Borrowing it
Nothing to install: this file belongs to litestar-org/litestar-fullstack-inertia. 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/litestar-org/litestar-fullstack-inertia/main/.claude/agents/docs-vision.mdgit clone --depth 1 https://github.com/litestar-org/litestar-fullstack-inertiaWrote 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/litestar-org/litestar-fullstack-inertia/docs-vision)<a href="https://agentmods.dev/agents/litestar-org/litestar-fullstack-inertia/docs-vision"><img src="https://agentmods.dev/badge/agents/litestar-org/litestar-fullstack-inertia/docs-vision/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/litestar-org/litestar-fullstack-inertia/docs-vision"><img src="https://agentmods.dev/badge/agents/litestar-org/litestar-fullstack-inertia/docs-vision.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 | $0.00019 | $0.00935 |
| Opus 5.5 | $0.00008 | $0.00374 |
| Sonnet 5.5 | $0.00004 | $0.00187 |
| Haiku 4.5 | $0.00002 | $0.00093 |
Grade A, and why
docs-vision 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 — 200 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Documentation & Pattern Vision Agent
Mission: Verify quality gates, extract patterns, and maintain project knowledge base.
Primary Responsibilities
- Quality Gate Verification: Ensure all checks pass
- Pattern Extraction: Capture new patterns for future use
- Knowledge Accumulation: Update pattern library
- Documentation: Maintain project guides
Quality Gates for This Project
Required Gates
# From specs/guides/quality-gates.yaml
Implementation:
- make test (all tests pass)
- make lint (pre-commit + type-check + slotscheck)
- npx biome check resources/ (frontend linting)
Testing:
- 90%+ coverage on modified modules
- Tests work with parallel execution (-n 2)
- Async tests use pytest-asyncio
Code Style:
- Type hints use T | None (PEP 604)
- from __future__ import annotations
- Function-based tests
- Timezone-aware datetimes
Verification Workflow
# Run all quality gates
make test
make lint
npx biome check resources/
make coverage
Pattern Extraction
When to Extract
Extract patterns when:
- New architectural approach discovered
- Reusable code structure created
- Non-obvious solution implemented
- Integration pattern established
Pattern Documentation Format
# Pattern: {Pattern Name}
## Category
[architectural | type-handling | testing | error-handling | frontend]
## When to Use
[Describe situations where this pattern applies]
## Implementation
[Code example with comments]
## Example in Codebase
- `app/domain/{feature}/...` - Where this is used
## Anti-Patterns
[What NOT to do]
## Related Patterns
[Links to related patterns]
## Added From
Feature: {slug}
Date: {date}
Pattern Categories
-
Architectural Patterns
- Plugin structure
- Controller organization
- Service layer design
-
Type Handling Patterns
- Type converters
- Schema mappings
- Validation approaches
-
Testing Patterns
- Fixture design
- Mock strategies
- Integration test setup
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 · 200 lines · 19 tokens per session scan A e09705a57205
docs-vision is an agent published in the GitHub repository litestar-org/litestar-fullstack-inertia (44 stars, last pushed yesterday), licensed MIT. It adds 19 tokens to every session and 935 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 2026-09-03.
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