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Identify and remove AI slop from code comments, documentation, and prose. Use when cleaning up AI-generated output, reviewing for AI tells, or improving signal-to-noise ratio in any text.
Validate implementation plans for completeness, specificity, and actionability. Catches vague language, missing sections, and untestable outcomes.
Identifies the right software design pattern for a given coding task. Use this skill whenever the user is designing a class, module, system, or architecture and would benefit from a known pattern — or...
Analyze GitHub velocity and technical debt trends. Forecasts sprint bottlenecks and tracks debt accumulation. Use for sprint planning, retros, or health checks.
Create a new AI assistant persona interactively. Supports famous characters (auto-generated) and custom personas.
Author Dockerfiles, Docker Compose configurations, and container security hardening. Covers multi-stage builds, layer optimization, image security, and local dev orchestration. Use when creating or im...
Review work accomplished over a time period by correlating Jira tickets with git commits. Use for self-reviews, peer reviews, sprint retrospectives, or performance discussions.
Go patterns and idioms. Use when writing, reviewing, or refactoring Go code. Covers error handling, concurrency, testing, and project structure.
Azure Functions development guidance: trigger and binding patterns, Durable Functions orchestrations, local development with func CLI and Azurite, deployment to Consumption/Premium/Dedicated plans, de...
Perform thorough code review on a PR using the Pragmatic Quality framework. Integrates with Jira to validate implementation matches ticket requirements. Use when reviewing pull requests or providing P...
Better Stack specialist. Configures Better Stack's unified monitoring, alerting, on-call scheduling, and status pages. Includes Terraform (BetterStackHQ/better-uptime provider) and MCP server usage. B...
Switch AI assistant personas interactively. Lists available personas, lets user select one, choose intensity level, and auto-updates the persona.yaml config.
Coordinate multiple subagents to complete a large task. Decomposes work, delegates to specialists, aggregates results, handles failures. Use for tasks spanning multiple domains or requiring parallel w...
Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for clearer, stronger, more professional writ...