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 seed-forge/harness-ai-kit --skill infra-harbor-opsgit clone --depth 1 https://github.com/seed-forge/harness-ai-kitWrote 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/seed-forge/harness-ai-kit/infra-harbor-ops)<a href="https://agentmods.dev/skills/seed-forge/harness-ai-kit/infra-harbor-ops"><img src="https://agentmods.dev/badge/skills/seed-forge/harness-ai-kit/infra-harbor-ops/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/seed-forge/harness-ai-kit/infra-harbor-ops"><img src="https://agentmods.dev/badge/skills/seed-forge/harness-ai-kit/infra-harbor-ops.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00047 | $0.00460 |
| Opus 5 | $0.00023 | $0.00230 |
| Sonnet 5 | $0.00009 | $0.00092 |
| Haiku 4.5 | $0.00005 | $0.00046 |
Grade A, and why
infra-harbor-ops 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 10d 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.
What it actually says
infra-harbor-ops
用于 Harbor 平台级 day-2 运维。Harbor 负责 OCI 镜像、proxy cache、robot/project 权限和 registry token runtime。
边界
- 本 skill 负责：project/robot/proxy cache、Harbor 反代和 token runtime 排障、平台健康巡检。
infra-artifact-readiness-ops负责 CI/部署消费侧的 OCI 预热和 readiness gate。infra-nexus-ops负责语言包仓库，不把 Docker 代理缓存放进 Nexus。
操作顺序
- 先判断是平台问题还是消费链问题。
- 平台问题查 Harbor config、proxy、token runtime、project/robot。
- 消费链问题转
infra-artifact-readiness-ops做 warm/readiness。 - 涉及 Woodpecker/Kaniko 时联动
infra-woodpecker-pipeline-ops。
推荐输出格式
执行完毕后输出极简回执：状态（✅ 成功 / ⚠️ 部分成功 / ❌ 失败）+ 关键结果（1-2 行，如操作对象、产出位置、下一步）。无需强制套用大表格。
配置上下文
本技能依赖以下配置，AI 在运行时按如下优先级解析：
- 用户对话中明确提供的值（最高优先级）
~/.harness-ai-kit/config.yaml中assets.infra-harbor-ops或global段config.defaults.yaml中的默认值
如用户未提供且无默认值的 required 字段，必须主动询问用户。 禁止从 AGENTS.md 或脚本中读取硬编码配置值。
参考文档：
- references/REFERENCE-HARBORCTL-CLI.md
What ships with it
5 files 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.
- 10d ago First seen · 40 lines · 47 tokens per session scan A 158baee7cd8d
infra-harbor-ops is a skill published in the GitHub repository seed-forge/harness-ai-kit (22 stars, last pushed 9d ago), licensed Apache-2.0. It adds 47 tokens to every session and 460 once invoked, about $0.0002 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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