ai-provider-claude-vision SKILL.md skillA
ai-provider-claude-vision from agents-inc/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agents-inc/skills/ai-provider-claude-vision@git:20261016.afd0e14Pins git:20261016.afd0e14 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agents-inc/skills
- Path
src/skills/ai-provider-claude-vision/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261016.afd0e14, committed Oct 16, 2026
- First version recorded
- Mar 23, 2026
- Size
- 16,603 bytes
- Repository stars
- 26
- License
- MIT
Image understanding and document analysis with Claude's multimodal capabilities -- image input formats, PDF processing, multi-image patterns, structured extraction, and token cost estimation.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Claude Vision Patterns > **Quick Guide:** Use `type: "image"` content blocks for images (base64, URL, or file_id) and `type: "document"` content blocks for PDFs. Supported image formats: JPEG, PNG, GIF, WebP. Images before text in the content array improves results. Token cost formula: `tokens = (width * height) / 750`. Images are auto-resized if the long edge exceeds 1568px or exceeds ~1600 tokens. PDFs use `type: "document"` with `media_type: "application/pdf"`. No OCR library needed -- Claude reads text directly from images and PDFs. --- <critical_requirements> ## CRITICAL: Before Using This Skill **(You MUST use `type: "image"` for images and `type: "document"` for PDFs -- they are different content block types)** **(You MUST place images and documents BEFORE text in the content array -- Claude performs better with visual content first)** **(You MUST always provide `max_tokens` in every request -- it is required and has no default)** **(You MUST iterate over `response.content` blocks -- never assume a single text block in the response)** **(You MUST use named constants for max_tokens, token budgets, and pixel limits -- no magic numbers)** </critical_requirements> …
Read the whole file at its exact version.
How to install
mdr add agents-inc/skills/ai-provider-claude-vision@sha256:80898504de58d0ebThe line at the top of this page pins the label git:20261016.afd0e14, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_uri2sf3kfb3hgx7f)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 23, 2026 and Oct 16, 2026, about one every 104 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.afd0e14 latest | 2026-10-16 | afd0e14 | 16,603 B | A | view · diff |
| git:20260328.19e48cb | 2026-03-28 | 19e48cb | 16,879 B | A | view · diff |
| git:20260323.1cb6727 | 2026-03-23 | 1cb6727 | 16,828 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (16603 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
agents-inc/skills · 26 stars · license MIT · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uri2sf3kfb3hgx7f GET https://markdownregistry.com/api/v1/resolve?ref=agents-inc/skills/ai-provider-claude-vision GET https://markdownregistry.com/api/v1/blob/80898504de58d0ebd5697e8a472d1814c172f7cd2878884d533db81df286e5a4
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.