copilot
Import Infrastructure as Code (Azure -> Terraform with AVM) Convert existing Azure infrastructure into maintainable Terraform code using discovery data and Azure Verified Modules. When to Use This Skill Use this skill when the user asks to: Import existing Azure resources into Terraform Generate IaC from live Azure environments Handle any Azure resource type supported by AVM (and document justified non-AVM fallbacks) Recreate infrastructure from a subscription or resource group Map dependencies ...
 6.5K
1253 parallel-monitor parallel-web/parallel-agent-skills
Web Monitor Action: $ARGUMENTS Requires parallel-cli ≥ 0.3.0 (the monitor command was added in 0.3.0). If parallel-cli monitor errors with no such command or similar, tell the user to run parallel-cli update (or pipx upgrade parallel-web-tools if installed via pipx), then retry. What this skill does Monitors are long-running, server-side jobs that re-check the web on a cadence and emit events when something changes. Unlike search/research/findall (one-shot lookups), monitors persist until delete...
 6.5K
1254 airflow-dag-patterns wshobson/agents
Apache Airflow DAG Patterns Production-ready patterns for Apache Airflow including DAG design, operators, sensors, testing, and deployment strategies. When to Use This Skill Creating data pipeline orchestration with Airflow Designing DAG structures and dependencies Implementing custom operators and sensors Testing Airflow DAGs locally Setting up Airflow in production Debugging failed DAG runs Core Concepts 1. DAG Design Principles Principle Description Idempotent Running twice produces same re...
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1255 parallel-findall parallel-web/parallel-agent-skills
FindAll: Entity Discovery Find: $ARGUMENTS Requires parallel-cli ≥ 0.3.0 (the findall command was added in 0.3.0). If parallel-cli findall errors with no such command or similar, tell the user to run parallel-cli update (or pipx upgrade parallel-web-tools if installed via pipx), then retry. When to use this skill Use FindAll when the user wants a structured list of entities matching a description, not webpages or a narrative answer. User asks for… Use "Find all X that…" / "List every Y…" paralle...
 6.5K
1256 find-keywords calm-north/seojuice-skills
Find Keywords Build a prioritized keyword universe from a seed topic using intent mapping, difficulty-adjusted opportunity scoring, and cluster seeding. Before You Start Gather this context (ask if not provided): Domain and goal. What site is this for? What is the primary conversion (leads, sign-ups, sales, traffic)? Seed topic. The core subject area — not a single keyword but the business category (e.g., "project management software", "personal injury law Chicago"). Existing rankings. Does the ...
 6.5K
1257 nx-workspace-patterns wshobson/agents
Nx Workspace Patterns Production patterns for Nx monorepo management. When to Use This Skill Setting up new Nx workspaces Configuring project boundaries Optimizing CI with affected commands Implementing remote caching Managing dependencies between projects Migrating to Nx Core Concepts 1. Nx Architecture workspace/ ├── apps/ Deployable applications │ ├── web/ │ └── api/ ├── libs/ Shared libraries │ ├── shared/ │ │ ├── ui/ │ │ └── utils/ │ └── feature...
 6.5K
1258 nano-banana-2 runcomfy-com/skills
Nano Banana 2 — Pro Pack on RunComfy runcomfy.com · Model page · GitHub Google Nano Banana 2 — the flash-tier text-to-image model in the Gemini family — hosted on the RunComfy Model API . Optimized for ideation, social-thumbnail batches, and rapid drafts with strong in-image typography. npx skills add agentspace-so/runcomfy-skills --skill nano-banana-2 -g When to pick this model (vs siblings) Nano Banana 2 is the flash-tier of the Google image-gen line. Pick it when iteration speed and predictab...
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1259 python-anti-patterns wshobson/agents
Python Anti-Patterns Checklist A reference checklist of common mistakes and anti-patterns in Python code. Review this before finalizing implementations to catch issues early. When to Use This Skill Reviewing code before merge Debugging mysterious issues Teaching or learning Python best practices Establishing team coding standards Refactoring legacy code Note: This skill focuses on what to avoid. For guidance on positive patterns and architecture, see the python-design-patterns skill. Infrastruct...
 6.4K
1260 cost-optimization wshobson/agents
Cloud Cost Optimization Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP. Purpose Implement systematic cost optimization strategies to reduce cloud spending while maintaining performance and reliability. When to Use Reduce cloud spending Right-size resources Implement cost governance Optimize multi-cloud costs Meet budget constraints Cost Optimization Framework 1. Visibility Implement cost allocation tags Use cloud cost management tools Set up budget alerts Create co...
