Home / Reports / senior-data-scientist

senior-data-scientist

Validated 8 Jul 2026 · Repository
PRO
90
Excellent
0 critical
1 warnings
5 suggestions
103 passed
Domain scores
Anti-Slop
100
Accessibility
100
Enterprise
100
Issues

Warnings (1)

1.2-desc-whatline 3
Description missing WHAT clause (action verb) - recommended by agentskills spec
Fix: Consider starting with what the skill does, e.g., 'Creates...', 'Generates...', 'Validates...'

Suggestions (5)

17.1-no-input-contractline 6
No input contract found; unclear what data the skill expects
Fix: Document what the skill expects as input (format, required fields, constraints)
3.4-gerund-namingline 2
Skill name could use gerund form for clarity
Fix: Consider gerund-style names like 'processing-pdfs' or 'analyzing-logs' (per best practices)
18.1-no-confidence-signalline 1
No confidence signal found for orchestrator decision-making
Fix: Add confidence indicators (e.g., confidence: high/medium/low) so orchestrators can route or retry
7.6-limited-negative-casesline 1
Skill has minimal negative case coverage; consider adding: limitations/constraints, error handling, edge cases
Fix: Document failure modes, limitations, and edge cases for production-ready skills
9.5-desc-tokensline 3
Description is 109 tokens; aim for under 100
Fix: Make description more concise
Badges
skillcheck passed skillcheck antislop 100 skillcheck WCAG AA skillcheck WCAG AAA skillcheck enterprise
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