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/mapper-creatornpx skills add Amplicode/spring-skills --skill mapper-creatorgit clone --depth 1 https://github.com/Amplicode/spring-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/amplicode/spring-skills/mapper-creator)<a href="https://agentmods.dev/skills/amplicode/spring-skills/mapper-creator"><img src="https://agentmods.dev/badge/skills/amplicode/spring-skills/mapper-creator.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 | $0.00058 | $0.05114 |
| Opus 5 | $0.00029 | $0.02557 |
| Sonnet 5 | $0.00012 | $0.01023 |
| Haiku 4.5 | $0.00006 | $0.00511 |
Grade A, and why
mapper-creator 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 4d 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.
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 ships with it
42 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.
- examples/_fragments/after-mapping/java.md 1.6 KB
- examples/_fragments/after-mapping/kotlin.md 1.2 KB
- examples/_fragments/aggregate-ref-from/java.md 585 B
- examples/_fragments/aggregate-ref-from/kotlin.md 516 B
- examples/_fragments/aggregate-ref-to/java.md 591 B
- examples/_fragments/aggregate-ref-to/kotlin.md 548 B
- examples/_fragments/context-class/java.md 866 B
- examples/_fragments/context-class/kotlin.md 818 B
- examples/_fragments/custom-to-dto/java.md 2.3 KB
- examples/_fragments/custom-to-dto/kotlin.md 582 B
- examples/_fragments/custom-to-entity/java.md 3.1 KB
- examples/_fragments/custom-to-entity/kotlin.md 571 B
- examples/_fragments/custom-update-with-null/java.md 1014 B
- examples/_fragments/custom-update-with-null/kotlin.md 759 B
- examples/_fragments/factory-field/java.md 468 B
- examples/_fragments/factory-field/kotlin.md 549 B
- examples/_fragments/flat-expression/java.md 4.1 KB
- examples/_fragments/flat-expression/kotlin.md 1.4 KB
- examples/_fragments/full-update-method/java.md 888 B
- examples/_fragments/full-update-method/kotlin.md 914 B
- examples/_fragments/mapper-annotation/java.md 1.4 KB
- examples/_fragments/mapper-annotation/kotlin.md 1.2 KB
- examples/_fragments/parent-interface/java.md 588 B
- examples/_fragments/parent-interface/kotlin.md 589 B
- examples/_fragments/partial-update-method/java.md 2.0 KB
- examples/_fragments/partial-update-method/kotlin.md 1.0 KB
- examples/_fragments/to-dto-method/java.md 3.7 KB
- examples/_fragments/to-dto-method/kotlin.md 1.6 KB
- examples/_fragments/to-entity-method/java.md 2.2 KB
- examples/_fragments/to-entity-method/kotlin.md 1.3 KB
- examples/_fragments/uses-attribute/java.md 568 B
- examples/_fragments/uses-attribute/kotlin.md 574 B
- examples/_skeletons/custom-java.md 281 B
- examples/_skeletons/custom-kotlin.md 198 B
- examples/_skeletons/mapstruct-java.md 292 B
- examples/_skeletons/mapstruct-kotlin.md 298 B
- references/custom-java.md 2.2 KB
- references/custom-kotlin.md 1.3 KB
- references/mapping-annotations.md 4.9 KB
- references/mapstruct-java.md 6.0 KB
- references/mapstruct-kotlin.md 3.7 KB
- references/method-naming.md 1.2 KB
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.
- 4d ago First seen · 411 lines · 58 tokens per session scan A 98d0bc445ba3
mapper-creator is a skill published in the GitHub repository Amplicode/spring-skills (111 stars, last pushed yesterday), with no licence file. It adds 58 tokens to every session and 5,114 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.
Other skills, from other repositories
obsidian-writer
Write well-formatted notes to the atmosphere-vault Obsidian knowledge base. Use this skill whenever creating or updating an ADR, runbook, plan, API doc, guide, session output, or any structured document that should land in the vault — even when the user doesn't say "Obsidian" explicitly. Delegates to…
obsidian-vault-setup
Use when setting up the shared atmosphere-vault Obsidian vault on a new machine or for a new team member. Guides through cloning, symlinking claudedocs, and verifying obsidian-cli.
llm-judge
AI quality judge that scores agent responses 0-10 across helpfulness, accuracy, completeness, and clarity. Use when evaluating multi-agent output or implementing LLM-as-judge quality gates.
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-preflight
在 MateCloud 提交代码或开 PR 前使用。跑 harness 约束校验、修掉违规、按规范写提交信息。当用户说"提交前检查""preflight""要提交了""commit 之前自检"时触发。.
dentist-agent
Emergency dental assistant (Dr. Molar) for triage, first aid, and severity classification of broken/chipped/cracked teeth, delivered over web, Slack, or Telegram. Use for non-diagnostic dental guidance only.