Borrowing it
Nothing to install: this file belongs to nerds-odd-e/doughnut. 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/nerds-odd-e/doughnut/main/.agents/skills/backend/SKILL.mdgit clone --depth 1 https://github.com/nerds-odd-e/doughnutWrote 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/nerds-odd-e/doughnut/backend)<a href="https://agentmods.dev/skills/nerds-odd-e/doughnut/backend"><img src="https://agentmods.dev/badge/skills/nerds-odd-e/doughnut/backend/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/nerds-odd-e/doughnut/backend"><img src="https://agentmods.dev/badge/skills/nerds-odd-e/doughnut/backend.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 | $0.00035 | $0.00536 |
| Opus 5.5 | $0.00014 | $0.00214 |
| Sonnet 5.5 | $0.00007 | $0.00107 |
| Haiku 4.5 | $0.00003 | $0.00054 |
Grade A, and why
backend 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 — 39 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Backend
Java/Spring in backend/src/main/java/com/odde/donut/. Tests under backend/src/test/. Schema changes: db-migration skill.
Matching backend-code (production Java) and backend-testing (tests) skills attach via paths when those files are in context — do not fetch them up front.
Commands
CURSOR_DEV=true nix develop -c pnpm backend:test_only
When a database migration is involved:
CURSOR_DEV=true nix develop -c pnpm backend:verify
Always run all backend unit tests, not a selected file or test case.
Production
- Controllers: return entities (or existing API body types). Narrow with
@JsonIgnore/@JsonView. Introduce a response DTO only when the wire shape differs. - Top-of-file imports. No inline fully qualified class names except when two types share a simple name.
- After Flyway schema changes, regenerate
docs/database-erd.mdwith thedatabase-erdskill (pnpm export:database-erd). - Note collections name their trash semantics.
NoteRepository.findAllByNotebookIdOrderByIdAscis the complete stored content, trash included (export, Git snapshots, learning-session title recognition);findAvailableNotesByNotebookIdOrderByIdAscand theNote.JPA_AVAILABLE/NATIVE_AVAILABLEpredicates select participating notes (search, recall, health rules);findOccupiedFolderIdsByNotebookIdcounts stored content for folder occupancy. On a loadedNote,isTrashed()follows current folder ancestry andisTrashedInDatabase()is the persisted membership as loaded. Root_trashmembership is owned byFolder.isTrashedand thetrashed_folderview; do not recreate the rule in callers.
Tests
Small-test style (unit-testing skill): prefer controller (HTTP-stable-boundary) tests; cover services/repos via realistic makeMe preconditions and the real DB (@Transactional). Test a service/algorithm directly only when it is an intentional domain-stable contract.
Mock only external services — OpenAIClient via OpenAiStructuredResponseMock. Ownership: notebookOwnedBy(user) so trackers inherit the owner. Group with @Nested.
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 Changed · +1 lines f0e908856948
- 1mo ago First seen · 38 lines · 35 tokens per session scan A 4dffe340305e
backend is a skill published in the GitHub repository nerds-odd-e/doughnut (50 stars, last pushed today), licensed MIT. It adds 35 tokens to every session and 536 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 2026-09-17.
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