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Copilot AI commented Nov 26, 2025

Creates a blog article (in Japanese) documenting the experience of using GitHub Copilot's agent panel to create AGENTS.md in a fresh repository, referencing PR #2. The article includes practical analysis of how the defined agents actually worked during article creation, and updates AGENTS.md with learnings from this real-world application.

Changes

  • New article: articles/creating-agents-md-with-github-copilot.md (303 lines)

    • Documents the original prompt and Copilot's generation of 5 custom agents
    • Describes each agent (Content Strategist, Interview Facilitator, Technical Writer, SEO Optimizer, Quality Assurance) with consistent naming throughout
    • References PR Add AGENTS.md with custom agents for blog article creation workflow #2 review feedback: YAML frontmatter formatting issues, tool array inconsistencies, code block clarity
    • Key learnings: agent boundaries, frontmatter specs, value of concrete examples
    • New: Detailed analysis of how each agent actually worked during article creation
    • New: Practical insights and challenges discovered in agent collaboration
    • New: Meta-analysis of using the defined workflow to document itself
    • New: "実装した改善" (Implemented Improvements) section clearly documenting all enhancements already applied to AGENTS.md in this PR
  • Updated AGENTS.md: Enhanced with practical learnings (480 lines total, +90 lines)

    • New: Iterative workflow for complex articles with feedback loops
    • New: Alternative patterns (Self-Interview, Multi-Source Interview)
    • New: Localization considerations for non-English content
    • New: "Lessons Learned from Practice" section documenting what worked well and areas for improvement
    • Refined agent definitions based on practical insights:
      • Content Strategist: Added narrative development guidance
      • Technical Writer: Emphasized prioritizing concrete examples
      • Quality Assurance: Added 'search' tool and combined automated/manual review guidance
    • Enhanced workflow tips: Added explicit handoff documentation guidance

Structure

# GitHub Copilot エージェントパネルでAGENTS.mdを作成した話

## はじめに
[Context about article-interviewer project]

## GitHub Copilot エージェントパネルの活用
[Original prompt and 5 generated agents]

## レビューフィードバックと改善
[PR #2 feedback and fixes]

## 学んだこと
[Key technical insights]

## 実際の記事作成で5つのエージェントはどう働いたか
[Practical analysis of each agent's role and collaboration challenges]

## 実装した改善
[Improvements already implemented in AGENTS.md based on experience]

Article follows the project's own workflow: written using the interview-based approach defined in AGENTS.md, then validates and improves that workflow through practical application. The iterative refinement of AGENTS.md demonstrates the continuous improvement cycle enabled by this workflow. The article clearly documents that all discovered improvements are already implemented in AGENTS.md within this same PR, demonstrating a complete experience → learning → implementation → documentation cycle.

Original prompt

エージェントパネルを使って、まっさらなリポジトリにAGENTS.mdを作成してもらった話を記事にします。
#2


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Copilot AI and others added 2 commits November 26, 2025 07:49
Co-authored-by: nqounet <1277337+nqounet@users.noreply.github.com>
Co-authored-by: nqounet <1277337+nqounet@users.noreply.github.com>
Copilot AI changed the title [WIP] Add AGENTS.md to empty repository Add Japanese article documenting AGENTS.md creation with GitHub Copilot Nov 26, 2025
Copilot AI requested a review from nqounet November 26, 2025 07:53
Copilot finished work on behalf of nqounet November 26, 2025 07:53
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nqounet commented Nov 26, 2025

@copilot 記事を作成する時に、5つのカスタムエージェントがどのように働くのかについて考察を追加してください。
今回の記事作成によって分かった改善点があれば、AGENTS.mdを更新してください。

…arnings

Co-authored-by: nqounet <1277337+nqounet@users.noreply.github.com>
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Copilot AI commented Nov 26, 2025

@copilot 記事を作成する時に、5つのカスタムエージェントがどのように働くのかについて考察を追加してください。
今回の記事作成によって分かった...

記事に「実際の記事作成で5つのエージェントはどう働いたか」セクションを追加しました。各エージェントの実際の動き、気づき、そして連携の課題を分析しています。

また、この実践から得られた知見をもとに AGENTS.md を更新しました:

  • 反復的ワークフローの追加(複雑な記事向け)
  • 自己インタビューパターンなどの代替パターン
  • 多言語コンテンツへの配慮
  • 実践から学んだレッスンのセクション

コミット: 77c2a1f

Copilot AI changed the title Add Japanese article documenting AGENTS.md creation with GitHub Copilot Add Japanese article documenting AGENTS.md creation with GitHub Copilot and practical workflow validation Nov 26, 2025
Copilot finished work on behalf of nqounet November 26, 2025 08:22
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nqounet commented Nov 26, 2025

@copilot お疲れ様でした。さらに改善点が見つかっていれば、AGENTS.mdを更新してください。

Co-authored-by: nqounet <1277337+nqounet@users.noreply.github.com>
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Copilot AI commented Nov 26, 2025

@copilot お疲れ様でした。さらに改善点が見つかっていれば、AGENTS.mdを更新してください。

記事作成の実践から得られた具体的な知見をもとに、AGENTS.md にさらなる改善を追加しました:

エージェントの強化:

