How do I install the Nemoclaw Maintainer Analyze CI Performance skill?

Run npx skillmds@latest add nvidia/nemoclaw-maintainer-analyze-ci-performance in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Nemoclaw Maintainer Analyze CI Performance safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Nemoclaw Maintainer Analyze CI Performance?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Nemoclaw Maintainer Analyze CI Performance free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Nemoclaw Maintainer Analyze CI Performance?

NVIDIA (@nvidia) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Nemoclaw Maintainer Analyze CI Performance by nvidia

Name: Nemoclaw Maintainer Analyze CI Performance
Author: NVIDIA

Nemoclaw Maintainer Analyze CI Performance

Analyze retained NemoClaw CI timing evidence for slow CLI tests or base-image publication latency. Use for CI performance, slow tests, Vitest timing artifacts, base-image publication timing, runner queue latency, or publication-gate analysis.

NVIDIA Updated Sep 21, 2026 2.2k repo stars

File contents

Analyze CI Performance

Run one read-only standalone analyzer from a NemoClaw checkout. Both commands use authenticated gh reads and print bounded JSON to stdout. They perform no GitHub writes.

Analyze recent CLI timings

Use retained cli-vitest-results artifacts to rank consistently slow tests and files. The CI workflow retains this historical input for 14 days:

node --experimental-strip-types --no-warnings \
  .agents/skills/nemoclaw-maintainer-analyze-ci-performance/scripts/analyze-recent-cli-timings.mts \
  --workdir "$PWD"

Defaults preserve the former timing tool contract: repository NVIDIA/NemoClaw, 10 reports, 15 results, a 0.7 minimum sample ratio, and artifact name cli-vitest-results. Optional flags are --repo, --limit, --top, --min-sample-ratio, and --artifact-name.

The analyzer requires at least two usable retained reports. It rejects compressed artifacts above 25,000,000 bytes and bounds ZIP entries, expanded content, listings, and report content. It requires Bash, GNU dd and find, Info-ZIP zipinfo and unzip, awk, base64, mktemp, stat, and wc on Linux.

Analyze base-image publication

Compare main-push E2E runs that publish a same-commit base image with runs that reuse a prior publication:

node --experimental-strip-types --no-warnings \
  .agents/skills/nemoclaw-maintainer-analyze-ci-performance/scripts/analyze-base-image-publication-timings.mts \
  --workdir "$PWD"

Defaults preserve the former timing tool contract: repository NVIDIA/NemoClaw, 300 E2E runs, 500 base-image runs, and up to 150 systematic samples per stratum. Optional flags are --repo, --e2e-limit, --base-limit, and --max-per-stratum.

Report the population window and stratum sizes before statistics. Treat atLeast30SuccessfulJobs: false as insufficient evidence for stable inference. Job execution, verifier, workflow completion, runner queue, and matrix-boundary measurements use successful publication jobs only.

Boundaries

Do not combine this workflow with pull request value-stream analysis. Load nemoclaw-maintainer-analyze-pr-value-stream for a complete PR lifetime trace. Stop on GitHub authentication or authorization failure and follow the repository GitHub access hard stop.

---name: nemoclaw-maintainer-analyze-ci-performancedescription: Analyze retained NemoClaw CI timing evidence for slow CLI tests or base-image publication latency. Use for CI performance, slow tests, Vitest timing artifacts, base-image publication timing, runner queue latency, or publication-gate analysis.---# Analyze CI PerformanceRun one read-only standalone analyzer from a NemoClaw checkout. Both commands use authenticated `gh` reads and print bounded JSON to stdout. They perform no GitHub writes.## Analyze recent CLI timingsUse retained `cli-vitest-results` artifacts to rank consistently slow tests and files. The CI workflow retains this historical input for 14 days:```bashnode --experimental-strip-types --no-warnings \ .agents/skills/nemoclaw-maintainer-analyze-ci-performance/scripts/analyze-recent-cli-timings.mts \ --workdir "$PWD"```Defaults preserve the former timing tool contract: repository `NVIDIA/NemoClaw`, 10 reports, 15 results, a 0.7 minimum sample ratio, and artifact name `cli-vitest-results`. Optional flags are `--repo`, `--limit`, `--top`, `--min-sample-ratio`, and `--artifact-name`.The analyzer requires at least two usable retained reports. It rejects compressed artifacts above 25,000,000 bytes and bounds ZIP entries, expanded content, listings, and report content. It requires Bash, GNU `dd` and `find`, Info-ZIP `zipinfo` and `unzip`, `awk`, `base64`, `mktemp`, `stat`, and `wc` on Linux.## Analyze base-image publicationCompare main-push E2E runs that publish a same-commit base image with runs that reuse a prior publication:```bashnode --experimental-strip-types --no-warnings \ .agents/skills/nemoclaw-maintainer-analyze-ci-performance/scripts/analyze-base-image-publication-timings.mts \ --workdir "$PWD"```Defaults preserve the former timing tool contract: repository `NVIDIA/NemoClaw`, 300 E2E runs, 500 base-image runs, and up to 150 systematic samples per stratum. Optional flags are `--repo`, `--e2e-limit`, `--base-limit`, and `--max-per-stratum`.Report the population window and stratum sizes before statistics. Treat `atLeast30SuccessfulJobs: false` as insufficient evidence for stable inference. Job execution, verifier, workflow completion, runner queue, and matrix-boundary measurements use successful publication jobs only.## BoundariesDo not combine this workflow with pull request value-stream analysis. Load `nemoclaw-maintainer-analyze-pr-value-stream` for a complete PR lifetime trace. Stop on GitHub authentication or authorization failure and follow the repository GitHub access hard stop.

Frequently asked questions