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 infraspecdev/tesseract --skill spring-webgit clone --depth 1 https://github.com/infraspecdev/tesseractWrote 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/infraspecdev/tesseract/spring-web)<a href="https://agentmods.dev/skills/infraspecdev/tesseract/spring-web"><img src="https://agentmods.dev/badge/skills/infraspecdev/tesseract/spring-web/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/infraspecdev/tesseract/spring-web"><img src="https://agentmods.dev/badge/skills/infraspecdev/tesseract/spring-web.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 | $0.00065 | $0.01364 |
| Opus 5.5 | $0.00026 | $0.00546 |
| Sonnet 5.5 | $0.00013 | $0.00273 |
| Haiku 4.5 | $0.00006 | $0.00136 |
Grade A, and why
backend-spring-web 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 — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spring Web Review
Overview
Review Spring MVC and WebFlux controller code for idiomatic Spring patterns. Catches Spring-specific issues that the agnostic api-design-review skill doesn't flag (which is HTTP-conventions-focused).
Triggers when spring-boot-starter-web or spring-boot-starter-webflux is detected in pom.xml/build.gradle* and controller files are in scope. Pairs with api-design-review (HTTP layer) and error-observability-review (error response shape).
Version Compatibility
Supported: Spring Boot 3.x (declared via spring_boot_versions: ["3.x"] in frontmatter).
Spring Boot 2.x — degraded coverage:
- W3 (
@Validon@RequestBody): applies, but examples usejakarta.validation.*; SB2 usesjavax.validation.*. Findings still apply with the package name swapped - W4 (
@ControllerAdvice): applies identically across SB2/SB3 - Other checks: framework-stable
To add full SB2 coverage, follow Pattern A (broaden the rubric) per shield/skills/backend/EXTENDING-VERSIONS.md.
When to Use
- Reviewing
@RestControllerclasses - Reviewing
@ControllerAdviceexception handlers - Reviewing request validation (
@Validon@RequestBody) - Pre-implementation: shaping a new controller during planning
When NOT to Use
- HTTP/REST contract concerns (status codes, idempotency, URI design) — use
api-design-review - Pure error response shape — use
error-observability-review - Non-Spring web frameworks (FastAPI, Express) — different conventions
Review Process
- Inventory:
@RestControllerand@Controllerclasses,@ControllerAdviceclasses, request mapping methods - For each, apply Evaluation Points W1–W10
- Cross-cut: confirm a single
@ControllerAdvicehandles the error shape consistently across handlers
Evaluation Points
| # | Check | What to Look For | Severity |
|---|---|---|---|
| W1 | Dependency injection style | Constructor injection (with final fields) over @Autowired field/setter injection. Also enables immutability and easier testing |
High |
| W2 | Verb-specific mapping annotations | @GetMapping / @PostMapping / etc. over @RequestMapping (which defaults to all methods if method is omitted) |
Medium |
| W3 | @Valid on @RequestBody |
Every @RequestBody parameter has @Valid (and the body class has JSR-303 annotations). Validation errors return 400 with field details |
High |
| W4 | @ControllerAdvice consistency |
One @ControllerAdvice (or a small set) handles all exception → response mapping. Avoids ad-hoc try/catch in each controller method |
High |
| W5 | ResponseEntity for status flexibility |
Use ResponseEntity.status(...).body(...) when the handler needs to return varying status codes or set headers (e.g., Location for 201 Created) |
Medium |
| W6 | @ResponseStatus vs ResponseEntity consistency |
Don't mix — pick one source of status code per handler. @ResponseStatus fixes the status; ResponseEntity lets it vary |
Medium |
| W7 | Path/query/body separation | Path variables for resource IDs, query params for filtering/sorting, body for the resource payload. Don't mix concerns | Medium |
| W8 | Content negotiation | produces/consumes attributes on controllers that serve multiple formats (JSON + XML, etc.) |
Low |
| W9 | URI casing consistency | Kebab-case (or snake_case) consistently across endpoints; no /userProfile next to /user-profile |
Low |
| W10 | Filter/interceptor placement | Cross-cutting concerns (auth, logging, request ID) live in filters/interceptors, not in every controller method | Medium |
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 · 91 lines · 65 tokens per session scan A 61b8a4e1b31b
backend-spring-web is a skill published in the GitHub repository infraspecdev/tesseract (5 stars, last pushed 3mo ago), licensed MIT. It adds 65 tokens to every session and 1,364 once invoked, about $0.0003 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 2026-09-03.
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