generate-npa-workflow SKILL.md skillA
generate-npa-workflow 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/generate-npa-workflow@git:20260906.525ee24Pins git:20260906.525ee24 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/workflows/generate-npa-workflow/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260906.525ee24, committed Sep 6, 2026
- First version recorded
- Jul 3, 2026
- Size
- 3,279 bytes
- Repository stars
- 106
- License
- Apache-2.0
Use when inventing a new npa.workflow/v0.0.1 pipeline from the tool catalog — creative stage graphs, loops, gates, and reference YAML output.
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
# Generate NPA Workflow
## When To Use
Load **after** `author-npa-workflow` when the task is to **design a new pipeline**
(not edit an existing reference spec). Use for creative mashups, customer demos, and
SkyPilot-to-spec conversions.
## Design Recipe
1. **Pick tools first** — only use `toolRef` values from
`npa/src/npa/orchestration/npa_workflow/catalog.py`. Add catalog entries before
inventing shell.
2. **Name the story** — one sentence in `metadata.description` (what flows where).
3. **Config layout** (beauty convention):
- `bucket`, `prefix`, runtime knobs (`vlm_backend`, iteration counts)
- blank line
- URI keys grouped (`*_uri`) built from `s3://{{config.bucket}}/{{config.prefix}}/…`
4. **Graph patterns**:
| Pattern | YAML shape |
| --- | --- |
| Linear chain | `next:` edges |
| Fan-in deps | `needs:` (ordering hints only) |
| Fixed repeat | `loop.max: "{{config.attr}}"` |
| Dynamic exit | `loop.until: promote_checkpoint` |
| Runtime branch | `transitions` + `writesDecision: true` on the decision state |
5. **Decision states** — any state that writes `config.decision_uri` must set
…Read the whole file at its exact version.
How to install
mdr add nebius/nebius-physical-ai/generate-npa-workflow@sha256:8599b693d4ad019cThe line at the top of this page pins the label git:20260906.525ee24, 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_3rs2dvcfrwhnz3um)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 3, 2026 and Sep 6, 2026, about one every 33 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.525ee24 latest | 2026-09-06 | 525ee24 | 3,279 B | A | view · diff |
| git:20260726.d129ee9 | 2026-07-26 | d129ee9 | 3,319 B | A | view · diff |
| git:20260703.6c7930b | 2026-07-03 | 6c7930b | 3,310 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 (3279 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 · 106 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3rs2dvcfrwhnz3um GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/generate-npa-workflow GET https://markdownregistry.com/api/v1/blob/8599b693d4ad019cfbf192ac92a8bb0519f76189fb1bcfaa348b37c111b10d9e
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.