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Analyze the Ark codebase by cloning the repository to a temporary location. Use this skill when the user asks questions about how Ark works, wants to understand Ark's implementation, or needs to examine Ark source code.
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/mckinsey/agents-at-scale-ark --skill ark-analysisコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
Guidance for structuring Ark documentation using the Diataxis framework. Use this skill when creating new docs, deciding where content belongs, reviewing documentation PRs, or restructuring existing documentation.
Structured workflow for drafting NEW GitHub issues with codebase research, duplicate detection, and testing approach. Always asks clarifying questions and shows the draft for approval before creating. For searching, listing, viewing, or updating existing issues, use the "issues" skill instead.
Produce a themed Slack post announcing Ark releases. Pulls from BOTH the Ark core repo (mckinsey/agents-at-scale-ark) and the Marketplace repo (mckinsey/agents-at-scale-marketplace), validates docs links, groups features by theme with relevant emoji, and ends with a "Coming next" section sourced from the current sprint on the ARK project board. Invoke when the user asks for a "release announcement", "slack post", "what's new since vX", "changelog for
SOC 職業分類に基づく
SKILL.md を表示中
| name | Ark Analysis |
| description | Analyze the Ark codebase by cloning the repository to a temporary location. Use this skill when the user asks questions about how Ark works, wants to understand Ark's implementation, or needs to examine Ark source code. |
This skill helps you analyze the Ark codebase by cloning the repository and examining its contents.
Use this skill when:
Clone the Ark repository to a temporary location:
git clone git@github.com:mckinsey/agents-at-scale-ark.git /tmp/ark-analysis
cd /tmp/ark-analysis
The Ark repository is organized as follows:
ark/ - Kubernetes operator and default executor (Go)
executors/completions/ - Built-in default execution enginelib/ark-sdk/ - Python SDK (generated + overlay)
BaseExecutor ABC and ExecutorApp for pluggable executor interfaceservices/ - Component services
ark-api/ - REST API gateway (Python/FastAPI)ark-broker/ - In-memory event bus (Node.js/Express)ark-dashboard/ - Web UI (Next.js/React)samples/ - Example YAML configurations
docs/ - Documentation site (Next.js/MDX)
ls ark/internal/controller/
grep -r "Reconcile" ark/internal/controller/
ls ark/config/crd/bases/
grep -r "kind: Agent" samples/
find . -path "*/a2a*" -type f
grep -r "A2AServer" .
# Use ripgrep or grep to search
rg "query controller" --type go
grep -r "team coordination" --include="*.go"
/tmp/ark-analysis to avoid cluttering the workspacecd /tmp/ark-analysis before running analysis commandsrg (ripgrep) or grep for code searchesCLAUDE.md filesrm -rf /tmp/ark-analysisgit clone git@github.com:mckinsey/agents-at-scale-ark.git /tmp/ark-analysis
cd /tmp/ark-analysis
cat ark/internal/controller/query_controller.go
grep -r "ExecuteQuery" ark/internal/genai/
cd /tmp/ark-analysis
find samples/a2a -name "*.py"
cat samples/a2a/simple-agent/src/simple_a2a_server/main.py
cat docs/content/developer-guide/building-a2a-servers.mdx
cd /tmp/ark-analysis
ls ark/api/v1alpha1/
cat ark/api/v1alpha1/agent_types.go