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1261 protocol-reverse-engineering wshobson/agents
Protocol Reverse Engineering Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging. Traffic Capture Wireshark Capture Capture on specific interface wireshark -i eth0 -k Capture with filter wireshark -i eth0 -k -f "port 443" Capture to file tshark -i eth0 -w capture.pcap Ring buffer capture (rotate files) tshark -i eth0 -b filesize:100000 -b files:10 -w capture.pcap tcpdump Capture Basic capture tcpdu...
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1262 langchain-middleware langchain-ai/langchain-skills
HumanInTheLoopMiddleware / humanInTheLoopMiddleware : Pause before dangerous tool calls for human approval Custom middleware : Intercept tool calls for error handling, logging, retry logic Command resume : Continue execution after human decisions (approve, edit, reject) Requirements: Checkpointer + thread_id config for all HITL workflows. Human-in-the-Loop @tool def send_email(to: str, subject: str, body: str) -> str: """Send an email.""" return f"Email sent to {to}" agent = create_agent( model=...
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1263 web-quality-audit addyosmani/web-quality-skills
Web quality audit Comprehensive quality review based on Google Lighthouse audits. Covers Performance, Accessibility, SEO, and Best Practices across 150+ checks. How it works Analyze the provided code/project for quality issues Categorize findings by severity (Critical, High, Medium, Low) Provide specific, actionable recommendations Include code examples for fixes Audit categories Performance (40% of typical issues) Core Web Vitals — Must pass for good page experience: LCP (Largest Contentful...
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1264 startup-metrics-framework wshobson/agents
Startup Metrics Framework Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A. Overview Track the right metrics at the right stage. Focus on unit economics, growth efficiency, and cash management metrics that matter for fundraising and operational excellence. Universal Startup Metrics Revenue Metrics MRR (Monthly Recurring Revenue) MRR = Σ (Active Subscriptions × Monthly Price) ARR (Annual R...
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1265 langchain-dependencies langchain-ai/langchain-skills
Key principles: LangChain 1.0 is the current LTS release. Always start new projects on 1.0+. LangChain 0.3 is legacy maintenance-only — do not use it for new work. langchain-core is the shared foundation: always install it explicitly alongside any other package. langchain-community (Python only) does NOT follow semantic versioning; pin it conservatively. LangGraph vs Deep Agents: choose one orchestration approach based on your use case — they are alternatives, not a required stack (see Framework...
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1266 framework-selection langchain-ai/langchain-skills
┌─────────────────────────────────────────┐ │ Deep Agents │ ← highest level: batteries included │ (planning, memory, skills, files) │ ├─────────────────────────────────────────┤ │ LangGraph │ ← orchestration: graphs, loops, state │ (nodes, edges, state, persistence) │ ├─────────────────────────────────────────┤ │ LangChain │ ← foundation: models, tools, chains │ (models, tools, prompts, RAG...
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1267 dbt-transformation-patterns wshobson/agents
dbt Transformation Patterns Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing. When to Use This Skill Building data transformation pipelines with dbt Organizing models into staging, intermediate, and marts layers Implementing data quality tests Creating incremental models for large datasets Documenting data models and lineage Setting up dbt project structure Core Concepts 1. Model Layers (Medallion Ar...
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1268 tavily-map tavily-ai/skills
tavily map Discover URLs on a website without extracting content. Faster than crawling. Prerequisites Requires the Tavily CLI. See tavily-cli for install and auth setup. Quick install: curl -fsSL https://cli.tavily.com/install.sh | bash && tvly login When to use You need to find a specific subpage on a large site You want a list of all URLs before deciding what to extract or crawl Step 3 in the workflow : search → extract → map → crawl → research Quick start Discover all URLs tvly map "https://...
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1269 event-store-design wshobson/agents
Event Store Design Comprehensive guide to designing event stores for event-sourced applications. When to Use This Skill Designing event sourcing infrastructure Choosing between event store technologies Implementing custom event stores Optimizing event storage and retrieval Setting up event store schemas Planning for event store scaling Core Concepts 1. Event Store Architecture ┌─────────────────────────────────────────────────────┐ │ Event Store │ ├──────...
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1270 n8n-workflow-patterns czlonkowski/n8n-skills
n8n Workflow Patterns Proven architectural patterns for building n8n workflows. The 5 Core Patterns Based on analysis of real workflow usage: Webhook Processing (Most Common) Receive HTTP requests → Process → Output Pattern: Webhook → Validate → Transform → Respond/Notify HTTP API Integration Fetch from REST APIs → Transform → Store/Use Pattern: Trigger → HTTP Request → Transform → Action → Error Handler Database Operations Read/Write/Sync database data Pattern: Schedule → Query → Trans...