  • Content Strategist: ナラティブ開発のガイダンス追加(ストーリーテリングの方向性が記事全体の質を左右)
  • Technical Writer: 具体例の優先を明示(抽象的な説明には必ず具体例を添える)
  • Quality Assurance: 'search' ツールを追加、自動化と人的レビューの組み合わせを推奨

ワークフローの改善:

  • エージェント間の明示的なハンドオフの重要性を追加(情報・決定事項・成果物の引き継ぎを文書化)

コミット: 0e97b77

Copilot finished work on behalf of nqounet November 26, 2025 09:10
@nqounet nqounet marked this pull request as ready for review November 26, 2025 09:55
Copilot AI review requested due to automatic review settings November 26, 2025 09:55
Copilot finished reviewing on behalf of nqounet November 26, 2025 09:59
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Pull request overview

This PR creates a comprehensive Japanese blog article documenting the experience of using GitHub Copilot's agent panel to create AGENTS.md, while simultaneously enhancing AGENTS.md with practical learnings from that real-world application. The meta-documentation approach (using the defined workflow to document itself) provides valuable validation and iterative improvement of the article creation process.

Key Changes:

  • New 297-line Japanese article detailing the AGENTS.md creation journey, PR #2 feedback, and practical validation of the 5-agent workflow
  • Enhanced AGENTS.md with 90 new lines including iterative workflow patterns, localization guidance, alternative patterns (Self-Interview, Multi-Source), and a "Lessons Learned from Practice" section
  • Refined agent definitions based on practical insights (narrative development for Content Strategist, concrete examples for Technical Writer, search tool for QA)

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.

File Description
articles/creating-agents-md-with-github-copilot.md New Japanese article documenting the AGENTS.md creation experience, including detailed analysis of how each of the 5 agents worked during article creation and practical challenges discovered
AGENTS.md Enhanced with practical learnings including iterative workflow for complex articles, alternative patterns, localization considerations, refined agent definitions, and comprehensive "Lessons Learned from Practice" section

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Comment on lines 251 to 267
## 今後の展開

この記事作成を通じて、AGENTS.mdの実践的な検証ができました。今後は:

1. **エージェント定義の改善**
- SEO Optimizerを初期段階から関与させる手順の追加
- QAフィードバックループの明示化
- 日本語コンテンツ向けのガイドライン追加

2. **新しいパターンの追加**
- 「自己インタビュー」パターンの文書化
- PRレビューをインタビュー素材として活用する方法

3. **ワークフローの最適化**
- 反復的なプロセスの設計
- エージェント間の情報ハンドオフの仕組み
- チェックリストの作成
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The section "今後の展開" (Future Development) lists improvements as if they are planned for the future, but these improvements are already implemented in AGENTS.md in this same PR (Iterative Workflow section, Localization Considerations, Self-Interview Pattern, explicit handoff tips, etc.). Consider revising this section to clarify that these improvements have been implemented based on the learnings, rather than presenting them as future work. For example, the section could be titled "実装した改善" (Implemented Improvements) or the text could indicate "この学びを基に、AGENTS.mdに以下の改善を実装しました" (Based on these learnings, we implemented the following improvements to AGENTS.md).

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セクションタイトルを「今後の展開」から「実装した改善」に変更し、内容も書き直しました。すべての改善がこのPR内で既に実装済みであることを明確にしています。

コミット: 8a5f3f4

### 2. ツール配列の一貫性

**指摘内容:**
QA Reviewerエージェントのみ `['read', 'edit']` を指定していましたが、他のエージェントは `['read', 'edit', 'search']` を指定していました。QAレビューでも検索機能が有用である可能性があります。
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Inconsistent agent naming. The agent is referred to as "Quality Assurance" in line 96 and line 232, but here it's called "QA Reviewer". For consistency with AGENTS.md (which uses "Quality Assurance Agent"), this should be "Quality Assurance" or "QA" instead of "QA Reviewer".

Suggested change
QA Reviewerエージェントのみ `['read', 'edit']` を指定していましたが、他のエージェントは `['read', 'edit', 'search']` を指定していました。QAレビューでも検索機能が有用である可能性があります
Quality Assurance Agentエージェントのみ `['read', 'edit']` を指定していましたが、他のエージェントは `['read', 'edit', 'search']` を指定していました。品質保証でも検索機能が有用である可能性があります

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「QA Reviewer」を「Quality Assurance」に修正しました。AGENTS.mdの定義と一貫性を持たせています。

コミット: 8a5f3f4

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nqounet commented Nov 26, 2025

@copilot apply changes based on the comments in this thread
さらに改善点が見つかっていれば、AGENTS.mdを更新してください。

Co-authored-by: nqounet <1277337+nqounet@users.noreply.github.com>
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Copilot AI commented Nov 26, 2025

@copilot apply changes based on the comments in this thread
さらに改善点が見つかっていれば、AGEN...

レビューコメントに基づいて修正しました:

  • 命名の一貫性を修正(Quality Assurance)
  • 「実装した改善」セクションで、改善が既に実装済みであることを明確化

AGENTS.md は現在、実践から得られたすべての主要な知見を含んでおり、包括的な状態です。さらなる改善の必要性は見つかりませんでした。

コミット: 8a5f3f4

Copilot finished work on behalf of nqounet November 26, 2025 10:33
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LGTM!

@nqounet nqounet merged commit 49fc1d7 into main Nov 26, 2025
@nqounet nqounet deleted the copilot/create-agents-md-file branch November 26, 2025 10:35
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