# Data Context Extractor Quality Checklist

> Sub-skill of data-context-extractor: Quality Checklist.

- Skill: `vamseeachanta/data-context-extractor-quality-checklist` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/data-context-extractor-quality-checklist`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/data-context-extractor-quality-checklist/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Data & Analytics
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/data-context-extractor-quality-checklist

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# Quality Checklist

## Quality Checklist


Before delivering a generated skill, verify:

- [ ] SKILL.md has complete frontmatter (name, description)
- [ ] Entity disambiguation section is clear
- [ ] Key terminology is defined
- [ ] Standard filters/exclusions are documented
- [ ] At least 2-3 sample queries per domain
- [ ] SQL uses correct dialect syntax
- [ ] Reference files are linked from SKILL.md navigation section