gitlab-mcp-server: Instructions file for GitHub Copilot

.github/instructions/self-explanatory-code-commenting.instructions.md

gitlab-mcp-server self-explanatory-code-commenting.instructions.md is an instructions file for GitHub Copilot from jmrplens/gitlab-mcp-server. It costs 1,172 tokens per session, scanned A, original, MIT.

Guidelines for writing useful code comments, mainly in JavaScript. They recommend explaining why non-obvious code exists instead of repeating what the code already says.

In plain words
What is it for?
It helps coding assistants add comments for business rules and complex algorithms while avoiding obvious, duplicate, or outdated comments.
Why use it?
It reduces clutter and helps comments stay accurate and useful as the code changes.

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/self-explanatory-code-commenting.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

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README.md
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Per session 1,172 This file is loaded in full into every session.
When invoked 1,172 The same file — it is already loaded in full.
Security scan A 1 finding. 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 $0.01172 $0.01172
Opus 5.5 $0.00469 $0.00469
Sonnet 5.5 $0.00234 $0.00234
Haiku 4.5 $0.00117 $0.00117

Measured 1mo ago against content hash 6b9c0ed80e43, 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 self-explanatory-code-commenting.instructions.md scanned grade A with 1 finding 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 1mo ago.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

const response = await fetch(githubApiUrl);
Origin

Copies of this mod

2 near-identical copies found in the catalogue:

.github/instructions/self-explanatory-code-commenting.instructions.md · 179 lines

How it starts

The opening of the file, as written. The whole thing — 179 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Self-explanatory Code Commenting Instructions

Core Principle

Write code that speaks for itself. Comment only when necessary to explain WHY, not WHAT. We do not need comments most of the time.

Commenting Guidelines

❌ AVOID These Comment Types

Obvious Comments
// Bad: States the obvious
let counter = 0;  // Initialize counter to zero
counter++;  // Increment counter by one
Redundant Comments
// Bad: Comment repeats the code
function getUserName() {
    return user.name;  // Return the user's name
}
Outdated Comments
// Bad: Comment doesn't match the code
// Calculate tax at 5% rate
const tax = price * 0.08;  // Actually 8%

✅ WRITE These Comment Types

Complex Business Logic
// Good: Explains WHY this specific calculation
// Apply progressive tax brackets: 10% up to 10k, 20% above
const tax = calculateProgressiveTax(income, [0.10, 0.20], [10000]);
Non-obvious Algorithms
// Good: Explains the algorithm choice
// Using Floyd-Warshall for all-pairs shortest paths
// because we need distances between all nodes
for (let k = 0; k < vertices; k++) {
    for (let i = 0; i < vertices; i++) {
        for (let j = 0; j < vertices; j++) {
            // ... implementation
        }
    }
}
Regex Patterns
// Good: Explains what the regex matches
// Match email format: [email protected]
const emailPattern = /^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$/;
API Constraints or Gotchas
// Good: Explains external constraint
// GitHub API rate limit: 5000 requests/hour for authenticated users
await rateLimiter.wait();
const response = await fetch(githubApiUrl);

Decision Framework

Before writing a comment, ask:

  1. Is the code self-explanatory? → No comment needed
  2. Would a better variable/function name eliminate the need? → Refactor instead
  3. Does this explain WHY, not WHAT? → Good comment
  4. Will this help future maintainers? → Good comment

Read the full file on GitHub · 179 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. 1mo ago First seen · 179 lines · 1,172 tokens per session scan A 6b9c0ed80e43

Subscribe to this mod's changes

gitlab-mcp-server self-explanatory-code-commenting.instructions.md is an instructions file published in the GitHub repository jmrplens/gitlab-mcp-server (46 stars, last pushed today), licensed MIT. It adds 1,172 tokens to every session, about $0.0047 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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