OpenAgentSkill Registry Manifest
Skill: Smarter Csv
Slug: tilo-smarter-csv
Category: data-analysis
Description: Fastest end-to-end CSV ingestion for Ruby (with C acceleration). SmarterCSV auto-detects formats, applies smart defaults, and returns Rails-ready hashes for seamless use with ActiveRecord, Sidekiq, parallel jobs, and S3 pipelines — even for messy user-uploaded real-world data.

Agent fit:
- Decision: 100/100 Production-ready
- Primary fit: Workflow automation
- Role: Primary pick

Supply profile:
- Track: Data, BI, and analytics
- Scenario: Workflow automation
- Applicable agents: Claude Code, CLI, Codex, Cursor, Ruby
- Maintenance: 7d since push
- Risk: Safe to try

Trust:
- Trust score: 94/100 Production candidate
- Audit: 95/100 Safe to try

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: tilo
- Claim URL: https://www.openagentskill.com/skills/tilo-smarter-csv#claim-this-skill

Install:
npx skills add tilo/smarter_csv

URLs:
- Web: https://www.openagentskill.com/skills/tilo-smarter-csv
- API: https://www.openagentskill.com/api/agent/skills/tilo-smarter-csv
- Install API: https://www.openagentskill.com/api/skills/tilo-smarter-csv/install
- Repository: https://github.com/tilo/smarter_csv