Survey Response Coder

将开放式问卷回答编码成主题、情绪与标签，并生成可复核手册。；use for survey, coding, qualitative workflows；do not use for 把少量样本当总体结论, 暴露受访者隐私.

This skill appears to do what it claims and has no hidden network or credential requirements. Before running: (1) review the scripts/run.py file (it is small and local) if you are unsure; (2) avoid passing system/root directories as the --input path (the script can recursively read many file types); (3) sanitize or avoid providing files containing PII or secrets; (4) consider running with --dry-run or in an isolated environment first; (5) if you need stronger guarantees, run the script under a restricted user account or in a disposable container.

Type: OpenClaw Skill Name: survey-response-coder Version: 1.0.0 The skill bundle is a legitimate tool for analyzing survey data, providing structured reporting and coding of open-ended responses. While the included Python script (scripts/run.py) contains utility functions for directory auditing and secret pattern detection, these are clearly intended for self-testing and quality assurance of the skill bundle itself, as referenced in SELF_CHECK.md and the skill_audit mode. The instructions in SKILL.md emphasize safety, privacy, and user review, and there is no evidence of data exfiltration, unauthorized execution, or malicious intent.