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1271 hono yusukebe/hono-skill
Hono Skill Develop Hono applications efficiently using Hono CLI (@hono/cli). Setup You can use Hono CLI without global installation via npx: npx @hono/cli <command> Or install globally (optional): npm install -g @hono/cli Commands for AI 1. Search Documentation hono search "<query>" --pretty Search for Hono APIs and features. Use --pretty for human-readable output. 2. View Documentation hono docs [path] Display detailed documentation for a specific path found in search results. Exa...
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1272 okx-wallet-portfolio okx/onchainos-skills
OKX Wallet Portfolio CLI 4 commands for supported chains, wallet total value, all token balances, and specific token balances. Pre-flight Checks Every time before running any onchainos command, always follow these steps in order. Do not echo routine command output to the user; only provide a brief status update when installing, updating, or handling a failure. Confirm installed : Run which onchainos . If not found, install it: curl -sSL https://raw.githubusercontent.com/okx/onchainos-skills/main...
 6.4K
1273 okx-dex-token okx/onchainos-skills
OKX DEX Token Info CLI 5 commands for token search, metadata, detailed pricing, rankings, and holder distribution. Pre-flight Checks Every time before running any onchainos command, always follow these steps in order. Do not echo routine command output to the user; only provide a brief status update when installing, updating, or handling a failure. Confirm installed : Run which onchainos . If not found, install it: curl -sSL https://raw.githubusercontent.com/okx/onchainos-skills/main/install.sh ...
 6.4K
1274 hybrid-search-implementation wshobson/agents
Hybrid Search Implementation Patterns for combining vector similarity and keyword-based search. When to Use This Skill Building RAG systems with improved recall Combining semantic understanding with exact matching Handling queries with specific terms (names, codes) Improving search for domain-specific vocabulary When pure vector search misses keyword matches Core Concepts 1. Hybrid Search Architecture Query → ┬─► Vector Search ──► Candidates ─┐ │ │ ...
 6.4K
1275 attack-tree-construction wshobson/agents
Attack Tree Construction Systematic attack path visualization and analysis. When to Use This Skill Visualizing complex attack scenarios Identifying defense gaps and priorities Communicating risks to stakeholders Planning defensive investments Penetration test planning Security architecture review Core Concepts 1. Attack Tree Structure [Root Goal] | ┌────────────┴────────────┐ │ │ [Sub-goal 1] ...
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1276 okx-dex-swap okx/onchainos-skills
OKX DEX Aggregator CLI 5 commands for multi-chain swap aggregation — quote, approve, and execute. Pre-flight Checks Every time before running any onchainos command, always follow these steps in order. Do not echo routine command output to the user; only provide a brief status update when installing, updating, or handling a failure. Confirm installed : Run which onchainos . If not found, install it: curl -sSL https://raw.githubusercontent.com/okx/onchainos-skills/main/install.sh | sh If the insta...
 6.4K
1277 bmad-idea supercent-io/skills-template
bmad-idea - BMAD Creative Intelligence Suite When to use this skill Brainstorming ideas using structured creative techniques (36 methods across 7 categories) Running a human-centered design thinking process Identifying market disruption opportunities or designing new business models Diagnosing complex problems using systematic root cause analysis Crafting compelling narratives, product stories, or pitches Any creative front-end work before structured development begins Installation npx skills ad...
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1278 prd-to-plan mattpocock/skills
PRD to Plan Break a PRD into a phased implementation plan using vertical slices (tracer bullets). Output is a Markdown file in ./plans/ . Process 1. Confirm the PRD is in context The PRD should already be in the conversation. If it isn't, ask the user to paste it or point you to the file. 2. Explore the codebase If you have not already explored the codebase, do so to understand the current architecture, existing patterns, and integration layers. 3. Identify durable architectural decisions Before...
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1279 mentoring-juniors github/awesome-copilot
Mentoring Socratique Overview A comprehensive Socratic mentoring methodology designed to develop autonomy and reasoning skills in junior developers and AI newcomers. Guides through questions rather than answers — never solves problems for the learner. Persona: Sensei You are Sensei , a senior Lead Developer with 15+ years of experience , known for your exceptional teaching skills and kindness. You practice the Socratic method : guiding through questions rather than giving answers. "Give a dev a ...
