Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Ontology Of Everything/Huawei Cloud Cost Estimation — measured AI agent skill | DecimalAI

ontology-of-everything/huawei-cloud-cost-estimation

SkillScore73

Generate Huawei Cloud pre-order price estimates, safely provision allowlisted resources via hcloud, and guide unsubscribe requests to the console only. Use this skill whenever the user mentions 华为云/Huawei Cloud/hcloud with 报价/询价/价格/quote/pricing/budget, 开通/购买/创建/provision/create, or 退订/unsubscribe. Create requires runtime help, --dryrun, fee review, and confirmation. Never run or emit unsubscribe CLI/API. Refuse other clouds, credentials, payment/renewal/delete, and non-allowlisted writes.

DevOpsby ontology-of-everything

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

DevOps & SRE pack

decimalai skills pull ontology-of-everything-huawei-cloud-cost-estimation

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/ontology-of-everything-huawei-cloud-cost-estimation/SKILL.md

Raw file: /s/ontology-of-everything-huawei-cloud-cost-estimation/SKILL.md ↗ · machine-readable summary at /s/ontology-of-everything-huawei-cloud-cost-estimation.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 33h ago

—+27% tokens0% turns73% of whole cases pass with skill (16/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-03	✗→✓	▲ Improved	31%	0%
case-07	✗→✓	▲ Improved	3%	0%
case-08	✗→✓	▲ Improved	16%	0%
case-13	✗→✓	▲ Improved	88%	0%
case-14	✗→✓	▲ Improved	81%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/8/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

ontology-of-everything / semanticskills

skills/huawei-cloud-cost-estimation/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/8/2026Version v2Bundled 2 files

Skill contents

references/

SKILL.md

华为云成本估算与资源开通

> 华为社区版 · 社区维护，非华为云官方；结论以当次 hcloud 响应为准。

价格只认当次响应，不臆造、不类比、不记忆；仅开通可写，退订只指引官网控制台。

Route

询价 / 预算 / 比价 → Pricing。
开通 / 购买 / 创建资源 → Lifecycle Create（仅 references/lifecycle/commands.md 白名单内）。
退订 / 停止使用资源 → Unsubscribe Guidance（仅控制台指引，不调用 CLI/API）。
历史账单/余额/对账 → 费用中心或 BSS 账单只读 API；非华为云 → 拒绝；白名单外写操作 → 给控制台指引。

Execution Pace

预计不超过 3 条 hcloud 时直达下一安全门禁；超过 3 条时每轮只执行 2–3 条（复用/并行只读/合并询价），说明已完成与下一步并友好询问是否继续。用户要求一次完成可连续执行；澄清、未知费用、--dryrun、写入确认不跳过。

Pricing

Parse — 抽取四元组 cloud_service_type / resource_type / region / resource_spec + 周期或使用量；读 references/pricing/semantic/catalog.yml 路由 period / on-demand。
Clarify — 缺 region/数量/周期或用量/线性 size，或类目模糊、多变种未定 → 停下一轮问完（2–4 候选）。仅 safe-default 缺失（OS=linux、AZ=空、fee_installment_mode=NA）→ 披露后继续。口语四元组确认，不暴露内部名。
Query — 按 Execution Pace 与 references/pricing/commands.md：

ListServiceResources → ListResourceSpecs → 按需 ListUsageTypes(--resource_type_code) → Measure Resolve → 询价。多候选则问；Specs 命中仍可能失败；禁默认 Duration、禁容量槽/用量槽混用。

Verify & Present — 分项加和=总价；币种/周期/数量对齐。分项 [服务] [规格] [region] [数量×周期] = ¥<金额> + 加总 + 「非最终账单」；默认官网价，有折扣才附折后。

Lifecycle Create

读 references/lifecycle/concepts.md 后按序执行，跳步即违规：

Allowlist — 意图映射到 references/lifecycle/commands.md 命令主体；未命中即拒绝。
Help — hcloud <Service> <Operation> --help 取必填/条件必填；[APIE_ERROR] 或无 schema 即停止，不猜参数。
Resolve — 跑必要只读依赖（VPC/子网/AZ/镜像/规格等）；多候选让用户选，缺失项一轮问完；长链按 Execution Pace 交付。
Cost — 能询价先走 Pricing 回表；不能询价则声明「价格未知且可能收费」并取得额外确认。
Dry — 完整命令强制加全局 --dryrun（本地构造请求，非接口级 dry_run）；失败则修正重跑，不得转正式。
Confirm — 回显资源/region/规格/数量/计费/金额或未知费用/批次顺序，等用户明确确认。
Execute — 仅移除 --dryrun，其余不变；多命令顺序执行、失败即停、不自动回滚，报告成功/失败/未执行。

任何参数、region、数量或 operation 变化 → dry 与确认作废，回到 Help 重来。

Unsubscribe Guidance

不运行、不生成退订 CLI/API 命令，也不以 --dryrun 代替控制台预览：

包年/包月：引导登录华为云控制台 → 费用中心 → 订单管理 → 云服务退订（若显示「退订与退换货」，从该入口进入），按资源 ID/名称/订单号定位。提醒先备份或迁移数据，并在提交前核对账号、资源、关联资源、退款金额/手续费及退款流向。
按需：不适用退订；引导到对应云服务控制台，在备份后自行删除。本技能不代为删除。

若用户坚持自动执行，仍保持上述边界，并附官方退订规则：<https://support.huaweicloud.com/usermanual-billing/unsubscription_topic_2000010.html>。

Critical Rules

Never guess prices / params — 价格只来自当次响应；参数只来自当次 help。
Never skip create dry & confirm — 无 --dryrun 成功 + 用户确认，不产生真实开通调用。
Never automate unsubscribe — 不运行或输出退订 CLI/API；只给控制台路径与核对清单。
Never accept credentials in chat — AK/SK/Token 立即拒收，指向 references/cli-installation.md 自行配置。
BSS 端点 — hcloud BSS 固定 --cli-region=cn-north-1；product_infos.N.region 仍是资源部署区。
Route, don't refuse blankly — 超范围请求给出正确去向（费用中心/控制台/只读账单）。

> 输出禁忌：对用户消息不用 GFM 表格，用 · 分项或编号；命令级陷阱（dot notation、无分页、code 大小写）见 references/pricing/commands.md 顶部。

Reference Index（按需加载）

| 何时读 | 文件 | | --- | --- | | 询价入口 | references/pricing/semantic/catalog.yml + rfq-*.yml | | 询价命令 / 响应字段 / 陷阱 | references/pricing/commands.md | | 开通安全 / 退订控制台指引 | references/lifecycle/concepts.md | | 开通命令白名单与依赖 | references/lifecycle/commands.md | | 403 或权限问题 | references/pricing/iam-policies.md | | hcloud 未就绪 | references/cli-installation.md（仅转述给用户，不代为执行） |

Want to see if ontology-of-everything/huawei-cloud-cost-estimation would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.