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 skills add huaweicloud/huaweicloud-devkit --skill huaweicloud-capability-discoverygit clone --depth 1 https://github.com/huaweicloud/huaweicloud-devkitWrote 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/huaweicloud/huaweicloud-devkit/huaweicloud-capability-discovery)<a href="https://agentmods.dev/skills/huaweicloud/huaweicloud-devkit/huaweicloud-capability-discovery"><img src="https://agentmods.dev/badge/skills/huaweicloud/huaweicloud-devkit/huaweicloud-capability-discovery/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/huaweicloud/huaweicloud-devkit/huaweicloud-capability-discovery"><img src="https://agentmods.dev/badge/skills/huaweicloud/huaweicloud-devkit/huaweicloud-capability-discovery.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 24 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 5.1 | $0.00056 | $0.01128 |
| Opus 5 | $0.00028 | $0.00564 |
| Sonnet 5 | $0.00011 | $0.00226 |
| Haiku 4.5 | $0.00006 | $0.00113 |
Grade A, and why
huaweicloud-capability-discovery 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 8d 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.
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.
How it starts
The opening of the file, as written. The whole thing — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Huawei Cloud Capability Discovery
STOP - Do not answer from general knowledge. Follow the procedure below.
Use this skill to turn vague developer intent into a precise Huawei Cloud capability path.
Workflow
- Classify the goal: application hosting, compute, container, serverless, storage, database, network, security, observability, AI, data, migration, cost, or troubleshooting.
- Search Huawei Cloud Skills first when the task is scenario-based or operational.
- Use official docs for exact service limits, API request/response fields, regions, and pricing-sensitive behavior.
- Prefer KooCLI for local read-only discovery after auth is configured.
- Before using KooCLI, discover exact operation names with
hcloud <Service> --help; do not guess from intuition. Examples: list ECS instances withECS ListServersDetails, create ECS withECS CreateServers, inspect images throughIMS GlanceShowImage. - Prefer SDK docs when the deliverable is application code.
- Prefer MCP only when an approved Huawei Cloud MCP tool exists for the needed operation.
- Treat Terraform as a secondary V1 path for reviewed IaC, not the default.
- When no built-in devkit skill matches:
a. Search: use
huaweicloud_search_marketplaceto find a matching skill in the community marketplace b. Install: runnpx skills add huaweicloud/huaweicloud-skills --skill <skill-name> -y -gc. Execute: load the installed skill and follow its procedure - When the deliverable is a PPT, architecture diagram (draw.io), or frontend page that needs official Huawei Cloud service logos, use the
huaweicloud_get_service_iconMCP tool to get logo URLs from the official Icons library instead of guessing or hotlinking unofficial images.
Scenario Routing
Match the scenario before picking a service. For "deploy a web app" requests, layer the recommendation instead of defaulting to a production service:
| Scenario | Recommended path |
|---|---|
| hello world / prototype / demo / temporary preview (free, quick try) | huawei-sandbox first — temporary runtime + public URL, ~8h validity, zero billed resources |
| production / long-term / custom domain / high availability | huawei-functiongraph / huawei-ecs (or huawei-cce for containers) |
What ships with it
1 file 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.
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.
- 8d ago Changed · +3 lines 6ef106487a2a
- 12d ago First seen · 68 lines · 56 tokens per session scan A b909bd72fd1b
huaweicloud-capability-discovery is a skill published in the GitHub repository huaweicloud/huaweicloud-devkit (47 stars, last pushed today), licensed Apache-2.0. It adds 56 tokens to every session and 1,128 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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