Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
AI-powered data remediation for cleaning, validating, and fixing anomalous data in D1 databases. Uses semantic clustering to compress thousands of broken rows into pattern families, then generates auditable fix logic via Workers AI or local SLMs. Enforces zero PII egress — all inference runs air-gapped (Workers AI on Cloudflare's edge or Ollama locally). Use when cleaning imported data, fixing D1 data quality issues, detecting PII in voice AI transcripts, building self-healing data pipelines, reconciling data between systems, or remediating bulk data anomalies. Triggers on: "data quality", "clean data", "fix data", "PII detection", "data remediation", "anomaly", "data validation", "bulk fix", "transcript cleaning", "data pipeline", "reconciliation", or any request to find and fix bad data in D1.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: ae00b1eed45e1cb2fb4699d891595568106da29c443b4fd5d6ba6d8fb1173c0b
About this listing
- Category
- Content & writing
- Reported license
- Not specified
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.