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1280 optimize-for-ai calm-north/seojuice-skills
Optimize for AI Optimize for AI search engines (ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews) using citation architecture, E-E-A-T signals, and brand entity building. The Shift: Ranked vs Cited Traditional SEO gets you ranked in a list of results. AI SEO gets you cited as a source in AI-generated answers. The difference matters: AI systems select sources based on content quality, structure, and authority — not just ranking position AI Overviews appear in a growing share of Google sea...
 6.4K
1281 typescript-react-reviewer dotneet/claude-code-marketplace
TypeScript + React 19 Code Review Expert Expert code reviewer with deep knowledge of React 19's new features, TypeScript best practices, state management patterns, and common anti-patterns. Review Priority Levels 🚫 Critical (Block Merge) These issues cause bugs, memory leaks, or architectural problems: Issue Why It's Critical useEffect for derived state Extra render cycle, sync bugs Missing cleanup in useEffect Memory leaks Direct state mutation (.push(), .splice()) Silent update failures Co...
 6.3K
1282 temporal-python-testing wshobson/agents
Temporal Python Testing Strategies Comprehensive testing approaches for Temporal workflows using pytest, progressive disclosure resources for specific testing scenarios. When to Use This Skill Unit testing workflows - Fast tests with time-skipping Integration testing - Workflows with mocked activities Replay testing - Validate determinism against production histories Local development - Set up Temporal server and pytest CI/CD integration - Automated testing pipelines Coverage strategies - Achiev...
 6.3K
1283 clerk-testing clerk/skills
Test auth = isolated session state. Each test needs fresh auth context. - `clerkSetup()` initializes test environment - `setupClerkTestingToken()` bypasses bot detection - `storageState` persists auth between tests for speed Workflow - Identify test framework (Playwright or Cypress) - WebFetch the appropriate URL from decision tree above - Follow official setup instructions - Use `pk_test_*` and `sk_test_*` keys only Best Practices - Use `setupClerkTestingToken()` before navigating t...
 6.3K
1284 ml-pipeline-workflow wshobson/agents
ML Pipeline Workflow Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment. Overview This skill provides comprehensive guidance for building production ML pipelines that handle the full lifecycle: data ingestion → preparation → training → validation → deployment → monitoring. When to Use This Skill Building new ML pipelines from scratch Designing workflow orchestration for ML systems Implementing data → model → deployment automation Setting up reprod...
 6.3K
1285 web3-testing wshobson/agents
Web3 Smart Contract Testing Master comprehensive testing strategies for smart contracts using Hardhat, Foundry, and advanced testing patterns. When to Use This Skill Writing unit tests for smart contracts Setting up integration test suites Performing gas optimization testing Fuzzing for edge cases Forking mainnet for realistic testing Automating test coverage reporting Verifying contracts on Etherscan Hardhat Testing Setup // hardhat.config.js require("@nomicfoundation/hardhat-toolbox"); requi...
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1286 angular-migration wshobson/agents
Angular Migration Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration. When to Use This Skill Migrating AngularJS (1.x) applications to Angular (2+) Running hybrid AngularJS/Angular applications Converting directives to components Modernizing dependency injection Migrating routing systems Updating to latest Angular versions Implementing Angular best practices Migration Strategies 1. Big Bang (Complete Rewrite) ...
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1287 multi-cloud-architecture wshobson/agents
Multi-Cloud Architecture Decision framework and patterns for architecting applications across AWS, Azure, and GCP. Purpose Design cloud-agnostic architectures and make informed decisions about service selection across cloud providers. When to Use Design multi-cloud strategies Migrate between cloud providers Select cloud services for specific workloads Implement cloud-agnostic architectures Optimize costs across providers Cloud Service Comparison Compute Services AWS Azure GCP Use Case EC2 Vi...
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1288 incident-runbook-templates wshobson/agents
Incident Runbook Templates Production-ready templates for incident response runbooks covering detection, triage, mitigation, resolution, and communication. When to Use This Skill Creating incident response procedures Building service-specific runbooks Establishing escalation paths Documenting recovery procedures Responding to active incidents Onboarding on-call engineers Core Concepts 1. Incident Severity Levels Severity Impact Response Time Example SEV1 Complete outage, data loss 15 min Produ...
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1289 best-practices addyosmani/web-quality-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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1290 okx-onchain-gateway okx/onchainos-skills
OKX Onchain Gateway CLI 6 commands for gas estimation, transaction simulation, broadcasting, and order tracking. Pre-flight Checks Every time before running any onchainos command, always follow these steps in order. Do not echo routine command output to the user; only provide a brief status update when installing, updating, or handling a failure. Confirm installed : Run which onchainos . If not found, install it: curl -sSL https://raw.githubusercontent.com/okx/onchainos-skills/main/install.sh | ...
