analysis-qa-checklist
Pre-delivery quality assurance for analysis work. Use when reviewing analysis before sharing with stakeholders, checking for completeness, validating assumptions, or ensuring clarity of recommendations.
How do I install this agent skill?
npx skills add https://github.com/nimrodfisher/data-analytics-skills --skill analysis-qa-checklistIs this agent skill safe to install?
- Gen Agent Trust Hubpass
The skill establishes a quality assurance workflow for data analysis deliverables, consisting of a manual checklist, error references, and an automated data validation script. No security issues or malicious patterns were detected.
- Socketpass
No alerts
- Snykpass
Risk: LOW · No issues
- ZeroLeakspass
Score: 93/100 · 2 sections analyzed
What does this agent skill do?
When to use
Before sharing any analysis output with a stakeholder — dashboard, report, ad-hoc query result, model output, or written findings. Run this every time, not just for big projects. The cost of a post-delivery correction is always higher than the cost of a pre-delivery check.
Process
- Run automated checks — use
scripts/qa_runner.pyagainst the output file to catch numeric, structural, and formatting issues programmatically. - Complete the logic checklist — work through
references/qa_checklist_master.mdsection by section: question framing, data sourcing, transformations, statistical validity, findings, and presentation. - Review for common errors — cross-check against
references/common_analysis_errors.md; pay special attention to the top-frequency mistakes for the analysis type. - Validate assumptions explicitly — for every assumption in the analysis, verify it has a source, is documented, and the output is sensitivity-tested where the assumption is uncertain.
- Check the narrative — confirm the conclusion follows from the data, caveats are stated, and the recommendation is actionable.
- Record sign-off — complete
assets/qa_signoff_template.mdwith reviewer, issues found, resolution status, and delivery decision.
Inputs the skill needs
- Output file to review (CSV, notebook, SQL result, or written doc)
- Original analysis question / brief
- Name of reviewer and intended audience
Output
- QA runner report (automated flags)
- Completed checklist with pass/fail per section
- Signed-off
qa_signoff_template.mdconfirming delivery readiness
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/nimrodfisher/data-analytics-skills/analysis-qa-checklist">View analysis-qa-checklist on skillZs</a>