Individual skill
nemo-relay-plugin-adaptive-tuning
Use this skill when baseline NeMo Relay instrumentation exists and the user wants to configure or evaluate adaptive plugin behavior, including telemetry, state, adaptive_hints, tool_parallelism, ACG, hint consumption, or measured rollout.
skills/nemo-relay-plugin-adaptive-tuning/SKILL.md
Source commit 25340619336e89bcc40365c28bfe9e790430468e
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 2, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 3,892
- 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
- engineering 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 · 3,895 bytesSKILL.mdcore · 4,517 bytesevals/evals.jsonasset · 16,880 bytesreferences/config.mddoc · 3,382 bytesreferences/hints.mddoc · 2,771 bytesskill-card.mddoc · 4,133 bytesskill.oms.sigasset · 5,069 bytes
Read excerpt
# Tune Adaptive Plugin Behavior
## Use This When
Use this skill when a user has baseline NeMo Relay instrumentation and wants to
improve latency, parallelism, prompt-cache behavior, or model-request behavior
from runtime signals.
Keep adaptive behavior measured against a known baseline.
## Do Not Use This When
Do not use this skill when the application is not instrumented yet. Start with
`nemo-relay-instrument-calls` or `nemo-relay-get-started` first.