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/amplicode/spring-skills/java-debugnpx skills add Amplicode/spring-skills --skill java-debuggit clone --depth 1 https://github.com/Amplicode/spring-skillsWhat 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 | $0.00207 | $0.02482 |
| Opus 5 | $0.00103 | $0.01241 |
| Sonnet 5 | $0.00041 | $0.00496 |
| Haiku 4.5 | $0.00021 | $0.00248 |
Grade A, and why
java-debug 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 2d 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.
When the app hits a breakpoint, its threads freeze. Any HTTP request, curl call, or network interaction you make to that app **will hang forever** — the app can't respond until you resume it. This is the single most comm The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- 2d ago First seen · 161 lines · 207 tokens per session scan A 169468d2df2b
java-debug is a skill published in the GitHub repository Amplicode/spring-skills (111 stars, last pushed 1mo ago), with no licence file. It adds 207 tokens to every session and 2,482 once invoked, about $0.0010 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 2026-08-30.
Other skills, from other repositories
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llm-judge
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mate-new-module
在 MateCloud 新建业务模块 (mate-{name}) 时使用。约束 DDD 四层结构、命名后缀、错误码、端口分配、领域纯净,避免手搓出不合规范的模块。当用户说"新建模块""加一个 mate-xxx 服务""scaffold a module"时触发。.
mate-oss-gate
在准备把 MateCloud(或其子集)开源 / 发布到公开仓前使用。按 open-core 边界把关:剥离企业代码、清竞品名与内部路径、查密钥、确认 LICENSE。当用户说"要开源了""发布公开版""开源前检查""oss release"时触发。.