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.

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.

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

google-slides

google-tts

Execute read-only SQL queries against multiple Microsoft SQL Server databases. Use when: (1) querying MSSQL/SQL Server databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.

Execute read-only SQL queries against multiple MySQL databases. Use when: (1) querying MySQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.

Search, read, and manage Outline wiki documents. Use when: (1) searching wiki for documentation, (2) reading wiki pages or articles, (3) listing wiki collections or documents, (4) creating or updating wiki content, (5) exporting documents as markdown. Works with any Outline wiki instance (self-hosted or cloud).

Execute read-only SQL queries against multiple PostgreSQL databases. Use when: (1) querying PostgreSQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.

Check for new OpenClaw releases and notify once per new version.

Sync skills between local installation and the GitHub source-of-truth repository. Use when asked to install, update, list, or push skills.

This skill guides the creation of Claude Code slash commands - reusable workflows that can be invoked with `/command-name` in Claude Code conversations.

Gong API for searching calls, transcripts, and conversation intelligence. Use when working with Gong call recordings, sales conversations, transcripts, meeting data, or conversation analytics. Supports listing calls, fetching transcripts, user management, and activity stats.

Natural language interaction with Jira. Supports multiple backends.

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