Create a GitHub release with auto-generated release notes from commits since the last tag. Uses conventional commits to categorize changes into Features, Bug Fixes, and maintenance sections.

Organize GitHub repositories for professional presentation and maintainability. README templates, documentation standards, repo organization patterns, and profile optimization. Triggers on GitHub cleanup, repo organization, README writing, or open source presentation requests.

Manage GitHub repositories for Claude Code plugins including issues, pull requests, releases, CI/CD workflows, and GitHub Actions. Use when working with GitHub repository management, creating releases, setting up CI/CD, managing issues or pull requests.

Complete GitHub repository setup with production-grade standards including community health files, CI/CD workflows, issue templates, documentation site, badges, CODEOWNERS, and release management. Handles initialization, configuration, GitHub Pages deployment, and automated quality checks for professional open-source or enterprise projects.

Analyze GitHub repository security alerts and generate remediation plans. Use when the user asks to review security alerts, fix vulnerabilities, check dependabot alerts, review code scanning issues, or address secret scanning findings for a GitHub repository. Triggers on requests mentioning GitHub security, repo security review, vulnerability remediation, or security audit.

Pull request swarm management for multi-agent code review and validation. Use for coordinated PR reviews, automated validation, PR-based swarm creation, and intelligent merge workflows.

Two-way synchronization between SpecWeave specs and GitHub Projects (push & pull by default). Use when asking about GitHub integration setup, troubleshooting sync issues, or configuring sync settings. For actual syncing, use /sw-github:sync-spec command.

Synchronise task lists with GitHub Projects using the gh CLI. Use this skill when users want to add tasks, to-dos, or action items to a GitHub repository's project board. The skill can extract tasks from markdown files, user messages, or structured data, then create GitHub issues and add them to projects. It intelligently detects the target repository from git remotes when not explicitly specified.

GitHub repository templates and configuration. Activate when setting up GitHub repos, CONTRIBUTING.md, CODEOWNERS, issue templates, PR templates, or GitHub Copilot instructions.

>

This skill should be used when creating or improving GitHub Actions CI/CD workflows for Breenix kernel development. Use for authoring new test workflows, optimizing existing CI pipelines, adding new test types, fixing workflow configuration issues, or adapting workflows for new kernel features.

Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creating GitHub Actions, or triaging issues.

GitHub workflow patterns for Orchestrator AI. Branch naming, PR process, code review, CI/CD. CRITICAL: Use conventional branch names (feature/, fix/, chore/). PRs require quality gates to pass. Use GitHub Actions for CI/CD.

This skill provides standardized guidance for the complete GitHub development workflow, including **design canvas creation using Pencil**, branch management, PR creation, CI monitoring, and reviewer b

Diagnose, fix, and optimize GitHub Actions workflows for Rust projects. Use when setting up CI/CD, troubleshooting workflow failures, optimizing build times with caching, or ensuring best practices for testing, linting, and releases.

Generate a verifiable GitHub Wrapped year-in-review as a single-file HTML (raw gh API JSON saved, Python-built dataset embedded), with a Bilibili-style narrative, smooth transitions, and mobile-friendly paged mode. Requires gh CLI to be authenticated.

Help address review/issue comments on the open GitLab MR for the current branch using glab CLI. Use when the user wants help addressing review/issue comments on an open GitLab MR

Debug and monitor GitLab CI/CD pipelines for merge requests. Check pipeline status, view job logs, and troubleshoot CI failures. Use this when the user needs to investigate GitLab CI pipeline issues, check job statuses, or view specific job logs.

Perform comprehensive code reviews of GitLab merge requests, providing actionable feedback on code quality, security, performance, and best practices.

The model must apply when tasks involve .gitlab-ci.yml configuration, GitLab Flavored Markdown (GLFM) syntax, gitlab-ci-local testing, CI/CD pipeline optimization, GitLab CI Steps composition, Docker-in-Docker workflows, or GitLab documentation creation. Triggers include modifying pipelines, writing GitLab README/Wiki content, debugging CI jobs locally, implementing caching strategies, or configuring release workflows.

Guide proper GitOps workflow for Kubernetes changes instead of direct kubectl mutations. Identifies resources, locates/creates manifests, commits to git, and syncs via ArgoCD/Flux. Use when kubectl mutation is blocked.

Comprehensive GitOps compliance verification that detects configuration drift and policy violations through three audit types - (1) Cluster Drift (resources in cluster not tracked in git), (2) Spec Drift (differences between git manifests and cluster state), (3) Code Violations (hardcoded Kubernetes configs in application code). Automatically triggered when code review detects changes to *.yaml/*.yml in charts/, manifests/, k8s/, kubernetes/, deployment scripts, Helm charts, Kustomize files, or Kubernetes client library imports. Use manually for investigating cluster drift, auditing GitOps compliance, before production deployments, troubleshooting sync issues, or regular compliance checks.

