Real Skill packageSource verifiedClawHub registry

Csv Analyzer

Analyze CSV/Excel files with natural language. Get statistics, filter rows, find anomalies, generate summaries, and export results. No pandas needed — uses P...

Identity and source

Publisher attributionShihao Jiang (Zac)registry owner unverified by skillvetai
Functional categoryData, Spreadsheets & Analyticsautomatically inferred · 58% rule confidence
Package forminstruction with code3 recorded files
Canonical sourceClawHub registryclawhub:zacjiang:csv-analyzer
Open canonical source ↗

Platform declarations

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OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/22/2026.claude/skills/csv-analyzer

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/22/2026.agents/skills/csv-analyzer

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/22/2026skills/csv-analyzer

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @zacjiang/csv-analyzer
clawhub inspect @zacjiang/csv-analyzer --version 1.0.0

Security evidence

SkillVetAI static result: high signal

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
3 / 3 inspected as text
Checked
8/22/2026, 1:51:36 AM
Scanner
0.1.3
Policy
1.0.3
1 automated finding
highDynamic code or shell execution is presentscripts/csv_analyze.py:95 · confidence 78%eval(
1 High/Critical review queue entry
STATIC_DYNAMIC_CODE_EXECUTIONpending
Open human review queue →
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — automatically inferred
1 dependency and API indicators
  • api: clawhub.ai
External clawhub result: clean

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
5/29/2026, 8:16:10 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: clean

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:bf876a2ad277bd9dbe6c5fa4257dad21933789f2690f76ec8c299ee740812ab3
Show up to 3 recorded paths
  • scripts/csv_analyze.py
  • skill-card.md
  • SKILL.md

Source changelog

Initial release of csv-analyzer — a lightweight tool for CSV/Excel file analysis using only the Python standard library. - Analyze, filter, and generate statistics from CSV files without pandas. - Features include statistics summary, flexible row filtering, top/bottom N values, anomaly detection, and group aggregation. - Supports exporting processed and filtered data. - Zero external dependencies; optimized for low-memory environments. - Designed for datasets up to ~100MB in size.