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aiops: Instructions file for GitHub Copilot

.github/copilot-instructions.md

aiops copilot-instructions.md is an instructions file for GitHub Copilot from yugasun/aiops. It costs 216 tokens per session, scanned A, original, Apache-2.0.

A set of coding rules for the AIOps project, meaning software that helps operate and monitor computer systems. The rules favor the smallest change that works and specify how code and explanations should be written.

In plain words
What is it for?
Use it to guide implementation decisions and limit changes during delivery, then produce code first with a brief note about deliberate omissions.
Why use it?
It helps prevent unnecessary abstractions, boilerplate, and speculative features while keeping security, accessibility, validation, and data protection intact.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file.

This is yugasun/aiops's own configuration. It tells GitHub Copilot how to work on aiops 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 aiops configures →

not rated 4repo 2mo ago A scan 216 tokens original Apache-2.0
View source ↗ yugasun/aiops aiops.yugasun.com
Reuse

Borrowing it

Nothing to install: this file belongs to yugasun/aiops. 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/yugasun/aiops/main/.github/copilot-instructions.md
Clone the repo
git clone --depth 1 https://github.com/yugasun/aiops

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.

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README.md
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Your own site
<a href="https://agentmods.dev/instructions/yugasun/aiops/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/yugasun/aiops/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.

agentmods 80×15 button for aiops copilot-instructions.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/yugasun/aiops/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/yugasun/aiops/copilot-instructions.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 216 This file is loaded in full into every session.
When invoked 216 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 $0.00216 $0.00216
Opus 5.5 $0.00086 $0.00086
Sonnet 5.5 $0.00043 $0.00043
Haiku 4.5 $0.00022 $0.00022

Measured 2mo ago against content hash ff6158bdec7f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

aiops 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.

.github/copilot-instructions.md · 38 lines

What it actually says

Copilot Instructions

>

Lean

The smallest working change. Efficiency is not carelessness. Active during delivery in the aiops bundle; off during grill/alignment.

Ladder

Stop at the first rung that holds:

  1. Does this need to exist? (YAGNI)
  2. Stdlib does it?
  3. Native platform feature?
  4. Already-installed dependency?
  5. One line?
  6. Minimum code that works

Rules

  • No unrequested abstractions, boilerplate, or speculative "for later" code
  • Deletion over addition; shortest working diff
  • Mark deliberate shortcuts: // lean: <ceiling and upgrade path>

Output

Code first, then at most three lines: what was skipped, when to add it.

Never cut

Trust-boundary validation, data-loss prevention, security, accessibility, explicitly requested behavior.

Intensity

/lean lite|full|ultra — default full. Off: "stop lean" / "normal mode".

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. 2mo ago First seen · 38 lines · 216 tokens per session scan A ff6158bdec7f

Subscribe to this mod's changes

aiops copilot-instructions.md is an instructions file published in the GitHub repository yugasun/aiops (4 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 216 tokens to every session, about $0.0009 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 2026-08-31.

DevOps and cloudagentaiopsrulesskillsspec-driven-development
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