atai-newton-fusion-model SKILL.md skillB
atai-newton-fusion-model from archetypeai/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add archetypeai/agent-skills/atai-newton-fusion-model@git:20261019.153f693Pins git:20261019.153f693 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- archetypeai/agent-skills
- Path
skills/atai-newton-fusion-model/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261019.153f693, committed Oct 19, 2026
- First version recorded
- Jun 10, 2026
- Size
- 18,961 bytes
- Repository stars
- 7
- License
- Apache-2.0
Call Newton's C 2.6 fusion model (`Newton::c2_6_8b_fp8_260424d7a55d5e`) on the prod `/query` endpoint with text, image, and video inputs in a single stateless request — no session, no batch job, no SSE plumbing. Use this skill when the user wants per-call multimodal reasoning (describe an image, summarize a clip, classify a state from sensor + visual context) without managing session lifecycle, or when they need the Newton C checkpoint that reasons over video frames via `/query`. Covers the…
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
# Newton C 2.6 Fusion Model — Multimodal `/query` in One Hop Single stateless POST to `/query` for text, image, or video reasoning against the C 2.6 fusion checkpoint. No Lens session, no batch pipeline, no SSE. One call → one response. ## When to Apply - User wants to describe / classify / extract structure from an image with one API call - User wants the same for a short video in a single `/query` call - User wants stateless multimodal reasoning (no per-session warmup, no orphan cleanup) - User wants JSON output from a multimodal input (the prompt is the schema) - User is building a serverless / per-request handler where a streaming Lens session would be the wrong shape **Do not use this skill when**: - The workload is live, streaming video → text from a long-running camera feed — a session-based activity monitor is the right shape, not stateless `/query` - The workload is a large multi-file batch job - The task is time-series classification via embeddings (KNN / anomaly detection) ## The Model Identifier ``` Newton::c2_6_8b_fp8_260424d7a55d5e ``` …
Read the whole file at its exact version.
How to install
mdr add archetypeai/agent-skills/atai-newton-fusion-model@sha256:436c5f46c6778fa1The line at the top of this page pins the label git:20261019.153f693, 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_idpp5pdwans2rgwb)
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Versions
The registry has recorded 5 versions of this file, between Jun 10, 2026 and Oct 19, 2026, about one every 33 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.153f693 latest | 2026-10-19 | 153f693 | 18,961 B | B | view · diff |
| git:20260610.9861e67 | 2026-06-10 | 9861e67 | 18,947 B | B | view · diff |
| git:20260610.48f3114 | 2026-06-10 | 48f3114 | 18,695 B | B | view · diff |
| git:20260610.c3bafca | 2026-06-10 | c3bafca | 18,369 B | B | view · diff |
| git:20260610.4b60fc7 | 2026-06-10 | 4b60fc7 | 18,324 B | B | view |
Audit of the latest version
- fail: No instruction to read or print local credentials (matched: cat > .env)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (18961 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 base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
archetypeai/agent-skills · 7 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_idpp5pdwans2rgwb GET https://markdownregistry.com/api/v1/resolve?ref=archetypeai/agent-skills/atai-newton-fusion-model GET https://markdownregistry.com/api/v1/blob/436c5f46c6778fa1ed59bd55f2cf2aec306a4193f3f104491cdb2437c3938e04
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.