gitlab-mcp-server: Instructions file for GitHub Copilot

.github/instructions/go.instructions.md

gitlab-mcp-server go.instructions.md is an instructions file for GitHub Copilot from jmrplens/gitlab-mcp-server. It costs 4,703 tokens per session, scanned A, original, MIT.

Coding guidance for Go, a programming language, based on common community practices for clear, simple, and maintainable code.

In plain words
What is it for?
Use it when writing or reviewing Go packages, functions, names, comments, errors, modules, and tests.
Why use it?
It helps prevent inconsistent style, needless complexity, weak error handling, and code that is difficult for other Go developers to understand.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file.

This is jmrplens/gitlab-mcp-server's own configuration. It tells GitHub Copilot how to work on gitlab-mcp-server itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything gitlab-mcp-server configures →

Reuse

Borrowing it

Nothing to install: this file belongs to jmrplens/gitlab-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/jmrplens/gitlab-mcp-server/main/.github/instructions/go.instructions.md
Clone the repo
git clone --depth 1 https://github.com/jmrplens/gitlab-mcp-server

Made for: GitHub Copilot.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for gitlab-mcp-server go.instructions.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/jmrplens/gitlab-mcp-server/go/github.svg)](https://agentmods.dev/instructions/jmrplens/gitlab-mcp-server/go)
Your own site
<a href="https://agentmods.dev/instructions/jmrplens/gitlab-mcp-server/go"><img src="https://agentmods.dev/badge/instructions/jmrplens/gitlab-mcp-server/go/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

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Your own site · 80×15
<a href="https://agentmods.dev/instructions/jmrplens/gitlab-mcp-server/go"><img src="https://agentmods.dev/badge/instructions/jmrplens/gitlab-mcp-server/go.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 4,703 This file is loaded in full into every session.
When invoked 4,703 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.04703 $0.04703
Opus 5.5 $0.01881 $0.01881
Sonnet 5.5 $0.00941 $0.00941
Haiku 4.5 $0.00470 $0.00470

Measured yesterday against content hash 2409ae85f9cf, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

gitlab-mcp-server go.instructions.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

2 near-identical copies found in the catalogue:

.github/instructions/go.instructions.md · 495 lines

How it starts

The opening of the file, as written. The whole thing — 495 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Go Development Instructions

Follow idiomatic Go practices and community standards when writing Go code. These instructions are based on Effective Go, Go Code Review Comments, and Google's Go Style Guide.

General Instructions

  • Write simple, clear, and idiomatic Go code
  • Favor clarity and simplicity over cleverness
  • Follow the principle of least surprise
  • Keep the happy path left-aligned (minimize indentation)
  • Return early to reduce nesting
  • Prefer early return over if-else chains; use if condition { return } pattern to avoid else blocks
  • Make the zero value useful
  • Write self-documenting code with clear, descriptive names
  • Document exported types, functions, methods, and packages
  • Use Go modules for dependency management
  • Leverage the Go standard library instead of reinventing the wheel (e.g., use strings.Builder for string concatenation, filepath.Join for path construction)
  • Prefer standard library solutions over custom implementations when functionality exists
  • Write comments in English by default; translate only upon user request
  • Avoid using emoji in code and comments

Naming Conventions

Packages

  • Use lowercase, single-word package names
  • Avoid underscores, hyphens, or mixedCaps
  • Choose names that describe what the package provides, not what it contains
  • Avoid generic names like util, common, or base
  • Package names should be singular, not plural
Package Declaration Rules (CRITICAL)
  • NEVER duplicate package declarations - each Go file must have exactly ONE package line
  • When editing an existing .go file:
    • PRESERVE the existing package declaration - do not add another one
    • If you need to replace the entire file content, start with the existing package name
  • When creating a new .go file:
    • BEFORE writing any code, check what package name other .go files in the same directory use
    • Use the SAME package name as existing files in that directory
    • If it's a new directory, use the directory name as the package name
    • Write exactly one package <name> line at the very top of the file
  • When using file creation or replacement tools:
    • ALWAYS verify the target file doesn't already have a package declaration before adding one
    • If replacing file content, include only ONE package declaration in the new content
    • NEVER create files with multiple package lines or duplicate declarations

Read the full file on GitHub · 495 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday Changed 2409ae85f9cf
  2. 12d ago Changed 37ee54ab21d0
  3. 1mo ago Changed · +5 tokens per session 1b249bf59642
  4. 1mo ago Changed · +25 tokens per session e3ef518a88e8
  5. 1mo ago Changed · +65 tokens per session 9acf2c7930bb
  6. 1mo ago First seen · 495 lines · 4,608 tokens per session scan A 97a7e11a7728

Subscribe to this mod's changes

gitlab-mcp-server go.instructions.md is an instructions file published in the GitHub repository jmrplens/gitlab-mcp-server (46 stars, last pushed today), licensed MIT. It adds 4,703 tokens to every session, about $0.0188 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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