Individual skill
nvflare-orient
Route open-ended NVFLARE advice and only conversion requests whose preliminary source inspection reports unresolved or conflicting ownership; never load this skill merely to inspect a concrete conversion request before selecting its detected framework converter.
skills/nvflare-orient/SKILL.md
Source commit 25340619336e89bcc40365c28bfe9e790430468e
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 2, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 3,887
- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- agentic-ai Repository topic
- ai-agents Repository topic
- claude-code Repository topic
- codex Repository topic
- coding-agents Repository topic
- cuda Repository topic
- developer-tools Repository topic
- llm Repository topic
- omniverse Repository topic
- nvflare,-federated-learning,-routing Declared skill tag
- education Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
BENCHMARK.mddoc · 8,074 bytesSKILL.mdcore · 2,985 bytesSKILL.mdcore · 2,985 bytesSKILL.mdcore · 2,985 bytesSKILL.mdcore · 2,985 bytesevals/config.ymlasset · 295 bytesevals/evals.jsonasset · 8,636 bytesreferences/orientation-routing.mddoc · 2,426 bytesskill-card.mddoc · 4,441 bytesskill.oms.sigasset · 5,061 bytes
Read excerpt
# NVFLARE Orient
## Use When
Use when the user asks where to start with NVFLARE, how a local project maps to FLARE
workflows, or which FLARE skill should handle an ambiguous request. For a concrete
conversion request, use only after preliminary source inspection explicitly reports
unresolved ownership or conflicting active training owners that require a user choice.
## Do Not Use When
Do not use when the user already names a specific workflow such as PyTorch
conversion, federated statistics, job submission, production deployment,
Kubernetes setup, log diagnosis, or optimization of an existing FLARE job.