agentscope-runtime copilot-instructions.md

agentscope-runtime copilot-instructions.md is an instructions file for GitHub Copilot from agentscope-ai/agentscope-runtime. It costs 646 tokens per session, scanned A, original, Apache-2.0.

A code-review guide for AgentScope Runtime, a software framework for building AI agents.

In plain words
What is it for?
Use it when reviewing changes to check items such as safe credential handling, lazy loading of optional libraries, concise code, and dependency or test issues.
Why use it?
It gives reviewers clear required and recommended checks for code quality, security, testing, dependencies, and coding standards.

Instructions file for GitHub Copilot

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/agentscope-ai/agentscope-runtime/copilot-instructions
Clone the repo
git clone --depth 1 https://github.com/agentscope-ai/agentscope-runtime

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 agentscope-runtime copilot-instructions.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/agentscope-ai/agentscope-runtime/copilot-instructions.svg)](https://agentmods.dev/instructions/agentscope-ai/agentscope-runtime/copilot-instructions)
Your own site
<a href="https://agentmods.dev/instructions/agentscope-ai/agentscope-runtime/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/agentscope-ai/agentscope-runtime/copilot-instructions.svg" alt="Measured on agentmods" height="20"></a>
Per session 646 This file is loaded in full into every session.
When invoked 646 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.00646 $0.00646
Opus 5 $0.00323 $0.00323
Sonnet 5 $0.00129 $0.00129
Haiku 4.5 $0.00065 $0.00065

Measured 4d ago against content hash 3abbd7010774, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

agentscope-runtime 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 4d 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 · 103 lines

How it starts

The opening of the file, as written. The whole thing — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AgentScope Runtime Code Review Guide

You should conduct a strict code review. Each requirement is labeled with priority:

  • [MUST] must be satisfied or PR will be rejected
  • [SHOULD] strongly recommend
  • [MAY] optional suggestion

1. Code Quality

[MUST] Lazy Loading

  • Optional dependencies should be imported at the point of use (lazy loading), to avoid centralized imports at the top of the file.
    • This applies to libraries not in the core dependencies of pyproject.toml, such as those in the [project.optional-dependencies] sections.
  • For base class imports, use factory pattern:
def get_xxx_cls() -> "MyClass":
    from xxx import BaseClass
    class MyClass(BaseClass): ...
    return MyClass

[SHOULD] Code Conciseness

After understanding the code intent, check if it can be optimized:

  • Avoid unnecessary temporary variables
  • Merge duplicate code blocks
  • Prioritize reusing existing utility functions

2. [MUST] Code Security

  • Prohibit hardcoding API keys/tokens/passwords
  • Use environment variables or configuration files for management
  • Check for debug information and temporary credentials
  • Check for injection attack risks (SQL/command/code injection, etc.)

3. [MUST] Testing & Dependencies

  • New features must include unit tests
  • New dependencies need to be added to the corresponding section in pyproject.toml
  • Dependencies for non-core scenarios should not be added to the minimal dependency list

4. Code Standards

[MUST] Comment Standards

  • Use English
  • All classes/methods must have complete docstrings, strictly following the template:
def func(a: str, b: int | None = None) -> str:
    """{description}

    Args:
        a (`str`):
            The argument a
        b (`int | None`, optional):
            The argument b

    Returns:
        `str`:
            The return str
    """
  • Use reStructuredText syntax for special content:
class MyClass:
    """xxx

    `Example link <https://xxx>`_

    .. note:: Example note

    .. tip:: Example tip

    .. important:: Example important info

    .. code-block:: python

        def hello_world():
            print("Hello world!")

    """

Read the full file on GitHub · 103 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. 4d ago First seen · 103 lines · 646 tokens per session scan A 3abbd7010774

Subscribe to this mod's changes

agentscope-runtime copilot-instructions.md is an instructions file published in the GitHub repository agentscope-ai/agentscope-runtime (862 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 646 tokens to every session, about $0.0032 per session on Opus 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.