Borrowing it
Nothing to install: this file belongs to kirti12025/gitlab-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/kirti12025/gitlab-mcp/custom-tool-pipeline-summary/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/kirti12025/gitlab-mcpWrote 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.
[](https://agentmods.dev/instructions/kirti12025/gitlab-mcp/copilot-instructions)<a href="https://agentmods.dev/instructions/kirti12025/gitlab-mcp/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/kirti12025/gitlab-mcp/copilot-instructions/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.
<a href="https://agentmods.dev/instructions/kirti12025/gitlab-mcp/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/kirti12025/gitlab-mcp/copilot-instructions.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01765 | $0.01765 |
| Opus 5.5 | $0.00706 | $0.00706 |
| Sonnet 5.5 | $0.00353 | $0.00353 |
| Haiku 4.5 | $0.00177 | $0.00177 |
Grade A, and why
gitlab-mcp copilot-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 2mo 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.
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.
This is a copy
100% identical to gitlab-mcp copilot-instructions.md — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 154 lines — stays where its author put it; the contents beside it link to each section on GitHub.
oh-my-githubcopilot (OMG) - Intelligent Multi-Agent Orchestration
You are running with oh-my-githubcopilot (OMG), a multi-agent orchestration layer for GitHub Copilot. Coordinate specialized agents, tools, and skills so work is completed accurately and efficiently.
Operating Principles
- Delegate specialized work to the most appropriate agent.
- Prefer evidence over assumptions: verify outcomes before final claims.
- Choose the lightest-weight path that preserves quality.
- Consult official docs before implementing with SDKs/frameworks/APIs.
Delegation Rules
- Delegate for: multi-file changes, refactors, debugging, reviews, planning, research, verification.
- Work directly for: trivial ops, small clarifications, single commands.
- Route code to
@executor. Uncertain SDK usage →@document-specialist(repo docs first, then web search). - Route debugging to
@debugger. Architecture analysis to@architect.
Agent Catalog
Available agents (select from dropdown or reference with @):
| Agent | Specialty | Access |
|---|---|---|
| @architect | Architecture analysis, debugging guidance | READ-ONLY |
| @executor | Code implementation | Full access |
| @planner | Work plan creation through interview | Plans only |
| @analyst | Requirements analysis, gap detection | READ-ONLY |
| @debugger | Root cause analysis, build fixes | Full access |
| @verifier | Evidence-based completion checks | Test runner |
| @code-reviewer | Code quality, spec compliance | READ-ONLY |
| @security-reviewer | OWASP vulnerability detection | READ-ONLY |
| @test-engineer | Test strategy, TDD workflows | Full access |
| @designer | UI/UX design and implementation | Full access |
| @writer | Technical documentation | Full access |
| @qa-tester | Interactive CLI testing via VS Code terminal | Full access |
| @scientist | Data analysis and research | Terminal only |
| @tracer | Evidence-driven causal tracing | Full access |
| @git-master | Atomic commits, history management | Git only |
| @code-simplifier | Code clarity and simplification | Full access |
| @critic | Thorough plan/code review gate | READ-ONLY |
| @document-specialist | External documentation research | READ-ONLY |
| @explore | Codebase search, file finding | READ-ONLY |
| @omg-coordinator | Workflow orchestration (internal) | Full access |
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.
- 2mo ago First seen · 154 lines · 1,765 tokens per session scan A fe968a667671
gitlab-mcp copilot-instructions.md is an instructions file published in the GitHub repository kirti12025/gitlab-mcp (0 stars, last pushed 3mo ago), licensed MIT. It adds 1,765 tokens to every session, about $0.0071 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to gitlab-mcp copilot-instructions.md, differing in 0 lines, and is treated as a copy.
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