Borrowing it
Nothing to install: this file belongs to lsampaioweb/ai-instructions. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/lsampaioweb/ai-instructions/main/.github/instructions/spring-boot-mapstruct.instructions.mdgit clone --depth 1 https://github.com/lsampaioweb/ai-instructionsWrote 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/instructions/lsampaioweb/ai-instructions/spring-boot-mapstruct)<a href="https://agentmods.dev/instructions/lsampaioweb/ai-instructions/spring-boot-mapstruct"><img src="https://agentmods.dev/badge/instructions/lsampaioweb/ai-instructions/spring-boot-mapstruct/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/instructions/lsampaioweb/ai-instructions/spring-boot-mapstruct"><img src="https://agentmods.dev/badge/instructions/lsampaioweb/ai-instructions/spring-boot-mapstruct.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 | $0.00829 | $0.00829 |
| Opus 5.5 | $0.00332 | $0.00332 |
| Sonnet 5.5 | $0.00166 | $0.00166 |
| Haiku 4.5 | $0.00083 | $0.00083 |
Grade A, and why
ai-instructions spring-boot-mapstruct.instructions.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spring Boot MapStruct Contract
Apply this contract only when the module depends on org.mapstruct:mapstruct or a
type is annotated with MapStruct's org.mapstruct.Mapper. Hand-written
@Component mappers are allowed by the architecture contract and are not governed
here.
Architecture owns mapper naming (<Feature>Mapper, never *DtoMapper), feature
placement, and the ban on inline DTO mapping in controllers or services. Lombok
owns lombok-mapstruct-binding and processor coexistence. Pom owns dependency
comments and ordering.
Maven setup
- Declare
org.mapstruct:mapstructwith an explicit${mapstruct.version}property (samples pin1.6.3today). MapStruct is not managed by the Spring Boot parent BOM. - Add a one-line purpose comment above the dependency (pom contract).
- Place MapStruct in the third-party dependency group, alphabetically by artifactId.
- Add
mapstruct-processortomaven-compiler-pluginannotationProcessorPathswith the same${mapstruct.version}. Do not omit the processor path: current Java does not load annotation processors from the compile classpath automatically. - When Lombok is also on the module, always add
lombok-mapstruct-bindingtoannotationProcessorPathsand order the paths as:lombok, thenlombok-mapstruct-binding, thenmapstruct-processor(Lombok contract). Pinlombok-mapstruct-bindingwith an explicit property (samples use0.2.0); Spring Boot's parent BOM does not manage that artifact.
Mapper type
- Declare the mapper as a package-private
interfaceannotated with@Mapper(componentModel = "spring", unmappedTargetPolicy = ReportingPolicy.ERROR). - Keep the mapper in the feature package beside the types it maps (architecture contract).
- Let MapStruct generate the Spring bean; do not also annotate the interface with
@Componentor@Service. - Inject the mapper into the service implementation through the constructor; do not
call
Mappers.getMapper(...)in application code.
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.
- 1mo ago First seen · 69 lines · 829 tokens per session scan A 23ebdce6a486
ai-instructions spring-boot-mapstruct.instructions.md is an instructions file published in the GitHub repository lsampaioweb/ai-instructions (1 stars, last pushed 5d ago), licensed MIT. It adds 829 tokens to every session, about $0.0033 per session on Opus 5.5. 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 2026-09-30.
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