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 litestar-org/litestar-skills --skill litestar-dto-openapigit clone --depth 1 https://github.com/litestar-org/litestar-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/litestar-org/litestar-skills/litestar-dto-openapi)<a href="https://agentmods.dev/skills/litestar-org/litestar-skills/litestar-dto-openapi"><img src="https://agentmods.dev/badge/skills/litestar-org/litestar-skills/litestar-dto-openapi/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/litestar-org/litestar-skills/litestar-dto-openapi"><img src="https://agentmods.dev/badge/skills/litestar-org/litestar-skills/litestar-dto-openapi.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 | $0.00047 | $0.00625 |
| Opus 5 | $0.00023 | $0.00313 |
| Sonnet 5 | $0.00009 | $0.00125 |
| Haiku 4.5 | $0.00005 | $0.00063 |
Grade A, and why
litestar-dto-openapi 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 11d 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 — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Litestar DTO and OpenAPI
Use this skill for DTO selection, msgspec-first schemas, request/response typing, and OpenAPI shape.
Code Style Rules
- Prefer msgspec DTOs in Litestar apps unless the project is already Pydantic-led.
- Keep persistence models separate from API DTOs.
- Use camelCase wire names while Python stays snake_case.
- Exclude server-owned fields from write DTOs.
- Treat nullability and requiredness separately:
T | Nonepermitsnull; only a default value makes a field optional.
Quick Reference
- DTO patterns: dto.md
- Pair with litestar-data-services when mapping service results.
- Pair with msgspec for deeper Struct modeling.
Workflow
- Identify input, output, and persistence shapes separately.
- Choose msgspec DTOs or match the existing Pydantic stack.
- Configure excludes, partial updates, rename behavior, and media type.
- Check the generated OpenAPI schema.
Guardrails
- Do not leak internal persistence-only fields into write DTOs.
- Do not switch an existing Pydantic-heavy project to msgspec opportunistically.
- Do not rely on untyped dict payloads when request shape is known.
- Do not treat OpenAPI as documentation only; it is the contract.
Validation Checkpoint
- Request and response DTOs are explicit.
- Wire names match the API convention.
- Server-owned fields are excluded from writes.
- /schema output matches the intended contract.
- Nullable fields without defaults remain in the OpenAPI
requiredarray.
Example
from litestar.dto import DTOConfig, MsgspecDTO
class UserWriteDTO(MsgspecDTO[UserWrite]):
config = DTOConfig(exclude={"id", "created_at"})
References Index
Official References
- https://docs.litestar.dev/ - Litestar documentation
- https://docs.litestar.dev/latest/reference/ - Litestar API reference
- https://github.com/litestar-org/litestar/tree/v2.24.0 - Audited Litestar 2.24.0 source
What ships with it
1 file 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.
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.
- 11d ago First seen · 88 lines · 47 tokens per session scan A e3bb52840320
litestar-dto-openapi is a skill published in the GitHub repository litestar-org/litestar-skills (14 stars, last pushed 22d ago), licensed MIT. It adds 47 tokens to every session and 625 once invoked, about $0.0002 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.
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