Supercov
supercorp-ai/supercov
Measures test coverage and code quality in a repository with the supercov CLI, and turns what it finds into small, focused tests or fixes.
Shared reference for naming, function size, complexity and error handling rules that reviewer agents apply across TypeScript, Python, Go, Rust, Java, C# and Swift.
$ npx skills add zereight/gitlab-mcp --skill coding-standards -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zereight/gitlab-mcp coding-standards --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/coding-standards .claude/skills/coding-standards && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "coding-standards" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/coding-standards into .claude/skills/coding-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-standards", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/coding-standardsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add zereight/gitlab-mcp --skill coding-standards -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zereight/gitlab-mcp coding-standards --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/coding-standards .agents/skills/coding-standards && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "coding-standards" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/coding-standards into .agents/skills/coding-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-standards", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add zereight/gitlab-mcp --skill coding-standards -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zereight/gitlab-mcp coding-standards --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/coding-standards .cursor/skills/coding-standards && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "coding-standards" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/coding-standards into .cursor/skills/coding-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-standards", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/zereight/gitlab-mcp.git --path .github/skills/coding-standards--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add zereight/gitlab-mcp --skill coding-standards -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zereight/gitlab-mcp coding-standards --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/coding-standards .gemini/skills/coding-standards && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "coding-standards" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/coding-standards into .gemini/skills/coding-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-standards", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install zereight/gitlab-mcp coding-standardsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add zereight/gitlab-mcp --skill coding-standards -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/coding-standards .github/skills/coding-standards && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "coding-standards" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/coding-standards into .github/skills/coding-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-standards", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add zereight/gitlab-mcp --skill coding-standards -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zereight/gitlab-mcp coding-standards --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/coding-standards .opencode/skills/coding-standards && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "coding-standards" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/coding-standards into .opencode/skills/coding-standards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-standards", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
coding-standardsShared reference for naming, function size, complexity and error handling rules that reviewer agents apply across TypeScript, Python, Go, Rust, Java, C# and Swift.
This is a shared, cross-language coding standards reference that language-specific reviewer agents embed and that other agents cite as the style baseline. It opens with a naming table for variables, functions and constants in TypeScript and JavaScript, Python, Go, Rust, Java, C# and Swift, then sets PascalCase for classes and types everywhere, is, has, can or should prefixes for booleans and plural nouns for collections. It also lists what to avoid, such as single-letter names outside loops, needless abbreviations and redundant type suffixes.
Function design rules give a guideline of 50 lines with anything over 80 always split, one job per function, no more than 3 parameters before switching to an options object, cyclomatic complexity of 10 or less with over 15 a mandatory refactor target, and nesting of 3 levels or less, flattened with early returns. Error handling rules forbid silently swallowing errors, require context in messages, say to handle or re-throw but never both and never neither, prefer typed errors in TypeScript and forbid bare except clauses in Python.
Read from SKILL.md and the folder at commit 0109168. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Cross-Language Coding Standards loads about 1.4k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 522 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from zereight/gitlab-mcp at commit 0109168, republished under its MIT licence (© zereight). 522 words, ~1,370 tokens.
.claude/skills/coding-standards/SKILL.md (or your agent's skills folder).D9 Canonical Reference. This is the single source of truth for cross-language coding standards. Language-specific reviewers (
@typescript-reviewer,@python-reviewer, etc.) embed these rules. Agents cite this skill as "See also: /coding-standards."
| Language | Variables | Functions | Constants |
|---|---|---|---|
| TypeScript / JavaScript | camelCase | camelCase | SCREAMING_SNAKE_CASE |
| Python | snake_case | snake_case | SCREAMING_SNAKE_CASE |
| Go | camelCase | camelCase | CamelCase (exported) |
| Rust | snake_case | snake_case | SCREAMING_SNAKE_CASE |
| Java | camelCase | camelCase | SCREAMING_SNAKE_CASE |
| C# | camelCase | PascalCase | PascalCase |
| Swift | camelCase | camelCase | camelCase |
PascalCase — all languages, no exceptions.
Prefix with is, has, can, should: isLoading, hasError, canEdit, shouldRefresh.
Plural nouns: users, errors, items — not userList, errorArray.
i, j, k are OK in loops)usr → user, mgr → managerUserInterface, UserClass, UserObject → just User// BEFORE — deep nesting
function handle(input) {
if (input) {
if (input.valid) {
return process(input);
}
}
return null;
}
// AFTER — early returns
function handle(input) {
if (!input || !input.valid) return null;
return process(input);
}catch (e) {} is always wrong"Failed to fetch user id=42" not "Error"class NotFoundError extends Error { constructor(id: string) ... } not generic new Errorexcept: is forbiddenerrors.Is()/errors.As() for comparison? for propagation; no .unwrap() in library codeconst over let (JS/TS); val over var (Swift/Kotlin); final where appropriatereadonly when not reassigned after construction// BAD
if (retries > 3) { ... }
setTimeout(fn, 5000);
// GOOD
const MAX_RETRIES = 3;
const POLL_INTERVAL_MS = 5000;
if (retries > MAX_RETRIES) { ... }
setTimeout(fn, POLL_INTERVAL_MS);If it is dead → delete it (git history preserves it). If it is needed soon → it should be in a branch. If it explains a non-obvious decision → keep it as a comment, not commented-out code.