ArgoCD ApplicationSets, progressive delivery, Harness GitX, and multi-cluster GitOps patterns

Build, run, test, and debug GrooveTech apps (Orchestrator, Pfizer, GMP, Media Server). Use gj commands - never construct xcodebuild commands manually.

Expert guidance for Google Kubernetes Engine (GKE) operations including cluster management, workload deployment, scaling, monitoring, troubleshooting, and optimization. Use when working with GKE clusters, Kubernetes deployments on GCP, container orchestration, or when users need help with kubectl commands, GKE networking, autoscaling, workload identity, or GKE-specific features like Autopilot, Binary Authorization, or Config Sync.

Interact with GitLab using the `glab` CLI. Use when Claude needs to work with GitLab merge requests, CI/CD pipelines, issues, releases, or make API requests. Supports gitlab.com and self-hosted instances.

Use when gleam-Erlang interoperability including calling Erlang code from Gleam, using Erlang libraries, external functions, working with Erlang types, NIFs, and leveraging the BEAM ecosystem from Gleam applications.

This skill provides specialized knowledge for integrating and using GLM-4.7 Coding Plan API (智谱编程套餐). Use this skill when working with GLM-4.7 for prompt optimization, code generation, or technical documentation tasks. GLM-4.7 uses a unique response format with reasoning_content field and requires special endpoint handling.

Project-wide coding standards and conventions specialist. Use PROACTIVELY

This skill automatically generates a comprehensive glossary of terms from a learning graph's concept list, ensuring each definition follows ISO 11179 metadata registry standards (precise, concise, distinct, non-circular, and free of business rules). Use this skill when creating a glossary for an intelligent textbook after the learning graph concept list has been finalized.

Create audio-reactive GLSL visualizers for Bice-Box. Provides templates, audio uniforms (iRMSOutput, iRMSInput, iAudioTexture), coordinate patterns, and common shader functions.

Optimize and post-process GLB/glTF 3D models. Use when compressing models for web delivery, reducing file size, simplifying geometry, inspecting model stats, merging models, or converting textures. Triggers on: optimize GLB, compress model, reduce file size, simplify mesh, draco compression, meshopt, webp textures, inspect model, merge GLB, model optimization.

Validate glTF files against your loader, identify missing features for each phase of compatibility, debug loading failures, and guide your 5-phase glTF progression from simple to complex models

Use when (1) creating GitHub issues from feature plans or bug reports, (2) documenting bugs found during development, (3) managing the project backlog. Creates well-structured GitHub issues with templates and labels.

Use when (1) reviewing a pull request against coding standards, (2) verifying PR meets acceptance criteria from feature plan, (3) checking for common issues before merge. Reviews PRs against plan and project standards.

Use when (1) PROJECT_MANIFEST.json and INITIAL_PLAN.md exist, (2) ready to execute setup.sh to initialize the project, (3) renaming template to project name. Wraps setup.sh with preflight checks and validation.

Use when (1) verifying a feature is complete against acceptance criteria, (2) running QA checklist before release, (3) validating PR changes meet requirements. Performs systematic QA verification with documented results.

Use when (1) building mobile app via EAS for distribution, (2) submitting to App Store or Google Play, (3) managing mobile release workflow. Handles Expo EAS build and submission process.

Use when (1) preparing a release for staging or production, (2) generating release notes and changelog, (3) verifying environment readiness before deployment. Prepares all artifacts needed for a release.

Specialized AI agent for finite element mesh generation and manipulation

GNS3 network lab operations including topology management, device configuration via console, and troubleshooting workflows for routers and switches

Work with GNU recutils for plain-text record databases. Use when creating, querying, or validating .rec files, defining record schemas with %rec descriptors, converting between rec/CSV formats, or when the user mentions recutils, recsel, recins, recfmt, or record-oriented data files.

go-api-reviewer

Build Go-based command-line tools following established patterns with Cobra CLI framework, Viper configuration, SQLite database, and automated GitHub Actions workflows for releases. Use when creating new Go CLI projects or adding features to existing ones that follow the Cobra/Viper/SQLite stack.

Auto-review Go code for 100+ common mistakes when analyzing .go files, discussing Go patterns, or reviewing PRs with Go code. Checks error handling, concurrency, interfaces, performance, testing, and stdlib usage.

Go database operations - SQL, ORMs, transactions, migrations

This skill should be used when writing, refactoring, or testing Go code. It provides idiomatic Go development patterns, TDD-based workflows, project structure conventions, and testing best practices using testify/require and mockery. Activate this skill when creating new Go features, services, packages, tests, or when setting up new Go projects.

'Instructions for writing Go code following idiomatic Go practices and community standards. Use this when writing or reviewing any code written in Go (Golang).'

This skill should be used when drafting or reviewing Go doc comments so they align with the official Go documentation style and pkgsite rendering rules.

Comprehensive Go engineering guidelines for writing production-quality Go code. This skill should be used when writing Go code, performing Go code reviews, working with Go tools (gopls, golangci-lint, gofmt), or answering questions about Go best practices and patterns. Applies to all Go programming tasks including implementation, refactoring, testing, and debugging.