agent-run-data-collection SKILL.md skillA
agent-run-data-collection from nebius/nebius-physical-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nebius/nebius-physical-ai/agent-run-data-collection@git:20260906.2f687b4Pins git:20260906.2f687b4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nebius/nebius-physical-ai
- Path
skills/atomic/agent-run-data-collection/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260906.2f687b4, committed Sep 6, 2026
- First version recorded
- Aug 26, 2026
- Size
- 8,778 bytes
- Repository stars
- 45
- License
- Apache-2.0
Use when collecting NPA agent work for fine-tuning or evaluation so every goal-level episode emits a sanitized, outcome-linked trajectory to an append-only S3 dataset in an operator-specified Nebius tenant and bucket.
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
# Agent Run Data Collection Collect complete, replayable agent trajectories without making telemetry a new source of fabricated success or lost operator work. ## Required runtime configuration Resolve these from owner-only runtime configuration; never commit their values: - `NPA_AGENT_DATASET_TENANT_ID`: exact tenant that owns the destination. - `NPA_AGENT_DATASET_URI`: exact `s3://<bucket>/<prefix>` dataset root. - Existing NPA S3 endpoint and credentials for that bucket. Do not copy secrets into a trajectory, command line, workflow spec, log, or skill file. Before enabling collection, verify the active agent deployment reports the same tenant and that the destination bucket is a writable resource in that tenant. Pass the verified active tenant and authorized dataset bucket to the emitter; empty identity arguments fail closed. S3 access alone does not establish bucket ownership: retain the provider ownership and deployment identity proof privately. Tenant-wide discovery alone does not authorize cross-project writes. Do not create a bucket, grant IAM, or change tenant/project configuration unless the operator separately requests it. …
Read the whole file at its exact version.
How to install
mdr add nebius/nebius-physical-ai/agent-run-data-collection@sha256:eb74b25c938a25c5The line at the top of this page pins the label git:20260906.2f687b4, 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_36f4jyaubfc7jqwu)
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Versions
The registry has recorded 2 versions of this file, between Aug 26, 2026 and Sep 6, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.2f687b4 latest | 2026-09-06 | 2f687b4 | 8,778 B | A | view · diff |
| git:20260826.6cca767 | 2026-08-26 | 6cca767 | 5,645 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 (8778 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
nebius/nebius-physical-ai · 45 stars · license Apache-2.0 · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_36f4jyaubfc7jqwu GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/agent-run-data-collection GET https://markdownregistry.com/api/v1/blob/eb74b25c938a25c50a89e3d45954b8c690938f0a6eab7700c82953f66ebf8826
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.