copilot-studio

A guide for building Copilot Studio agents using generative orchestration, where the service decides how to handle requests. It also covers externally accessible chat interfaces, event triggers, and news-delivery agents.

In plain words
What is it for?
Use it to configure agents, publish WebChat interfaces, add email, Teams, or scheduled triggers, connect RSS and web search for news, and analyze conversation transcripts.
Why use it?
It brings agent setup, external access, authentication, triggers, and common troubleshooting patterns into one documented workflow.

Skill for Claude CodeCodex

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 skills/geekfujiwara/codeappsdevelopmentstandard/copilot-studio
Any agent
npx skills add geekfujiwara/CodeAppsDevelopmentStandard --skill copilot-studio
Clone the repo
git clone --depth 1 https://github.com/geekfujiwara/CodeAppsDevelopmentStandard

Made for: Claude Code, Codex.

Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,029 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00061 $0.05029
Opus 5 $0.00030 $0.02514
Sonnet 5 $0.00012 $0.01006
Haiku 4.5 $0.00006 $0.00503

Measured 2d ago against content hash e28b1002a0d0, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

copilot-studio 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 2d ago.

The scan reads SKILL.md. This mod also ships 18 executable files (scripts/add_fic.py, scripts/analyze_bot.py, scripts/check_email_trigger_status.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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-studio/SKILL.md · 330 lines

How it starts

The opening of the file, as written. The whole thing — 330 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Copilot Studio エージェント構築スキル

Copilot Studio エージェントを 生成オーケストレーション(Generative Orchestration)モード一択 で構築する。 外部トリガー・ニュース配信エージェント等の応用パターンまでカバーする統合スキル。

サブリファレンス(必要に応じて参照)

リファレンス 内容
構築リファレンス 構築手順の詳細・Instructions テンプレート・スクリプトコード
外部公開 WebChat SDK(標準) 外部公開の標準パターン。BotFramework WebChat SDK で UI フルカスタマイズ・プログラム的メッセージ送信
外部公開デザインテンプレート(標準 UI) 標準 UI デザイン:左パネル(カテゴリ別カード+プロンプトチップス)+ 右 WebChat パネル(グラデーション枠・AI タイピング Tips)
ライトモード・テンプレート集 ライトモード 5 レイアウト(workspace / minimal / hero-cards / dashboard / sidebar)+ 全テンプレート標準の**「新しい会話(初期化)」ボタン**(React 再マウント対策 freshWebchatEl()
外部公開 手動認証(SSO) Entra ID サインイン必須+ユーザー権限で Dataverse アクセス(RLS/OBO)。2 アプリ登録・FIC(シークレットレス)・OAuth カードの silent トークン交換
外部公開 iframe(レガシー・非推奨) iframe で埋め込む簡易版。UI カスタマイズ不可のため標準では使わない。動作確認・PoC 用のみ
外部トリガー メール受信・Teams メッセージ・スケジュール等のトリガー追加
トリガーパターン トリガーの設定パターン集
トラブルシューティング トリガー関連を中心とした異常系・トラブルシューティング
ニュース配信エージェント RSS + Web検索 + Work IQ MCP によるニュース収集・配信エージェント構築
ニュース配信デプロイガイド ニュース配信エージェントのデプロイ手順
ニュース配信メールテンプレート ニュース配信メールの HTML テンプレート
トランスクリプト分析 会話トランスクリプトの分析パターン(ボット識別・ユーザー識別)

外部公開 Web サイト開発フロー(必須)

外部公開は WebChat UI(BotFramework WebChat SDK)を標準とする。 iframe 埋め込みは UI カスタマイズができないためレガシー扱いとし、PoC・動作確認以外では使わない。

WebChat UI のデザインは既存のデザインテンプレートを再利用する (新規にゼロからデザインを起こさない):

Read the full file on GitHub · 330 lines

Files

What ships with it

32 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2d ago First seen · 330 lines · 61 tokens per session scan A e28b1002a0d0

Subscribe to this mod's changes

copilot-studio is a skill published in the GitHub repository geekfujiwara/CodeAppsDevelopmentStandard (59 stars, last pushed 5d ago), licensed MIT. It adds 61 tokens to every session and 5,029 once invoked, about $0.0003 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.

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