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.
npx agentmods add skills/shiplightai/agent-skills/cloudnpx skills add ShiplightAI/agent-skills --skill cloudgit clone --depth 1 https://github.com/ShiplightAI/agent-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/shiplightai/agent-skills/cloud)<a href="https://agentmods.dev/skills/shiplightai/agent-skills/cloud"><img src="https://agentmods.dev/badge/skills/shiplightai/agent-skills/cloud.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00035 | $0.05868 |
| Opus 5 | $0.00017 | $0.02934 |
| Sonnet 5 | $0.00007 | $0.01174 |
| Haiku 4.5 | $0.00003 | $0.00587 |
Grade A, and why
cloud scanned grade A with 1 finding 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 3d ago.
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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -H "Authorization: Bearer $SHIPLIGHT_API_TOKEN" \ How it starts
The opening of the file, as written. The whole thing — 713 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Shiplight Cloud
Sync local YAML test cases, templates, and TypeScript functions with the Shiplight cloud using MCP tools. Primarily used to push local tests up to the cloud (and pull cloud tests back down) so they can run on a schedule, be shared with your team, and integrate with CI. Also manages test runs, environments, folders, suites, and accounts via the REST API.
Setup
Requires a Shiplight cloud subscription and a SHIPLIGHT_API_TOKEN. If cloud MCP tools (save_test_case, get_test_case, etc.) are not in the tool list, the token is missing.
Tell the user:
Cloud tools are not available. Get your API token from https://app.shiplight.ai/settings/api-tokens, set
SHIPLIGHT_API_TOKENin your project's.envfile, then reconnect MCP (/mcp).
If the user provides a token, append it to the project's .env file (create if needed) and tell them: "Saved to <project>/.env — make sure .env is in your .gitignore. Reconnect MCP (/mcp) to activate cloud tools."
All REST API calls require:
Authorization: Bearer $SHIPLIGHT_API_TOKEN
Error Handling
| Error | Action |
|---|---|
| 401 Unauthorized | Token is invalid or expired — ask user to check SHIPLIGHT_API_TOKEN in .env |
| 403 Forbidden | Insufficient permissions — inform user |
| 404 Not Found | Resource not found — report to user |
| 422 Validation | Show validation message to user |
| Tool not found | Token is missing — guide user through setup above |
MCP Tools
These tools are available when SHIPLIGHT_API_TOKEN is set. Prefer file_path over passing content directly (saves tokens). Always use output_format: 'yaml' for get_test_case.
- Upload:
save_test_case,save_test_account,save_template,save_function - Download:
get_test_case,get_template,get_function - Account:
save_test_account— create/update test account with optionalstorage_state_pathto upload local browser session to cloud
ID Tracking
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.
- 3d ago First seen · 713 lines · 35 tokens per session scan A ed7d21c6a90a
cloud is a skill published in the GitHub repository ShiplightAI/agent-skills (2 stars, last pushed 1mo ago), licensed MIT. It adds 35 tokens to every session and 5,868 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
cloud-architect
Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure, and GCP. Use when designing cloud architectures, planning migrations, or optimizing multi-cloud deployments. Invoke for Well-Architected Framework, cost…
rule
Skill "rule" from x-cmd/x-cmd, covering rule — rules to rule, 核心命令, 规则文件格式, 示例 and 验证规则文件格式.
cve
Look up CVE records via x cve — cached, zero-API-key, daily xz TSV. Load for cve, vulnerability id, kev, epss, nvd, cvelist, or security advisory.
azmon-mirroredcatalogs-operations-cli
Brings Azure Monitor, Application Insights, and Log Analytics telemetry into Fabric as Eventhouse external delta tables and correlates it with business data. Use to onboard observability data, judge whether latency or availability affected revenue, or build a Real-Time dashboard and Operations Agent over it.
atmos-auth
Authentication and identity management: providers (SSO/SAML/OIDC/GCP/Atmos Pro), identities, keyring, identity chaining, login/exec/shell/console, and github/sts for private GitHub access.
terraform-search-import
Discover existing cloud resources using Terraform Search queries and bulk import them into Terraform management. Use when bringing unmanaged infrastructure under Terraform control, auditing cloud resources, or migrating to IaC.