Return Reason Miner
v1.0.0Analyze product return or refund notes and turn them into a structured reason taxonomy, root-cause view, and fix-priority brief. Use when a team needs to und...
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byhaidong@harrylabsj
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
The name/description match the code and SKILL.md: both describe heuristic analysis of user-provided return/refund notes into taxonomies and action briefs. The skill does not request unrelated credentials or binaries.
Instruction Scope
SKILL.md and handler.py stay within scope: they take user-provided notes/context, run local keyword heuristics, and produce a markdown brief. Instructions explicitly forbid accessing live systems and the code has no network or filesystem reads beyond stdin/argv.
Install Mechanism
No install spec is present and no external packages or downloads are performed. The repository is runnable as a plain Python script and includes simple tests; nothing is written to disk by an installer.
Credentials
The skill requires no environment variables, credentials, or config paths. The code does not read os.environ or other credentials — the requested environment access is minimal and appropriate.
Persistence & Privilege
The skill is not always-enabled, does not claim autonomous privileges beyond normal skill invocation, and does not modify other skills or system-wide settings. It runs only when invoked and only processes supplied input.
Assessment
This skill appears coherent and low-risk: it runs local keyword-based analysis on text you supply and produces a markdown brief. Before using it, note that any customer return notes you paste may contain personal data—redact or anonymize sensitive PII if you don't want it included in outputs or logs. Also validate the heuristic outputs (they are stated hypotheses, not audited QA conclusions) before acting on them, and feel free to run the included tests or inspect handler.py yourself to confirm there are no network calls in your runtime environment.Like a lobster shell, security has layers — review code before you run it.
latestvk9729v7srq3j6yd7bhxg28e62584tba3
License
MIT-0
Free to use, modify, and redistribute. No attribution required.