Real Skill packageSource verifiedClawHub registry

questionnaire-quality-checker

对心理学问卷数据进行可复现的数据质量筛查，检查缺失比例、非法或超范围值、量表内直线作答和极端作答模式，并生成逐样本标记报告。当用户说“检查问卷数据质量”“筛查无效问卷”“检查直线作答”“检查异常作答”“questionnaire quality check”“screen invalid responses”或要求对多个不同计分范围的量表进行基础质量控制时使用。适用于 CSV 格式的心理学问卷数据。

Identity and source

Publisher attributionyunyue619registry owner unverified by skillvetai
Functional categoryData, Spreadsheets & Analyticsautomatically inferred · 53% rule confidence
Package forminstruction with code6 recorded files
Canonical sourceClawHub registryclawhub:yunyue619:questionnaire-quality-checker
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

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 · 8/31/2026.claude/skills/questionnaire-quality-checker

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 · 8/31/2026.agents/skills/questionnaire-quality-checker

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 · 8/31/2026skills/questionnaire-quality-checker

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 @yunyue619/questionnaire-quality-checker
clawhub inspect @yunyue619/questionnaire-quality-checker --version 1.0.0

Security evidence

SkillVetAI static result: no findings detected

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
6 / 6 inspected as text
Checked
8/31/2026, 12:46:38 PM
Scanner
0.1.3
Policy
1.0.3
3 inferred permission indicators
  • network access — automatically inferred
  • filesystem read — 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
8/31/2026, 10:51:50 AM
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 hashsha256:0ceee90fc2b2bcf1fab90b541760a4e5f8ab56e859cc03ab6b67ce41b7a36265
Show up to 6 recorded paths
  • examples/config.example.json
  • examples/demo_questionnaire.csv
  • examples/demo_report.json
  • scripts/questionnaire_quality_checker.py
  • skill-card.md
  • SKILL.md

Source changelog

Initial release of Questionnaire Quality Checker. - Screens psychological questionnaire data in CSV format for missing data, out-of-range values, straightlining, and extreme response patterns. - Supports multiple scales with different scoring ranges via explicit configuration. - Outputs a JSON report summarizing flagged samples and provides per-respondent details for manual review. - Designed for transparency and reproducibility—flags samples for review instead of automatic exclusion. - Includes clear instructions for configuration, use cases, and result interpretation.