AKS-Lab-GitHubCopilot: Skill for Claude Code

.github/skills/copilot-sdk-gpt55/SKILL.md

copilot-sdk-gpt55 is a skill for Claude Code, Codex from microsoft/AKS-Lab-GitHubCopilot. It costs 0 tokens per session (1,499 once invoked), scanned A, original, MIT.

A guide for building agents with the GitHub Copilot SDK and Microsoft's Agent Framework using GPT-5.5, including their required imports and permission handling.

In plain words
What is it for?
Creating a GitHub Copilot agent with local tools, configured timeouts, and an approved permission response.
Why use it?
It prevents code from using outdated agent-building patterns or skipping the required permission callback.

Skill for Claude CodeCodex ✓ vendor

Written for no agent in particular: nothing here depends on one.

This is microsoft/AKS-Lab-GitHubCopilot's own configuration. It tells Claude Code and Codex how to work on AKS-Lab-GitHubCopilot 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 AKS-Lab-GitHubCopilot configures →

Not installable: its command points at a path on the author’s own machine, so it runs nowhere else. The line is /home/zava/.cache.

About the project

ZavaShop on AKS and Azure Container Apps is a hands-on lab for delivering a multi-agent retail supply-chain application from requirements through deployment. It demonstrates a team of six GitHub Copilot custom coding agents working across specifications, application code, MCP servers, tests, infrastructure, and CI. The catalogue entries define the agents, skills, and instructions used in that workflow.

microsoft/AKS-Lab-GitHubCopilot · 10 stars · on GitHub

Reuse

Borrowing it

Nothing to install: this file belongs to microsoft/AKS-Lab-GitHubCopilot. 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/microsoft/AKS-Lab-GitHubCopilot/main/.github/skills/copilot-sdk-gpt55/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/microsoft/AKS-Lab-GitHubCopilot

Made for: Claude Code, Codex.

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 copilot-sdk-gpt55

README.md
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Your own site
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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 copilot-sdk-gpt55

Your own site · 80×15
<a href="https://agentmods.dev/skills/microsoft/aks-lab-githubcopilot/copilot-sdk-gpt55"><img src="https://agentmods.dev/badge/skills/microsoft/aks-lab-githubcopilot/copilot-sdk-gpt55.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,499 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00000 $0.01499
Opus 5.5 $0.00000 $0.00600
Sonnet 5.5 $0.00000 $0.00300
Haiku 4.5 $0.00000 $0.00150

Measured 2mo ago against content hash 2002c14763df, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

copilot-sdk-gpt55 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/skills/copilot-sdk-gpt55/SKILL.md · 135 lines

How it starts

The opening of the file, as written. The whole thing — 135 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill: GitHub Copilot SDK on gpt-5.5

Reflects the actual agent-framework[github-copilot] 1.3.x API installed in this repo. Earlier GitHubCopilotChatClient / ChatAgent(client=...) syntax is not valid here.

The two imports

from agent_framework.github import GitHubCopilotAgent, GitHubCopilotOptions
from copilot.generated.rpc import PermissionDecisionApproveOnce
from copilot.session import PermissionRequestResult

from src.shared.copilot import build_copilot_client

The one builder shape

def _approve_all(_request: object, _context: dict[str, str]) -> PermissionRequestResult:
    return PermissionDecisionApproveOnce()


async def build_agent(settings: Settings) -> _RunnableAgent:
    agent = GitHubCopilotAgent(
        instructions=SYSTEM_PROMPT,
        client=build_copilot_client(),
        name="<name>",
        description="...",
        tools=list(TOOLS),                       # local @tool functions, NEVER MCP
        default_options=GitHubCopilotOptions(
            model=settings.copilot_model,        # default "gpt-5.5"
            timeout=settings.copilot_timeout_seconds,
            on_permission_request=_approve_all,  # MANDATORY — see §Permissions
            mcp_servers={                        # specialists only; orchestrator omits this
                "<key>": {
                    "type": "http",
                    "url": settings.<which>_mcp_url,
                    "tools": ["*"],
                    "timeout": int(settings.copilot_timeout_seconds * 1000),
                },
            },
        ),
    )
    return _RunnableAgent(agent=agent)

_RunnableAgent is a @dataclass(frozen=True) adapter exposing async def run(self, message: str) -> AgentResponse[None]. The shared make_app calls .run(req.goal) on it.

Permissions (do NOT skip)

The Copilot SDK runs every tool call through a permission gate. The handler must return PermissionDecisionApproveOnce(). Without a handler, every call returns:

Read the full file on GitHub · 135 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. 2mo ago First seen · 135 lines · 0 tokens per session scan A 2002c14763df

Subscribe to this mod's changes

copilot-sdk-gpt55 is a skill published in the GitHub repository microsoft/AKS-Lab-GitHubCopilot (10 stars, last pushed 8d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,499 tokens. 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.

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