Sentiment AnalysisCAUTION
Overview
An agent skill published by paperclipai.
144776592aa6OBSERVED · 2026-10-13What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
---
name: sentiment-analysis
description: "Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights"
metadata:
sources:
- kind: github-file
repo: phuryn/pm-skills
path: pm-market-research/skills/sentiment-analysis/SKILL.md
commit: 36ccefdc6c2e00d7c0c12cb0a52bf93e8ec50da4
attribution: Pawel Huryn
license: MIT
usage: referenced
---
Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights. Use when analyzing user feedback at scale, running sentiment analysis on reviews or surveys, or identifying satisfaction patterns.Trust audit
CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | WARN |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (2)
.agents/skills/company-creator
.claude/skills/company-creator
Gates applied: no_behavioural_pass.
144776592aa6full audit observations/trust-audit/skill/paperclipai__sentiment-analysis.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-13 | 144776592aa6 | CAUTION | B | 89 | first audit |
Questions
Is Sentiment Analysis safe to install?
With care. The audit graded it B (89/100) and found 2 things worth knowing before you trust this skill, listed below with the exact line each was found on.
What can Sentiment Analysis access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (144776592aa6), read on 2026-10-13. The repository is watched, and a new audit runs when it changes — this is the first audit.