nemoclaw-maintainer-analyze-pr-value-stream

Analyze one NemoClaw pull request across its complete observable lifetime. Produces a bounded Perfetto trace and summary, separates contributor, review, and automation time, and compares the latest revision with a target. Use for PR latency, value-stream, bottleneck, timeline, or ten-minute-target analysis.

Quality

96%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

Securityby

—

The risk profile of this skill

Quality

Content

100%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A tight, executable skill body: one concrete run command, clear outputs, explicit interpretation rules, and trust-boundary details with no padding. It exemplifies brevity with actionability.

Dimension	Reasoning	Score
Conciseness	Lean body with no conceptual padding; it assumes Claude's competence and every section (Prerequisites, Run, Outputs, Interpret, Trust boundaries) earns its place.	5 / 5
Actionability	Provides a copy-paste-ready executable command with real flags, plus a concrete ordered list of output fields and caveats to report, covering the common invocation case fully.	5 / 5
Workflow Clarity	Sequences Prerequisites → Run → Outputs → Interpret with explicit safety/completeness bounds and caveats handling; though read-only, it includes validation gates (fail-fast on incomplete history, lock semantics) and interpretation guardrails.	5 / 5
Progressive Disclosure	Well-organized sections with no monolithic bulk; the two supporting scripts live in ./scripts/ and the body stays a clear single-level overview, fitting the simple-skill exception.	5 / 5
	Total	20 / 20 Passed

Description

92%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description that concretely states capabilities and gives explicit 'Use for...' trigger guidance for a well-scoped niche. Slightly broader synonym coverage would push trigger term quality from 4 to 5.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — 'Produces a bounded Perfetto trace and summary, separates contributor, review, and automation time, and compares the latest revision with a target' — giving comprehensive, specific capability coverage.	5 / 5
Completeness	Explicitly answers both what it does (analyzes a PR's lifetime, produces trace/summary, separates time segments, compares revisions) and when to use it ('Use for PR latency, value-stream, bottleneck, timeline, or ten-minute-target analysis').	5 / 5
Trigger Term Quality	'Use for PR latency, value-stream, bottleneck, timeline, or ten-minute-target analysis' provides good natural terms users would say, though a few common synonyms (e.g. 'pull request', 'CI') are not enumerated.	4 / 5
Distinctiveness Conflict Risk	Targets a clear niche — NemoClaw PR value-stream/ten-minute-target analysis — with distinct trigger phrases, making conflict with unrelated skills minimal.	5 / 5
	Total	19 / 20 Passed

Validation

93%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: NVIDIA/NemoClaw
Path: .agents/skills/nemoclaw-maintainer-analyze-pr-value-stream/SKILL.md
Commit: e94c06f

Reviewed: 5 days ago

Table of Contents

Discovery Implementation Validation

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.