Use when debugging any bug. Enforces a 5-phase protocol where code edits are blocked until root cause is confirmed. Prevents premature fix attempts.
原文の言語: 英語
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このリポジトリの skills
SkillsMP は ranbot-ai/awesome-skills から 2,530 件の skill を収集しています。skill を開くとソースと詳細を確認できます。
ranbot-ai/awesome-skills収集済み skill 2,530 件中 40 件を表示しています。
Use when debugging any bug. Enforces a 5-phase protocol where code edits are blocked until root cause is confirmed. Prevents premature fix attempts.
原文の言語: 英語
Write idiomatic PHP code with generators, iterators, SPL data structures, and modern OOP features. Use PROACTIVELY for high-performance PHP applications.
原文の言語: 英語
Build a low-latency, Iron Man-inspired tactical voice assistant (F.R.I.D.A.Y.) using Pipecat, Gemini, and OpenAI.
原文の言語: 英語
One sentence - what this skill does and when to invoke it
原文の言語: 英語
Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.
原文の言語: 英語
Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use m
原文の言語: 英語
Generate real audio narratives from text content using Azure OpenAI's Realtime API.
原文の言語: 英語
Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB da
原文の言語: 英語
PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management.
原文の言語: 英語
PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.
原文の言語: 英語
Create pull requests following Sentry's engineering practices.
原文の言語: 英語
One sentence - what this skill does and when to invoke it
原文の言語: 英語
Senior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts.
原文の言語: 英語
Create or update a reusable product marketing context document with positioning, audience, ICP, use cases, and messaging. Use at the start of a project to avoid repeating core marketing context across
原文の言語: 英語
Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and save an updated version.
原文の言語: 英語
Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops
原文の言語: 英語
Audit a project and recommend the highest-value skills to add or update.
原文の言語: 英語
Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
原文の言語: 英語
Plan puzzle-based activities for classrooms, parties, and events with pre-configured generator links
原文の言語: 英語
Guides creation of Monte Carlo monitors via MCP tools, producing monitors-as-code YAML for CI/CD deployment.
原文の言語: 英語
Surfaces Monte Carlo data observability context (table health, alerts, lineage, blast radius) before SQL/dbt edits.
原文の言語: 英語
Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing dep
原文の言語: 英語
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benc
原文の言語: 英語
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stor
原文の言語: 英語
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary.
原文の言語: 英語
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.
原文の言語: 英語
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.
原文の言語: 英語
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc. ) into focused tools people will pay for. Not just "ChatGPT but different" - products that solve specific problems with AI.
原文の言語: 英語
Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning
原文の言語: 英語
Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's m
原文の言語: 英語
Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimi
原文の言語: 英語
Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js pro
原文の言語: 英語
Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, and a
原文の言語: 英語
BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications.
原文の言語: 英語
Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync
原文の言語: 英語
Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-sourc
原文の言語: 英語
Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot
原文の言語: 英語
Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory
原文の言語: 英語
Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies.
原文の言語: 英語
Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.
原文の言語: 英語