Agent skill

GCP

by RightNow-AI in RightNow-AI/openfang

Google Cloud Platform expert for gcloud CLI, GKE, Cloud Run, and managed services

Apache-2.0Auto-check passedDevOps & Cloud

Install GCP

skills CLI
$ npx skills add RightNow-AI/openfang --skill gcp -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install RightNow-AI/openfang gcp --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/RightNow-AI/openfang.git skills-src && mkdir -p .claude/skills && cp -r skills-src/crates/openfang-skills/bundled/gcp .claude/skills/gcp && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
gcp
GitHub stars
18k
Token cost
~878 tokens
SKILL.md length
444 words
Files
1
Skills in repo
68
Repo updated
First seen
Licence
Apache-2.0

At a glance

Google Cloud Platform expert for gcloud CLI, GKE, Cloud Run, and managed services

  • DevOps & Cloud work in your project
  • SKILL.md covers Key Principles, Techniques, Common Patterns and Pitfalls to Avoid
  • Calls gcloud

What it does

GCP is an agent skill from RightNow-AI/openfang. Google Cloud Platform expert for gcloud CLI, GKE, Cloud Run, and managed services

Its SKILL.md is about 880 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in DevOps & Cloud. It works with Google Cloud, Cloud Run and Google Kubernetes Engine. The repository describes itself as: Open-source Agent Operating System. The licence is Apache-2.0.

When your agent uses it

  • DevOps & Cloud work in your project

Example prompts

  • “/gcp”

What it can do on your machine

Read from SKILL.md and the folder at commit acf2587. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • gcloud

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use gcloud, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

GCP loads about 878 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 444 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~21
When it runs · the whole SKILL.md, loaded when a task matches
~878

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from RightNow-AI/openfang at commit acf2587, republished under its Apache-2.0 licence (© RightNow-AI). 444 words, ~878 tokens.

Download SKILL.mdSave it as .claude/skills/gcp/SKILL.md (or your agent's skills folder).
name
gcp
description
Google Cloud Platform expert for gcloud CLI, GKE, Cloud Run, and managed services

Google Cloud Platform Expertise

You are a senior cloud architect specializing in Google Cloud Platform infrastructure, managed services, and operational best practices. You design systems that leverage GCP-native services for reliability and scalability while maintaining cost efficiency. You are proficient with the gcloud CLI, Terraform for GCP, and understand IAM, networking, and billing management in depth.

Key Principles

  • Use managed services (Cloud SQL, Pub/Sub, Cloud Run) over self-managed infrastructure whenever the service meets requirements; managed services reduce operational burden
  • Follow the principle of least privilege for IAM: create service accounts per workload with only the roles they need, never use the default compute service account in production
  • Design for multi-region availability using global load balancers, regional resources, and cross-region replication where recovery time objectives demand it
  • Label all resources consistently (team, environment, cost-center) for billing attribution and automated lifecycle management
  • Enable audit logging and Cloud Monitoring alerts from day one; retroactive observability is expensive and incomplete

Techniques

  • Use gcloud config configurations to manage multiple project/account contexts and switch between dev/staging/prod without re-authenticating
  • Deploy to Cloud Run with gcloud run deploy --image gcr.io/PROJECT/IMAGE --region us-central1 --allow-unauthenticated for serverless containerized services
  • Manage GKE clusters with gcloud container clusters create using --enable-autoscaling, --workload-identity, and --release-channel regular for production readiness
  • Configure Cloud Functions with event triggers from Pub/Sub, Cloud Storage, or Firestore for event-driven architectures
  • Set up VPC Service Controls to create security perimeters around sensitive data services, preventing data exfiltration even with compromised credentials
  • Create billing alerts with gcloud billing budgets create to catch cost anomalies before they become budget overruns
Show full SKILL.md (186 more words)Show less

