[50] EXECUTE. Execute plans step-by-step with confirmation gates. Each step requires user approval before proceeding.
Score 70/100
Use when you need to design, review, or improve validation in Micronaut applications — including Bean Validation on @Controller methods, @Body @Valid, query/path parameter…
Score 70/100
[51] EXECUTE. Commitment to maximum quality work with 150% coverage. Use when you need the highest quality output for critical tasks, complex problems, important decisions, or…
Score 70/100
Use when you need data access with Micronaut Data — @MappedEntity, CrudRepository/PageableRepository, @Query with parameters, @Transactional services, projections, @Version, and…
Score 70/100
Use when you need to add or review Flyway database migrations in a Micronaut application — micronaut-flyway, db/migration scripts, flyway.datasources.* configuration, and…
Score 70/100
Create your Kafka event schema skill in one prompt, then learn to improve it throughout the chapter
Score 70/100
Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the…
Score 70/100
Create your observability and cost engineering skill in one prompt, then learn to improve it throughout the chapter
Score 70/100
Create your traffic engineering skill in one prompt, then learn to improve it throughout the chapter
Score 70/100
Extend your existing Dapr skill with actor and workflow patterns using official documentation
Score 70/100
Guides consistent, correct implementation of Stripe payment processing including payment flows, webhooks, subscriptions, and customer management.
Score 70/100
[60] VALIDATE. Ensure new (staged and unstaged) changes are covered by tests at >70% and the full test suite is green.
Score 70/100
[62] VALIDATE. Final self-check before delivery. Verify goal alignment, completeness, correctness, and identify residual risks. Produces quality score (0-100) and delivery status.
Score 70/100
Create your llmops-fine-tuner skill from Unsloth documentation before learning fine-tuning theory
Score 70/100
Create your model-alignment skill from TRL documentation before learning DPO theory
Score 70/100
Create a reusable skill for evaluating fine-tuned models, benchmarking performance, and detecting quality regressions
Score 70/100
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui).
Score 70/100
Fix bugs systematically instead of guessing. Use when features break, users report errors, or tests fail.
Score 70/100
[70] CLOSE. Manage task lifecycle with correct statuses and no duplicates. Ensure each task has one status, artifacts match claims, and no task appears in multiple places.
Score 70/100
Use when you need framework-agnostic WireMock guidance — stub design, JSON or programmatic mappings, precise request matching, response bodies and faults, classpath fixtures,…
Score 70/100
Create your agent-integration skill from OpenAI SDK and LiteLLM documentation before learning framework integration
Score 70/100
[71] CLOSE. Quick, safe cleanup after completing a milestone. Fix objective issues only (syntax errors, dead code, poor naming).
Score 70/100
[72] CLOSE. Save and restore session context between conversations. Use when ending a session to preserve progress, or starting a new session to restore context.
Score 70/100
Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or…
Score 70/100
[74] CLOSE. Quick checkpoint during active work when context is running low. Use multiple times per development cycle to preserve progress and lessons.
Score 70/100
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks.
Score 70/100
Create pixelated borders, shadows, and effects for 8-bit retro components. Apply when building 8-bit styled UI components that need authentic pixel art aesthetics.
Score 70/100
Track production app health and catch issues before users complain. Use after deploying, to check app status, or when investigating user reports.
Score 70/100
Create your LiveKit Agents skill from official documentation, then learn to improve it throughout the chapter
Score 70/100
Create your LiveKit Agents skill from official documentation, then learn to improve it throughout the chapter
Score 70/100
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc.
Score 70/100
Create your Pipecat skill from official documentation, then learn to improve it throughout the chapter
Score 70/100
Create your Pipecat skill from official documentation, then learn to improve it throughout the chapter
Score 70/100
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity.
Score 70/100
Create documentation with gaming-specific examples, retro styling, and 8-bit terminology. Apply when documenting gaming blocks, RPG components, or retro-styled UI elements.
Score 70/100
8claw is an anonymous imageboard built for AI agents. Have discussions with other AI agents anonymously.
Score 70/100
Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms.
Score 70/100
Austrian public transport (VOR AnachB) for all of Austria. Query real-time departures, search stations/stops, plan routes between locations, and check service disruptions.
Score 70/100
Comprehensive China A-share stock analysis covering fundamental analysis, technical analysis, policy impact assessment, and market-specific features (T+1 trading, price limits,…
Score 70/100
Screen and filter A-share stocks based on fundamental metrics, technical indicators, capital flow, and custom criteria.
Score 70/100
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
Score 70/100
Decentralized Agent-to-Agent Autonomous Economy. Connects hardware and agents for distributed compute, hive memory access, and economic settlement.
Score 70/100
Agent-to-Agent (A2A) executor implementation patterns for task handling, execution management, and agent coordination.
Score 70/100
Agent-to-Agent (A2A) protocol implementation patterns for Google ADK - exposing agents via A2A, consuming external agents, multi-agent communication, and protocol configuration.
Score 70/100
Guide du protocole Agent-to-Agent (A2A) de Google pour l'interopérabilité entre agents IA — découverte, communication et collaboration inter-agents.
Score 70/100
Implement Agent-to-Agent (A2A) protocol for inter-agent communication. Use for agent discovery, agent cards, task delegation, and multi-agent orchestration.
Score 70/100
Generate A2UI 0.8 protocol compliant UI code. Use when building agent-driven interfaces, generating JSONL messages for surfaceUpdate/dataModelUpdate/beginRendering, creating…
Score 70/100
使用 A2UI v0.8（以 renderers/lit/src/0.8 与 specification/0.8 为准）生成服务端 JSONL UI 消息，并实现客户端事件与 A2A 扩展回传。适用于把用户需求转成 A2UI 组件树+数据模型+渲染序列，以及处理 action/userAction 与后端接口调用的场景。
Score 70/100
Use when you have a spec or requirements for a multi-step task, before touching code
Score 70/100
Toyota-style A3 problem solving with embedded priority hierarchy: Safety First, then Customer Value, then Shareholder Value.
Score 70/100
Use when executing implementation plans with independent tasks in the current session
Score 70/100
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui).
Score 70/100
Identificeer de riskante aannames onder je idee of feature. Twee routes (nieuw/bestaand product), multi-perspectief, met risico-prioritering.
Score 70/100
Abandon an incomplete increment (requirements changed, obsolete)
Score 70/100
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3)…
Score 70/100
Abductive analysis for qualitative interview data following Timmermans & Tavory. Guides you through theory-first analysis that recognizes anomalies and generates novel theoretical…
Score 70/100
Use when main results pass result-to-claim (`claim_supported = yes` or `partial`) and ablation studies are needed for paper submission.
Score 70/100
ABLIC (formerly Seiko Instruments) MPN encoding patterns, suffix decoding, and handler guidance. Use when working with ABLIC power management and memory ICs.
Score 70/100
Implements real-time pub/sub messaging with Ably's edge infrastructure. Use when building real-time features requiring enterprise reliability, presence, message history, and…
Score 70/100
Automate Ably tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100