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Diagnoses LLM output failures including hallucinations, constraint violations, format errors, and reasoning issues. Provides root cause classification, prompt…

Best practices, references, and templates for integrating games with the Play.fun ecosystem.

Use when creating content that must be discoverable by AI search engines (ChatGPT, Perplexity, Gemini). Use when SEO alone isn't enough, when you need AI…

Design and maintain customer health scoring systems with automated alerts and trending analysis

FastAPI web framework for building modern APIs with async support

Commits and pushes all changes (staged, unstaged, untracked) to remote. Use when you need a quick push of everything at once.

Meta-prompting standard library — the PAI system for generating, optimizing, and composing prompts programmatically. Owns three pillars: Standards (Anthropic…

Use when installing MCP packages and configuring Claude-side MCP registration, hooks, permissions, IDE extension mode, and migrations.

Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, naming conventions, error…

Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current…

Creates SLO-based alerts and operational dashboards with key charts, alert thresholds, and runbook links. Use for "alerting", "dashboards", "SLO", or…

Build investment systems in the style of AQR Capital Management, the quantitative investment firm pioneering factor investing. Emphasizes academic rigor,…

Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.

Use this skill when building workflow automations with Zapier, Make (Integromat), n8n, or similar no-code/low-code platforms. Triggers on workflow automation, Zap creation, Make scenario design, n8n workflow building, webhook routing, internal tooling automation, app integration, trigger-action patterns, and any task requiring connecting SaaS tools without writing full applications.

Latest Docker 2025 features including AI Assistant, Enhanced Container Isolation, and Moby 25

Ashby integration. Manage Persons, Users, Roles. Use when the user wants to interact with Ashby data.

Unvarnished technical criticism combining Linus Torvalds' precision, Gordon Ramsay's standards, and James Bach's BS-detection. Use when code/tests need harsh…

Pre-submission validation for Google Play releases covering metadata, screenshots, bundle integrity, data safety, and policy compliance. Use when preparing a…

Master ACX-compliant audiobook production using Audible's technical standards and Richard Mayer's multimedia learning principles for engaging, professional…

Use when explaining code, concepts, or system behavior to a specific audience level - provides a structured explanation workflow with depth control and…