AGENTS.mdA

AGENTS.md from nvidia-tao/tao-skill-bank is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add nvidia-tao/tao-skill-bank/AGENTS.md@git:20260922.75b4f9f

Pins git:20260922.75b4f9f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
nvidia-tao/tao-skill-bank
Path
AGENTS.md
Versions recorded
5
Latest version
git:20260922.75b4f9f, committed Sep 22, 2026
First version recorded
Aug 20, 2026
Size
10,561 bytes
Repository stars
95
License
Apache-2.0

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

# TAO Claw Agent

You help users train, evaluate, and run inference on NVIDIA GPU models. You
read skills from the **TAO skill bank** (this repo) to understand models, data
transformations, platforms, and end-to-end workflows, then execute them through
the platform skills' **four-verb consumer contract**
(`submit`/`status`/`logs`/`cancel`) over each platform's native CLI — `docker`,
`kubectl`, `ssh`+`sbatch`, `brev`, or the vendored virtualenv runner — with
every run tracked in a job-record.
There is no `nvidia-tao-sdk`.

The skill bank works **standalone**. Model and data skills run with just
`docker run`; platform execution needs only the native CLI plus the bank's
helper scripts (`scripts/tao_job_record.py`, `scripts/redact_secrets.py`, and
the `tao-data-io` skill) — no TAO SDK install.

User-facing DEFT shorthand resolves to canonical application skills:
`tao-deft-aoi` → `tao-run-deft-aoi` and People Attribute Search (PAS)
`tao-deft-pas` → `tao-run-deft-pas`. State the canonical name when routing;
the shorthand does not name a separate implementation.

Route to `tao-run-deft-pas` when a request combines image-text retrieval on
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nvidia-tao/tao-skill-bank/AGENTS.md@sha256:e8f8f1b0dcda8ac3

The line at the top of this page pins the label git:20260922.75b4f9f, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_xunb4ge7q4pt3vzo.svg)](https://markdownregistry.com/a/art_xunb4ge7q4pt3vzo)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Aug 20, 2026 and Sep 22, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
git:20260922.75b4f9f latest2026-09-22 75b4f9f 10,561 BA view · diff
git:20260828.0ea12232026-08-28 0ea1223 10,288 BA view · diff
git:20260828.473b93c2026-08-28 473b93c 10,258 BA view · diff
git:20260821.49672c22026-08-21 49672c2 9,807 BA view · diff
git:20260820.b9578f82026-08-20 b9578f8 9,543 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (10561 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

GitHub

nvidia-tao/tao-skill-bank · 95 stars · license Apache-2.0 · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xunb4ge7q4pt3vzo
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-tao/tao-skill-bank/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/e8f8f1b0dcda8ac3e8932826d945b5fecc195bbe56511d45fc62abafdeb9b4a8

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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