Discover devops cicd skills, compare source repositories and read the instructions for each workflow.
Troubleshoot agent & tool failures in scheduling orchestration. Use when MCP tools fail, agent communication breaks, constraint engines error, or database operations timeout. Provides systematic incident respon...
Test generation expertise for Python (pytest) and TypeScript (Jest). Use when writing new tests, improving coverage, or creating test fixtures. Ensures comprehensive coverage including edge cases, error scenari...
Reference for parallel agent deployment protocols (search-party, qa-party, plan-party)
Parallel metrics collection using G-6 SIGNAL. Deploy 6 probes to gather metrics from all sources for data-driven decisions.
Delta Live Tables (DLT) pipeline patterns and examples for building declarative, self-healing data pipelines with automatic quality enforcement and lineage tracking.
Modern deployment with Databricks Asset Bundles (DAB), supporting multi-environment configurations and CI/CD integration.
Unity Catalog governance patterns, permissions models, security best practices, and policy enforcement for enterprise data governance.
Data product design patterns with contracts, SLAs, and governance for building self-serve data platforms using Data Mesh principles.
GitHub Actions and CI/CD patterns for Databricks, including automated testing, deployment, and quality gates.
Assess and improve repository AI coding proficiency and context engineering maturity. Use when users ask about: (1) AI readiness or AI maturity assessment, (2) context engineering quality or improvement, (3) CL...
Customize AI proficiency measurement for your specific repository through a guided interview. Use when: setting up measure-ai-proficiency for a new repo, adjusting thresholds for your team's size, hiding irrel...
Bug Fix Agent - Automated bug fixing with review loopback and auto-commit to main branch. Fixes bugs, tests them, reviews quality, and commits when quality gates pass.
Code reviewer providing objective quality metrics, security analysis, and actionable feedback. Use for code reviews with scoring, linting, type checking, and duplication detection.
Evaluate TappsCodingAgents framework effectiveness and provide continuous improvement recommendations. Use for analyzing usage patterns, workflow adherence, and code quality metrics.
Coordinate YAML-defined workflows and make gate decisions. Use for workflow execution, step coordination, and gate evaluation. Includes YAML workflow support.
Work with Gerrit code reviews using the ger CLI tool. Use when reviewing changes, posting comments, managing patches, or interacting with Gerrit. Covers common workflows like fetching changes, viewing diffs, ad...
Create releases for Rust CLI tools, macOS apps, Python/uv projects, and Next.js apps. Use when asked to release, tag, ship, publish, or deploy any project.
Rust development workflow with quality gates, testing, and iteration patterns. Use when developing Rust code, running tests, or iterating on Rust projects.
Onboard a new Rust project with standard tooling, CI/CD, and best practices. Use when starting a new Rust project or setting up an existing one with proper infrastructure.
Modern Python development with uv package manager. Use when working on Python projects using uv, pytest, FastAPI, or Django. Covers development workflow, testing, and EC2 deployment.
Provides workflow guidelines for problem-solving, git commits, GitHub issues, PRs, build management, and testing. Use when planning tasks, creating issues, submitting PRs, managing builds, or writing tests.
Provides workflow guidelines for problem-solving, git commits, GitHub issues, PRs, build management, and testing. Use when planning tasks, creating issues, submitting PRs, managing builds, or writing tests.
GitHub repository setup and configuration. This skill should be used when creating new GitHub repositories, configuring branch protection or rulesets, setting up CODEOWNERS, or troubleshooting PR merge issues....
Create, debug, and optimize GitHub Actions workflows (.github/workflows/*.yml): triggers, jobs, matrices, caching, artifacts, permissions/OIDC, reusable workflows, and actionlint-driven troubleshooting. Use whe...
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