Design

Complete OpenSSF Scorecard achievement guide. Understand all 18 security checks, fix false positives, navigate controversial recommendations, and progress from 7 to 10/10.

Strict file creation rules. Loaded FIRST by orchestrator and all agents before any action. Prevents pollution with .md, .json, scripts. Only allows code files and .build/ docs.

WHEN: CI/CD pipeline review, GitHub Actions, GitLab CI, Jenkins, build optimizationWHAT: Pipeline structure + Job optimization + Security scanning + Caching strategy + Deployment patternsWHEN NOT: Kubernetes → k8s-reviewer, Terraform → terraform-reviewer

Orchestrates test execution for the Nomos monorepo following TESTING_GUIDE.md standards. Use this when running tests, debugging test failures, validating coverage, or executing verification checklists from AGENTS.md files.

Design Azure release pipelines with deployment strategies and rollback. Use when creating release automation or deployment strategies.

Generate pytest tests for Python modules with parametrization, shared fixtures in conftest.py, and minimal mocking. Use when creating unit tests, test suites, or improving test coverage. Follows 1-1 file correspondence and real object testing principles.

Generate browser extension icons at multiple sizes (16x16, 32x32, 48x48, 128x128) from SVG files. Use when creating new extension icons, converting SVG to PNG icons, or when user mentions extension icons, icon generation, or icon sizes.

Use when extracting structured data from medical research PDFs, parsing study characteristics, patient demographics, outcomes, and results. Invoke for systematic review data collection from papers.

This skill should be used when the user asks about "coordinate coding agents", "orchestrate agent team", "manage multiple agents", "vibekanban workflow", "task delegation to agents", "agent swarm coordination", "parallel agent execution", "chief of staff mode", "cos mode", "you're my cos", "your my cos", "act as cos", "be my cos", "you are my chief of staff", "create tasks for agents", "dispatch agents", or needs guidance on coordinating autonomous coding agents, task breakdown strategies, or multi-agent workflow patterns.

Write specifications following project conventions - includes requirement format, scenario structure, and Given/When/Then patterns

Master tidy modelling patterns for ITC analyses following TMwR principles. Covers workflow structure, consistent interfaces, reproducibility best practices, and data validation. Use when setting up ITC analysis projects or building pipelines.

Expert guidance for building production-ready tool-calling agents with Databricks Mosaic AI Agent Framework. Use when users need to create agents that orchestrate multiple data sources or APIs, implement LangChain-based agentic workflows, design Foundation Model-powered tool selection, optimize agent prompts and decision-making, or architect multi-tool agent systems. Covers agent architecture patterns, tool design best practices, Foundation Model integration, and common pitfalls.

Help users deploy, configure, manage, troubleshoot, and perform operations on LimaCharlie endpoint sensors across Windows, macOS, Linux, Chrome, and Edge platforms.

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification. Verifies .gitignore, runs project setup, confirms clean test baseline. Do NOT use for quick fixes or small changes - worktrees add overhead; use simple branch switching for trivial changes.

Master mobile app development across Android (Kotlin), iOS (Swift), and cross-platform frameworks (React Native, Flutter). Learn native development, UI/UX patterns, APIs, performance optimization, and app store deployment.

Verifies content matches user search intent to maximize sales, leads, digital sales, and mailing list growth through 34 verification modules and 16-part scoring system

Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.

Design system architecture before implementing new features. Use when starting major components or making design decisions with long-term impact.

Manage and track all TODOs from code comments and todo files. Provides quick reportsof open tasks, scans for untracked TODOs, and integrates with GitHub Issues.Triggered by "/todo", "show todos", "list todos", or "todo status".

Write secure, performant database queries using parameterized queries, eager loading, proper indexing, and transactions. Use this skill when writing database query code, ORM query methods, SQL statements, or data fetching logic. Use this when preventing SQL injection with parameterized queries, optimizing queries to avoid N+1 problems with eager loading, selecting specific columns instead of SELECT *, implementing database transactions for related operations, adding query timeouts, or caching expensive queries. Use this when working on repository files, service files with database access, query builder code, or any file that retrieves or manipulates data from databases.