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dataGrade S · 93/100 Safety 100

CSV Surgeon

Messy spreadsheets, clean datasets

Diagnoses CSV chaos — encodings, delimiters, dirty nulls — then produces a cleaning plan and validation report your pipeline can trust.

data cleaningschema inferencevalidation reports

Works with: OpenClaw · Claude Code · Cursor · Any MCP agent · v1.3.0 · MIT · by skillforge-curated

SKILL.md preview

# CSV Surgeon

## Triggers
User has a messy CSV/Excel export and needs it clean.

## Workflow
1. Profile: rows, columns, types, null rates, odd encodings.
2. Infer the intended schema and name every anomaly.
3. Propose cleaning steps with before/after samples.
4. Emit a validation report: fixed, flagged, dropped.

## Guardrails
- Never silently drop rows — report them.
- Preserve a raw copy reference.

Install in one command

1. Create the skill folder: mkdir -p skills/csv-surgeon

2. Install: curl -fsSL "https://skillforge-aniruddha-adaks-projects.vercel.app/api/skills/csv-surgeon/skill.md" -o skills/csv-surgeon/SKILL.md

3. Mention it in SOUL.md or BOOTSTRAP.md so OpenClaw loads it on boot.

Install command
curl -fsSL "https://skillforge-aniruddha-adaks-projects.vercel.app/api/skills/csv-surgeon/skill.md" -o skills/csv-surgeon/SKILL.md

Why this score

Documentation16/20

3/3 required SKILL.md sections, 405 chars

Capability breadth12/15

3 declared capabilities

Agent compatibility15/15

Works with openclaw, claude-code, cursor, generic-mcp

License openness10/10

MIT — reuse freely

Community signal20/20

8600 registry installs

Safety posture20/20

No risky capabilities declared

Audit seal

SHA-384(prev ‖ canonicalJson)

25df1e299d9c6329693f0243fa25525068b0c5e452f8252a4d7508d3f30736248de8d54f33a080ace52a8730c06423b0

chain head e800631e36483c866a9a2ba7ae87b272…

Replay: POST {ids} to /api/seals/verify

Pairs well with

PDF Miner92/100API Mapper88/100FluidAudio88/100