The philosophy and practical benefits of agent fungibility in multi-agent software development. Why homogeneous, interchangeable agents outperform specialized role-based systems at scale.
日本語の概要は準備中です。原文の説明を表示しています。
Google Cloud Platform CLI - manage GCP resources. Use when working with Compute Engine, Cloud Run, GKE, Cloud Functions, Storage, BigQuery, or other GCP services.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Core Capability: Manage Google Cloud Platform resources and services from the command line.
# Install
curl https://sdk.cloud.google.com | bash
exec -l $SHELL
# Verify
gcloud version
# Check auth
gcloud auth list
# Set project
gcloud config set project PROJECT_ID
# Show current config
gcloud config list
# Login interactively
gcloud auth login
# Service account auth
gcloud auth activate-service-account --key-file=key.json
# Application default credentials
gcloud auth application-default login
# Set project
gcloud config set project PROJECT_ID
# Set region/zone
gcloud config set compute/region us-central1
gcloud config set compute/zone us-central1-a
# Named configurations
gcloud config configurations create my-config
gcloud config configurations activate my-config
# List VMs
gcloud compute instances list
# Create VM
gcloud compute instances create my-vm \
--zone=us-central1-a \
--machine-type=e2-medium \
--image-family=debian-12 \
--image-project=debian-cloud
# SSH to VM
gcloud compute ssh my-vm --zone=us-central1-a
# Stop/start
gcloud compute instances stop my-vm --zone=us-central1-a
gcloud compute instances start my-vm --zone=us-central1-a
# List services
gcloud run services list
# Deploy from source
gcloud run deploy my-service --source . --region=us-central1
# Deploy container
gcloud run deploy my-service \
--image=gcr.io/PROJECT/IMAGE \
--region=us-central1 \
--allow-unauthenticated
# View logs
gcloud run services logs read my-service --region=us-central1
# List buckets
gcloud storage buckets list
# Create bucket
gcloud storage buckets create gs://my-bucket --location=us-central1
# Upload/download
gcloud storage cp local-file.txt gs://my-bucket/
gcloud storage cp gs://my-bucket/file.txt ./
# Sync directory
gcloud storage rsync -r ./local-dir gs://my-bucket/remote-dir
| Service | List | Create | Delete |
|---|---|---|---|
| Compute | gcloud compute instances list | gcloud compute instances create | gcloud compute instances delete |
| Cloud Run | gcloud run services list | gcloud run deploy | gcloud run services delete |
| Functions | gcloud functions list | gcloud functions deploy | gcloud functions delete |
| GKE | gcloud container clusters list | gcloud container clusters create | gcloud container clusters delete |
| Storage | gcloud storage buckets list | gcloud storage buckets create | gcloud storage rm |
# JSON output
gcloud compute instances list --format=json
# Table with specific columns
gcloud compute instances list --format="table(name,zone,status)"
# Filter results
gcloud compute instances list --filter="status=RUNNING"
# Quiet mode (no prompts)
gcloud compute instances delete my-vm --quiet
gcloud cheat-sheet # Built-in cheat sheet
gcloud interactive # Interactive shell
gcloud --help # General help
gcloud compute --help # Service-specific help
Copy this to your project's AGENTS.md:
### Google Cloud CLI (gcloud)
`gcloud` is installed and authenticated.
Auth:
\`\`\`bash
gcloud auth login
gcloud auth application-default login # For API libraries
\`\`\`
Project:
\`\`\`bash
gcloud config set project <PROJECT_ID>
\`\`\`
Enable APIs:
\`\`\`bash
gcloud services enable aiplatform.googleapis.com
gcloud services enable analyticsdata.googleapis.com
\`\`\`
Useful commands:
\`\`\`bash
gcloud projects list
gcloud services list --enabled
gcloud beta billing accounts list
\`\`\`
| Topic | Reference |
|---|---|
| All services | SERVICES.md |
| IAM & Security | IAM.md |
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
The philosophy and practical benefits of agent fungibility in multi-agent software development. Why homogeneous, interchangeable agents outperform specialized role-based systems at scale.
日本語の概要は準備中です。原文の説明を表示しています。
MCP Agent Mail for multi-agent coordination. Use when agents need file locks, messaging, inboxes, or conflict prevention. Handles macro_start_session, file_reservation_paths, send_message, threading, pre-commit guards.
日本語の概要は準備中です。原文の説明を表示しています。
Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV. The execution phase that follows planning and bead creation. Includes exact prompts used.
日本語の概要は準備中です。原文の説明を表示しています。
Convert markdown plans into beads with dependencies using br CLI. Use when creating task graphs, polishing beads before implementation, or bridging planning to agent swarm execution.
日本語の概要は準備中です。原文の説明を表示しています。
Beads Viewer - Graph-aware triage engine for Beads projects. Computes PageRank, betweenness, critical path, and cycles. Use --robot-* flags for AI agents.
日本語の概要は準備中です。原文の説明を表示しています。
Manage AI coding CLI accounts with sub-100ms switching. Use when hitting rate limits on Claude Max, GPT Pro, or Gemini Ultra subscriptions and need instant account swapping without browser OAuth.
日本語の概要は準備中です。原文の説明を表示しています。