Instructions file GitHub Copilot
MCP protocol-level best practices for tool design, annotations, response formats, pagination, and security. Applies to all Go MCP server code.
31 yesterday A 1,183 tokens
original MIT
Instructions file GitHub Copilot
Comprehensive secure coding instructions for all languages and frameworks, based on OWASP Top 10 and industry best practices.
31 yesterday A 1,097 tokens
original MIT
Instructions file GitHub Copilot
Guidelines for GitHub Copilot to write comments to achieve self-explanatory code with less comments. Examples are in JavaScript but it should work on any language that has comments.
31 yesterday A 1,172 tokens
original MIT
Instructions file GitHub Copilot
Testing.T usage rules for code that runs off the test goroutine: HTTP mock handlers, go statements, errgroup tasks, and MCP tool handlers.
31 yesterday A 1,098 tokens
original MIT
Skill Claude CodeCodex
Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.
31 yesterday A 24 tokens
original MIT
Skill Claude CodeCodex
Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.
31 yesterday A 29 tokens
copy · 88% MIT
Skill Claude CodeCodex
Create evaluation Q&A pairs to test MCP server quality. Use when validating how well an MCP server enables LLMs to accomplish real tasks, benchmarking tool design, or measuring server effectiveness through realistic question-answer evaluations.
31 yesterday A 48 tokens
original MIT
Skill Claude CodeCodex
Create a new MCP tool end-to-end: sub-package, input/output structs, handler, ActionSpec metadata, markdown formatter, tests, catalog projection, and documentation. Use when adding a new GitLab API endpoint as an MCP tool.
31 yesterday A 52 tokens
original MIT
Skill Claude CodeCodex
Create a new specification file for the solution, optimized for Generative AI consumption.
31 yesterday A 20 tokens
copy · 100% MIT
Skill Claude CodeCodex
Generate comprehensive project documentation including architecture overview, package/component docs, MCP tools/resources/prompts reference, developer onboarding guide, and configuration/deployment guide. Uses Diátaxis framework and Mermaid diagrams.
31 yesterday A 43 tokens
original MIT
Skill Claude CodeCodex
Generate comprehensive, categorized release notes between two Git refs (tags, branches, commits). Compares refs to gather commits and merged MRs, then produces polished release notes organized by category (Features, Bug Fixes, Improvements, Breaking Changes, Documentation). Works with any GitLab project accessible via…
31 yesterday A 67 tokens
original MIT
git-commit
36Skill Claude CodeCodex
Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive…
31 yesterday A 87 tokens
copy · 100% MIT
Skill Claude CodeCodex
Safely move Go source files between packages with zero compilation downtime. Handles package declarations, import updates, symbol exports, type renames, test migration, and forwarding stubs. Validates compilation after every atomic step.
31 yesterday A 50 tokens
original MIT
Skill Claude CodeCodex
Add idiomatic, godoc-compliant documentation to Go source and test files. Use when user asks to document Go files, add doc comments, improve Go documentation, or mentions /document-go. Covers file headers, package comments, types, functions, interfaces, constants, variables, tests (with detailed explanations)…
31 yesterday A 75 tokens
original MIT
Skill Claude CodeCodex
Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.
31 yesterday A 27 tokens
copy · 95% MIT
Skill Claude CodeCodex
Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TDD methodology with idiomatic Go practices.
31 yesterday A 35 tokens
copy · 86% MIT
Skill Claude CodeCodex
Increase Go test coverage to 90%+ using a Research → Plan → Implement pipeline. Analyzes coverage gaps, generates table-driven tests with httptest mocks, and validates results with go test -coverprofile. Designed for Go MCP server projects using the official go-sdk and gitlab.com/gitlab-org/api/client-go/v2.
31 yesterday A 72 tokens
original MIT
Skill Claude CodeCodex
Modularize a monolithic Go package into domain-specific sub-packages. Extracts shared utilities, moves domain files, updates imports, renames types, creates registration functions, and validates compilation+tests at every step. Designed for large-scale refactoring of 50-100+ file packages.
31 yesterday A 65 tokens
original MIT
Skill Claude CodeCodex
Review and refactor code in your project according to defined instructions. Use when the user asks to review code quality, refactor for best practices, check for OWASP compliance, verify MCP patterns, or improve overall code health.
31 yesterday A 50 tokens
original MIT
Skill Claude CodeCodex
Update existing project documentation to maintain parity with source code changes. Analyzes code diffs, identifies documentation gaps, and surgically updates affected documents while preserving structure and style.
31 yesterday A 40 tokens
original MIT
Skill Claude CodeCodex
Update Astro Starlight user documentation (site/src/content/docs/) when code changes affect user-facing features. Use when: adding new tools, changing configuration, updating deployment, modifying capabilities.
31 yesterday A 44 tokens
original MIT
Skill Claude CodeCodex
Contribute bug fixes or features to upstream projects (gitlab.com/gitlab-org/api/client-go). Use when: API gap found, client-go bug, missing endpoint wrapper.
31 yesterday A 40 tokens
original MIT
Instructions file CodexOpenCode
Instructions for jmrplens/gitlab-mcp-server, covering gitlab-mcp-server — agent quick reference, read first, hard invariants, common commands and build.
31 yesterday A 2,932 tokens
original MIT
Instructions file
Instructions for jmrplens/gitlab-mcp-server, covering gitlab-mcp-server — ai development context, project overview, scale, orbit live tests and project structure.
31 yesterday B 17,734 tokens
original MIT