Evaluation report
Failingevaluating-machine-learning-models · skill34429a8· 3 months ago
Every check MetaHub ran on this artifact, grouped by area. Static checks run on the source at publish time; behavioral checks run the artifact in a sandbox and judge what it actually does.
Structural
5 passedRepository is reachable
https://github.com/foryourhealth111-pixel/Vibe-Skills @ 34429a8 — ★ 2,380 · Python · Apache-2.0 · last push yesterday
Manifest detected
kind=skill slug=evaluating-machine-learning-models · path=bundled/skills/evaluating-machine-learning-models · source=SKILL.md
Slug is URL-safe
"evaluating-machine-learning-models" matches /^[a-z0-9][a-z0-9-]{0,62}$/
Slug is unique within kind
No collision found for skill/evaluating-machine-learning-models
Version is semver
1.0.0
Documentation
4 passed1 warningDescription qualitywarn
37 words · 289 chars — manifest description is empty; graded the GitHub repo description instead
A skill's manifest description doubles as its trigger — add one to SKILL.md (15+ words, e.g. “use this skill when …”).
README is present and substantial
34,571 chars · 14 sections · 6 code blocks
Tags / topics declared
19 total — agent-framework, agent-skills, agentic-coding, ai-agents, ai-scientist, ai-skills (+13)
README has usage / example sections
no labeled section but 6 code blocks document usage
Homepage / docs URL declared
no homepage declared (registry will use the repo URL) — info-only, not blocking
Safety
2 passedLICENSE file at repo root
LICENSE
No sensitive files in the repo
scanned for .env, credentials.json, *.pem, .ssh/, AWS / GCP configs — none found
Kind-specific
2 passed2 warningsSkill: body content presentwarn
Body is short (146 words · 1123 chars) — Claude has little to go on
Add concrete usage steps, example invocations, and any reference links. (≥3 code blocks lifts a short body to pass.)
Skill: triggers declaredwarn
No `trigger` phrases in SKILL.md frontmatter
Add `trigger:` lines so Claude knows when to activate this skill — e.g. `when building MCP servers` or `for diagram creation`.
Skill: SKILL.md present
found at bundled/skills/evaluating-machine-learning-models/SKILL.md · frontmatter source: SKILL.md
Skill: allowed-tools scope
6 declared: Read, Write, Edit, Grep, Glob (+1)
Maintenance
3 passedRecent activity
last push yesterday
Tests detected
1 test directory · 226 test files
CI configuration detected
GitHub Actions (2 workflows)