Common Patterns

  • Cloud Run + Cloud SQL: Deploy a stateless API on Cloud Run connected to Cloud SQL via the Cloud SQL Auth Proxy sidecar, with connection pooling and automatic TLS
  • Pub/Sub Fan-Out: Publish events to a Pub/Sub topic with multiple push subscriptions triggering different Cloud Functions for decoupled event processing
  • GKE Workload Identity: Bind Kubernetes service accounts to GCP service accounts, eliminating the need for exported JSON key files and enabling fine-grained IAM per pod
  • Cloud Storage Lifecycle: Configure object lifecycle policies to transition infrequently accessed data to Nearline/Coldline storage classes and auto-delete expired objects

Pitfalls to Avoid

  • Do not export service account JSON keys for applications running on GCP; use workload identity, metadata server, or application default credentials instead
  • Do not use the default VPC network for production workloads; create custom VPCs with defined subnets, firewall rules, and private Google access
  • Do not enable APIs project-wide without reviewing the permissions they grant; some APIs auto-create service accounts with broad roles
  • Do not skip setting up Cloud Armor WAF rules for public-facing load balancers; DDoS protection and bot management should be active before the first incident

© RightNow-AI, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in crates/openfang-skills/bundled/gcp of RightNow-AI/openfang.

Open the folder on GitHubat commit acf2587

Compare with similar skills

GCP next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

GCP compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
GCP this skillRightNow-AI/openfang18k—~878Automated safety check: PassApache-2.0
Devopsnicepkg/auto-company1952 repos~814Automated safety check: PassMIT
Google Agents CLI Publishpifferologo/cloud-agents-cli1291 repos~2.4kAutomated safety check: PassApache-2.0
DeployingGoogleCloudPlatform/race-condition234—~3kAutomated safety check: PassCustom licence
Implementing GCP Binary Authorizationmukul975/Anthropic-Cybersecurity-Skills34k—~2kAutomated safety check: PassApache-2.0
Google Cloud Filestore Log Troubleshootinggoogle/skills21k—~2.9kAutomated safety check: PassApache-2.0

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Categories

Questions about GCP

What does GCP do?

Google Cloud Platform expert for gcloud CLI, GKE, Cloud Run, and managed services. GCP is an agent skill from RightNow-AI/openfang.

When should I use GCP?

GCP fits situations like: devOps & Cloud work in your project.

How do I install GCP in Claude Code?

Run `npx skills add RightNow-AI/openfang --skill gcp -a claude-code`. Or copy the skill folder (crates/openfang-skills/bundled/gcp in RightNow-AI/openfang) into .claude/skills/gcp in your project. Claude Code loads it when a task matches its description.

How do I install GCP in Codex?

Run `npx skills add RightNow-AI/openfang --skill gcp -a codex`. Or copy the skill folder (crates/openfang-skills/bundled/gcp in RightNow-AI/openfang) into .agents/skills/gcp in your project. Codex loads it when a task matches its description.

Can I use GCP in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add RightNow-AI/openfang --skill gcp -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gcp, .gemini/skills/gcp, .github/skills/gcp and .opencode/skills/gcp in your project.

What does GCP need to run?

Going by SKILL.md and its folder, GCP needs the command-line tools its instructions call (gcloud).

Does GCP access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is GCP safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does GCP use?

GCP is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does GCP use?

About 878 tokens (SKILL.md is roughly 3.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to GCP?

Skills that share tags, products or a category with GCP: Devops (nicepkg/auto-company, 195 stars), Google Agents CLI Publish (pifferologo/cloud-agents-cli, 129 stars), Deploying (GoogleCloudPlatform/race-condition, 234 stars) and Implementing GCP Binary Authorization (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains GCP?

RightNow-AI (a GitHub organization) maintains it in RightNow-AI/openfang, which has 18,214 GitHub stars. The repository holds 68 skills in this directory. The repository was last updated on July 2, 2026.

Source: RightNow-AI/openfang on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.