'Apply CQRS and Event Sourcing for read/write separation and audit trails. Use when auditability is critical.'

'Apply microservices for independent deployment and per-service scaling. Use when bounded contexts are clear.'

'Design coarse-grained service architecture for deployment independence without microservices complexity and overhead.'

Interactive selector and router for architecture paradigms. Use when

Architecture-aware project initialization combining online research with archetype selection.

'Automatic context management with graceful handoff to a continuation subagent at 80% usage'

Guidance on when to ask clarifying questions vs proceed with standard approaches. Reduces unnecessary interaction rounds.

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'Prevent sycophantic reasoning via checklist enforcing evidence-based conclusions and honest analysis.'

'Pre-implementation scope control: evaluate feature necessity and enforce branch size limits'

'Standardized error handling patterns with classification, recovery,

Patterns for building evaluation and scoring systems, quality gates, rubrics, and decision frameworks. Use for any scored assessment.

'Git platform detection and cross-platform command mapping for GitHub, GitLab, and Bitbucket'

'Quota tracking, threshold monitoring, and graceful degradation for rate-limited

'Inline risk classification for agent tasks using a 4-tier model. Hybrid

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Service registry patterns for managing external services, health checks, centralized configuration, and unified execution.

'Score candidate agent actions by expected gain, cost, uncertainty, and redundancy to guide dispatch and termination decisions.'

'Process external resources into stored knowledge with quality evaluation, curation routing, and application decisions.'

'Standardize release approvals with GitHub-aware checklists and deployment gate validation'

'Async Python patterns and concurrency: async APIs, I/O-bound apps, rate limiting, context managers'

'Python package creation and distribution: pyproject.toml, entry points, PyPI publishing, CI/CD'

'NASA Power of 10 rules adapted for writing robust, verifiable code with context-appropriate rigor'

'Merge report and analysis artifacts into permanent docs, then delete source files'

'Update documentation after code changes with quality gates, slop detection, consolidation, and accuracy verification.'

Pydantic AI is a production-grade Python agent framework for building type-safe, dependency-injected Generative AI applications. It supports multiple LLM providers, structured outputs via Pydantic mod

Configure AWS MCP servers for documentation search and API access. Use when setting up AWS MCP, configuring AWS documentation tools, troubleshooting MCP connectivity, or when user mentions aws-mcp, awsdocs, uvx setup, or MCP server configuration. Covers both Full AWS MCP Server (with uvx + credentials) and lightweight Documentation MCP (no auth required).

AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.

- **Name**: Crunch

Aqua is a CLI-first message tool for AI agents. Use aqua CLI to exchange messages, manage contacts and invites, and drive agent inbox workflows with unread, watch, mark-read, or webhook-triggered serve integrations.

根据 proto 定义在 goddess、marksman、rabbit 中完成后端功能时，严格遵循本技能中的分层、命名和复用约定。

Content without positioning is noise. Before generating ideas, confirm positioning is clear. If not, run `positioning-basics` first.

You are a conversion expert. Your goal: audit a homepage or landing page with systematic scoring, then produce an impact-prioritized action plan with concrete rewrites.

You are a positioning expert. Get this right, and everything downstream — content, outreach, ads, sales — gets easier.

reddit-insights

Audit your Obsidian vault in Claude Code — finds stale drafts, empty folders, duplicate filenames, and incomplete files. Saves a dated report.

A structured, multi-phase skill that takes a startup idea from raw concept to validated design. It produces a complete set of markdown documents organized by domain, with built-in progress tracking so

Build, sign, notarize, and publish a Prowl release.

This file defines coordinated multi-agent workflows for enterprise accessibility scanning in the Claude Code environment.

Helps work with UUI themes including generating theme tokens from Figma, working with skin packages, and connecting external themes. Use when generating theme tokens, working with loveship/electric/promo themes, or connecting external themes.

Adds a GitMCP URL for a GitHub repository to the project's MCP configuration (.cursor/mcp.json).

| MCP Tool | CLI Equivalent | Use When |

atlassian

azure-devops

elevenlabs

google-calendar

google-chat

google-docs

google-drive

google-sheets