---
id: sm-copilot-coding-agent
name: "copilot-coding-agent"
url: https://skills.yangsir.net/skill/sm-copilot-coding-agent
author: supercent-io
domain: ai-project-management-collaboration
tags: ["github-copilot", "ai-pair-programming", "code-generation", "llm-for-code", "ai-development"]
install_count: 11100
rating: 4.50 (444 reviews)
github: https://github.com/supercent-io/skills-template
---

# copilot-coding-agent

> 该技能通过GitHub Copilot实现Issue到草稿PR的自动化流程，当Issue被标记后，Copilot会自动创建并分配PR。

**Stats**: 11,100 installs · 4.5/5 (444 reviews)

## Before / After 对比

### Copilot 编码代理应用对比

| Metric | Before | After | Change |
|---|---|---|---|
| - | - | - | - |
| - | - | - | - |
| - | - | - | - |

## Readme

# copilot-coding-agent

# GitHub Copilot Coding Agent — Issue → Draft PR automation

If you add the `ai-copilot` label to an issue, GitHub Actions automatically assigns it to Copilot,
and Copilot creates a branch → writes code → opens a Draft PR.

## When to use this skill

- When PMs/designers create issues and Copilot starts implementation without a developer

- When offloading backlog issues (refactors/docs/tests) to Copilot

- When delegating follow-up work created by Vibe Kanban / Conductor to Copilot

- When automating pipelines like Jira → GitHub Issue → Copilot PR

## Prerequisites

- **GitHub plan**: Copilot Pro+, Business, or Enterprise

- **Copilot Coding Agent enabled**: Must be enabled in repo settings

- **gh CLI**: Authenticated

- **PAT**: Personal Access Token with `repo` scope

## One-time setup

```
# One-click setup (register token + deploy workflow + create label)
bash scripts/copilot-setup-workflow.sh

```

This script does:

- Register `COPILOT_ASSIGN_TOKEN` as a repo secret

- Deploy `.github/workflows/assign-to-copilot.yml`

- Create the `ai-copilot` label

## Usage

### Option 1: GitHub Actions automation (recommended)

```
# Create issue + ai-copilot label → auto-assign Copilot
gh issue create \
  --label ai-copilot \
  --title "Add user authentication" \
  --body "Implement JWT-based auth with refresh tokens. Include login, logout, refresh endpoints."

```

### Option 2: Add a label to an existing issue

```
# Add label to issue #42 → trigger Actions
gh issue edit 42 --add-label ai-copilot

```

### Option 3: Assign directly via script

```
export COPILOT_ASSIGN_TOKEN=<your-pat>
bash scripts/copilot-assign-issue.sh 42

```

## How it works (technical)

```
Issue created/labeled
    ↓
GitHub Actions triggered (assign-to-copilot.yml)
    ↓
Look up Copilot bot ID via GraphQL
    ↓
replaceActorsForAssignable → set Copilot as assignee
    ↓
Copilot Coding Agent starts processing the issue
    ↓
Create branch → write code → open Draft PR
    ↓
Auto-assign you as PR reviewer

```

Required GraphQL header:

```
GraphQL-Features: issues_copilot_assignment_api_support,coding_agent_model_selection

```

## GitHub Actions workflows

Workflow
Trigger
Purpose

`assign-to-copilot.yml`
Issue labeled `ai-copilot`
Auto-assign to Copilot

`copilot-pr-ci.yml`
PR open/update
Run CI (build + tests)

## Copilot PR limitations

Copilot is treated like an **external contributor**.

- PRs are created as Draft by default

- Before the first Actions run, a **manual approval** from someone with write access is required

- After approval, `copilot-pr-ci.yml` CI runs normally

```
# Check CI after manual approval
gh pr list --search 'head:copilot/'
gh pr view <pr-number>

```

## planno (plannotator) integration — optional

Review the issue spec in planno before assigning to Copilot (independent skill, not required):

```
Review and approve this issue spec in planno

```

After approval, add the `ai-copilot` label → trigger Actions.

## Common use cases

### 1. Label-based Copilot queue

```
PM writes an issue → add ai-copilot label
→ Actions auto-assigns → Copilot creates Draft PR
→ Team only performs PR review

```

### 2. Combined with Vibe Kanban / Conductor

```
Follow-up issues created by Vibe Kanban:
  refactors/docs cleanup/add tests
  → ai-copilot label → Copilot handles
→ Team focuses on main feature development

```

### 3. External system integration

```
Jira issue → Zapier/webhook → auto-create GitHub Issue
→ ai-copilot label → Copilot PR
→ Fully automated pipeline

```

### 4. Refactoring backlog processing

```
# Bulk-add label to backlog issues
gh issue list --label "tech-debt" --json number \
  | jq '.[].number' \
  | xargs -I{} gh issue edit {} --add-label ai-copilot

```

## Check results

```
# List PRs created by Copilot
gh pr list --search 'head:copilot/'

# Specific issue status
gh issue view 42

# PR CI status
gh pr checks <pr-number>

```

## References

- [GitHub Copilot Coding Agent overview](https://docs.github.com/en/copilot/concepts/agents/coding-agent/about-coding-agent)

- [Ask Copilot to create a PR (GraphQL example)](https://docs.github.com/en/copilot/how-tos/use-copilot-agents/coding-agent/create-a-pr)

- [Official docs: assign Copilot to an issue](https://docs.github.com/copilot/using-github-copilot/coding-agent/asking-copilot-to-create-a-pull-request)

- [Copilot PR permissions/limitations](https://docs.github.com/en/copilot/concepts/agents/coding-agent/about-coding-agent)

- [GitHub Copilot coding agent (VSCode docs)](https://code.visualstudio.com/docs/copilot/copilot-coding-agent)

## Quick Reference

```
=== Setup ===
bash scripts/copilot-setup-workflow.sh   one-time setup

=== Issue assignment ===
gh issue create --label ai-copilot ...  new issue + auto-assign
gh issue edit <num> --add-label ai-copilot  existing issue
bash scripts/copilot-assign-issue.sh <num>  manual assign

=== Verify results ===
gh pr list --search 'head:copilot/'    Copilot PR list
gh pr view <num>                        PR details
gh pr checks <num>                      CI status

=== Constraints ===
Copilot Pro+/Business/Enterprise required
First PR requires manual approval (treated as an external contributor)
PAT: repo scope required

```
Weekly Installs10.8KRepository[supercent-io/sk…template](https://github.com/supercent-io/skills-template)GitHub Stars58First SeenFeb 20, 2026Security Audits[Gen Agent Trust HubPass](/supercent-io/skills-template/copilot-coding-agent/security/agent-trust-hub)[SocketPass](/supercent-io/skills-template/copilot-coding-agent/security/socket)[SnykWarn](/supercent-io/skills-template/copilot-coding-agent/security/snyk)Installed oncodex10.7Kgemini-cli10.7Kopencode10.7Kcursor10.7Kkimi-cli10.7Kgithub-copilot10.7K

---
*Source: https://skills.yangsir.net/skill/sm-copilot-coding-agent*
*Markdown mirror: https://skills.yangsir.net/api/skill/sm-copilot-coding-agent/markdown*