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1291 hybrid-cloud-networking wshobson/agents
Hybrid Cloud Networking Configure secure, high-performance connectivity between on-premises and cloud environments using VPN, Direct Connect, and ExpressRoute. Purpose Establish secure, reliable network connectivity between on-premises data centers and cloud providers (AWS, Azure, GCP). When to Use Connect on-premises to cloud Extend datacenter to cloud Implement hybrid active-active setups Meet compliance requirements Migrate to cloud gradually Connection Options AWS Connectivity 1. Site-to...
 6.3K
1292 postmortem-writing wshobson/agents
Postmortem Writing Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence. When to Use This Skill Conducting post-incident reviews Writing postmortem documents Facilitating blameless postmortem meetings Identifying root causes and contributing factors Creating actionable follow-up items Building organizational learning culture Core Concepts 1. Blameless Culture Blame-Focused Blameless "Who caused this?" "What condition...
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1293 anti-reversing-techniques wshobson/agents
AUTHORIZED USE ONLY: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis: Verify authorization: Confirm you have explicit written permission from the software owner, or are operating within a legitimate security context (CTF, authorized pentest, malware analysis, security research) Document scope: Ensure your activities fall within the defined scope of your authorization Legal compliance: Understand that unauthorized bypassing of software protection m...
 6.3K
1294 paypal-integration wshobson/agents
PayPal Integration Master PayPal payment integration including Express Checkout, IPN handling, recurring billing, and refund workflows. When to Use This Skill Integrating PayPal as a payment option Implementing express checkout flows Setting up recurring billing with PayPal Processing refunds and payment disputes Handling PayPal webhooks (IPN) Supporting international payments Implementing PayPal subscriptions Core Concepts 1. Payment Products PayPal Checkout One-time payments Express checko...
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1295 binary-analysis-patterns wshobson/agents
Binary Analysis Patterns Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic. Disassembly Fundamentals x86-64 Instruction Patterns Function Prologue/Epilogue ; Standard prologue push rbp ; Save base pointer mov rbp, rsp ; Set up stack frame sub rsp, 0x20 ; Allocate local variables ; Leaf function (no calls) ; May skip frame pointer setup sub rsp, 0x18 ; Just allocate locals ; Standard e...
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1296 nblm magicseek/nblm
NotebookLM Quick Commands Query Google NotebookLM for source-grounded, citation-backed answers. Environment All dependencies and authentication are handled automatically by run.py: First run creates .venv and installs Python/Node.js dependencies If Google auth is missing or expired, a browser window opens automatically No manual pre-flight steps required Usage /nblm <command> [args] Commands Notebook Management Command Description login Authenticate with Google status Show auth and library...
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1297 bmad-gds supercent-io/skills-template
bmad-gds - BMAD Game Development Studio When to use this skill Starting a new game project and need a structured concept → production workflow Creating a Game Design Document (GDD), narrative design, or technical architecture Managing sprints and dev stories for a game team Setting up test frameworks for Unity, Unreal Engine, or Godot projects Quick prototyping or rapid feature work without full planning overhead Reviewing code or running retrospectives after development epics Installation npx s...
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1298 triage-issue mattpocock/skills
Triage Issue Investigate a reported problem, find its root cause, and create a GitHub issue with a TDD fix plan. This is a mostly hands-off workflow - minimize questions to the user. Process 1. Capture the problem Get a brief description of the issue from the user. If they haven't provided one, ask ONE question: "What's the problem you're seeing?" Do NOT ask follow-up questions yet. Start investigating immediately. 2. Explore and diagnose Use the Agent tool with subagent_type=Explore to deeply i...
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1299 remove-background pilioai/skills
Remove Background Use the Pilio CLI so file upload and task creation are handled by the official SDK. Require PILIO_API_KEY in the environment. Do not ask the user to paste API keys into the conversation. Run: pnpm dlx @pilio/cli remove-background --input ./portrait.png The command returns a task payload. If the task is still pending or processing, wait for it: pnpm dlx @pilio/cli task wait < task_id >
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1300 market-sizing-analysis wshobson/agents
Market Sizing Analysis Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities. Overview Market sizing provides the foundation for startup strategy, fundraising, and business planning. Calculate market opportunity using three complementary methodologies: top-down (industry reports), bottom-up (customer segment calculations), and value theory (willingness to pay)...
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