| Pattern | Severity | Reason |
|---|---|---|
| Mutable global state | HIGH | Unpredictable side effects; hides dependencies |
| Promise not awaited | HIGH | Unhandled async errors silently swallowed |
any in TypeScript | MEDIUM | Bypasses type safety across call boundaries |
console.log in production code | LOW | Log noise; potential data leak in sensitive contexts |
TODO without issue tracker reference | LOW | Becomes permanent tech debt |
| God Object | HIGH | Single class with too many responsibilities |
| Magic numbers inline | MEDIUM | Unclear intent; maintenance hazard |
| Copy-paste logic | MEDIUM | Silent divergence over time |
| Catching and re-throwing without context | MEDIUM | Stack traces lose meaning |
| Nested ternary operators | MEDIUM | Unreadable; use if/else or switch instead |
@code-reviewer — applies these rules during code review@typescript-reviewer, @python-reviewer, etc. — language-specific rules with these as baseline@security-reviewer — security-specific standards (OWASP, secrets, crypto)© zereight, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .github/skills/coding-standards of zereight/gitlab-mcp.
Open the folder on GitHubat commit 0109168
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in zereight/gitlab-mcp, which our catalogue first saw on October 7, 2026.
Cross-Language Coding Standards next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cross-Language Coding Standards this skillzereight/gitlab-mcp | 2k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Supercovsupercorp-ai/supercov | 150 | 1 repos | ~415 | Automated safety check: Pass | MIT | |
| Code Reviewerjewbetcha/opentrace | 116 | 2 repos | ~1.1k | Automated safety check: Notes | MIT | |
| Coding Agentmastra-ai/mastra | 29k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Strict Programming Practicescode-yeongyu/oh-my-openagent | 70k | — | ~9.5k | Automated safety check: Pass | Custom licence | |
| Code Review Excellenceandrew-yangy/gru-ai | 155 | — | ~1.7k | Automated safety check: Notes | MIT |
supercorp-ai/supercov
Measures test coverage and code quality in a repository with the supercov CLI, and turns what it finds into small, focused tests or fixes.
jewbetcha/opentrace
Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go.
mastra-ai/mastra
Authoring playbook for building agents that write, edit, review, or refactor code.
code-yeongyu/oh-my-openagent
Applies strict, type-first coding rules for Python, Rust, TypeScript and Go, loading the matching language reference before the agent writes or edits any code.
andrew-yangy/gru-ai
Provides comprehensive code review guidance for React 19, Vue 3, Rust, TypeScript, Java, Python, and C/C++.
LeoYeAI/openclaw-master-skills
Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin.
zereight/gitlab-mcp
Detects which autonomous OMG mode is currently active - Autopilot, Ralph, Ultrawork, UltraQA, Team or Self-Improve - and shuts it down cleanly.
zereight/gitlab-mcp
Runs a task through Codex and Gemini CLIs in parallel alongside Claude, then synthesizes the three outputs into one answer with agreements and conflicts called out.
zereight/gitlab-mcp
Sorts what you learned in a session into the right memory surface, filtering out ephemeral notes and duplicates before anything is stored.
zereight/gitlab-mcp
Runs a fast security sweep of recent code changes before a commit or PR, checking for leaked secrets, vulnerable dependencies, unsafe input handling and auth gaps.
zereight/gitlab-mcp
Audits a project's skill directories for broken frontmatter, missing template sync and quality gaps, then produces a health report of what needs fixing.
zereight/gitlab-mcp
Reports which OMG modes are active, such as autopilot, ralph, team, ultraqa and self-improve, with phase, story or cycle progress read from their state files.
Works with
Categories
Shared reference for naming, function size, complexity and error handling rules that reviewer agents apply across TypeScript, Python, Go, Rust, Java, C# and Swift. This is a shared, cross-language coding standards reference that language-specific reviewer agents embed and that other agents cite as the style baseline. It opens with a naming table for variables, functions and constants in TypeScript and JavaScript, Python, Go, Rust, Java, C# and Swift, then sets PascalCase for classes and types everywhere, is, has, can or should prefixes for booleans and plural nouns for collections.
Cross-Language Coding Standards fits situations like: checking naming rules for variables, functions, constants and types; reviewing code against a shared style baseline; deciding when a function is too long or too complex to leave as it is; reviewing error handling for swallowed or context-free errors.
Run `npx skills add zereight/gitlab-mcp --skill coding-standards -a claude-code`. Or copy the skill folder (.github/skills/coding-standards in zereight/gitlab-mcp) into .claude/skills/coding-standards in your project. Claude Code loads it when a task matches its description.
Run `npx skills add zereight/gitlab-mcp --skill coding-standards -a codex`. Or copy the skill folder (.github/skills/coding-standards in zereight/gitlab-mcp) into .agents/skills/coding-standards in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add zereight/gitlab-mcp --skill coding-standards -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/coding-standards, .gemini/skills/coding-standards, .github/skills/coding-standards and .opencode/skills/coding-standards in your project.
SKILL.md names no scripts, command-line tools or credentials: Cross-Language Coding Standards is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Cross-Language Coding Standards is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Cross-Language Coding Standards: Supercov (supercorp-ai/supercov, 150 stars), Code Reviewer (jewbetcha/opentrace, 116 stars), Coding Agent (mastra-ai/mastra, 29k stars) and Strict Programming Practices (code-yeongyu/oh-my-openagent, 70k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
zereight (a GitHub user) maintains it in zereight/gitlab-mcp, which has 2,029 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on October 6, 2026.
Source: zereight/gitlab-mcp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.