SKILLEMALL.ai

CD nemoclaw-maintainer-verify-stale

Reproduce stale NemoClaw bug reports on the reported and newest releases, then propose evidence-backed triage. Never auto-closes issues.

NVIDIA/NemoClaw Agent Skills author: NVIDIA Apache-2.0 8 files · 1 script body ≈ 1 322 tokens Open the sourcegithub.com↗ analyzed 5 d ago

Reproduce stale NemoClaw bug reports on the reported and newest releases, then propose evidence-backed triage.

As a process D 41/100 · Unfinished process — References files that are not bundled: ../_shared/documentation-writing-review.md

AnalyzerData and analyticstype and topics are labelled automatically from the skill text
JSON
Technical rating
C
87/100
safety, quality, tests
Safety 60%
99
Quality 40%
68
Run on models
none yet
Process rating
D
41/100
Unfinished process
References files that are not bundled: ../_shared/documentation-writing-review.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 1

✓ No critical or high findings

Medium and low: 1
  • low Secrets in code secret-high-entropy-token reference/candidate-selection.md:57
    High-entropy token-like string (may be an id, hash or a credential)
    ... on Proj…lue {

Files scanned: 8. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: ../_shared/documentation-writing-review.md
  • note frontmatter-key unknown frontmatter key "user_invocable"
  • note edit-residue the text marks something as outdated (lines 16): check that old rules are not kept next to new ones — the full check reads the text for contradictions

Process rating: all ten parameters 41/100

Will not run. References files that are not bundled: ../_shared/documentation-writing-review.md
  • 0Tools and files. 1 referenced file(s) missing: ../_shared/documentation-writing-review.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 30Running it twice. 6 mutating operations with no state check
  • 50When it triggers. No condition that starts the skill
  • 50Failures and branches. 0 branches, has a failure section
  • 85Steps. 18 steps, 1 vague phrases
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1322 tokens
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +3Description length 136: enough signal without eating the budget
  • +4Structure: 4 headings
  • +3Step-by-step instructions: 18 items
  • +4Reference files are cited in the instructions (6 of 6)
  • +3All 1 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.