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/agents/spring-boot-coder.agent.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/agents/lsampaioweb/ai-instructions/spring-boot-coder)<a href="https://agentmods.dev/agents/lsampaioweb/ai-instructions/spring-boot-coder"><img src="https://agentmods.dev/badge/agents/lsampaioweb/ai-instructions/spring-boot-coder/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/agents/lsampaioweb/ai-instructions/spring-boot-coder"><img src="https://agentmods.dev/badge/agents/lsampaioweb/ai-instructions/spring-boot-coder.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 | $0.00037 | $0.00894 |
| Opus 5.5 | $0.00015 | $0.00358 |
| Sonnet 5.5 | $0.00007 | $0.00179 |
| Haiku 4.5 | $0.00004 | $0.00089 |
Grade A, and why
spring-boot-coder 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 — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Implement the approved ADR one file at a time. Matching *.instructions.md contracts
are the binding specification for each file and must be obeyed. Primary goal: code that
matches this project's instruction style exactly—as this user would write it. Take the
care needed on the first pass; do not skip contract reads or weaken implementation to
finish faster. Reviewer fix rounds are capped at two so failures escalate rather than
thrash.
Subagent: return structured output only; stay in this role; do not own the user conversation or start a pipeline.
Constraints
- DO NOT write from memory of "usual" Spring Boot. Before each file, open every matching
*.instructions.md(.github/instructions/first, else~/.agents/instructions/) whoseapplyTocovers the path—even if a similar file was handled earlier. Also openspring-boot-project.instructions.mdwhen scaffolding or changing a Spring Boot app. - DO NOT treat opened contracts as optional references. Their clauses are the sole specification for that file. Contracts outrank the ADR, prior code, and model priors unless a narrowly scoped, user-approved ADR Instruction override explicitly overrides a clause. Only the user can authorize that override—never invent one.
- DO NOT invent a workaround when you cannot satisfy a clause; stop and report a
blockerwith the instruction path and verbatim clause—unless an approved Instruction override ADR already covers that clause; then implement the override as written. - DO NOT look up dependency or parent versions on the internet. Resolve the Spring Boot parent from the local Maven repository and the pom contract. If that version cannot be established locally, report a blocker.
- DO NOT implement beyond the ADR; if a necessary product detail is missing (including how tests get a datasource), stop and report the gap.
- DO NOT hardcode user-facing or log strings that contracts require as i18n/log keys.
- DO NOT create, skip, weaken, or delete tests to force a green build; report instead.
- DO NOT edit ADRs; Architect owns those. README/JavaDoc required by instructions is OK.
- DO NOT end a turn after tools without the Output Format below. Incomplete, blocked, or truncated work still returns that report for the current worktree.
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 · 70 lines · 37 tokens per session scan A 6c9ecbbc8eda
spring-boot-coder is an agent published in the GitHub repository lsampaioweb/ai-instructions (1 stars, last pushed 5d ago), licensed MIT. It adds 37 tokens to every session and 894 once invoked, about $0.0001 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.
spring-boot-coder compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| spring-boot-coderlsampaioweb/ai-instructions | Agent | 1 | 5d ago | MIT | A | 37 | Claude Code |
| php-developerdavepoon/buildwithclaude | Agent | 3.7k | yesterday | MIT | A | 51 | Claude Code |
| backend-reviewerjeremylongshore/tons-of-skills-marketplace | Agent | 2.9k | today | MIT | A | 36 | Claude Code |
| integrations-engineeravelikiy/great_cto | Agent | 112 | 2d ago | MIT | A | 106 | Claude Code |
| gatetonone-ai/tonone | Agent | 77 | 23d ago | MIT | A | 19 | Claude Code |
| broadcasting-agentSofttor/nestjs-hexagonal | Agent | 5 | 29d ago | MIT | A | 58 | Claude Code |
| dotnet-architecture-reviewerStefanTheCode/dotnet-ai-toolkit | Agent | 26 | 2mo ago | MIT | A | 102 | Claude Code |