ux-researcher
PassAudited by ClawScan on May 10, 2026.
Overview
This instruction-only UX research skill appears purpose-aligned, but users should ensure any user research data is handled with consent and that canned success metrics are not reported as facts.
This appears safe to install as an instruction-only UX research helper. Before using it with real projects, make sure participant consent, privacy, and retention rules are followed; provide de-identified research data when possible; and ask the agent to clearly distinguish real measured results from example or placeholder metrics. The provided SKILL.md excerpt is truncated, so review the full text if available.
Findings (3)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
Private user research, analytics, or participant information could be brought into the agent context if the user or environment provides access.
The skill may cause an agent to retrieve or analyze user and product data, which is expected for UX research but can include sensitive participant or behavioral information.
Review existing user data, analytics, and design decisions
Use only authorized datasets, remove unnecessary personal data, and confirm consent and retention rules before sharing research materials with the agent.
Research findings or user data could be shared across agent roles if the surrounding system enables that collaboration.
The skill anticipates collaboration with other agents; this is purpose-aligned, but the artifact does not define data-sharing boundaries for research findings or participant data.
Integration with other agents: - Collaborate with product-manager on priorities - Work with ux-designer on solutions - Support frontend-developer on implementation
Share only the minimum research context needed with other agents, and avoid passing raw participant records or recordings unless explicitly required and approved.
The agent could overstate work performed or present unverified metrics as factual results.
The canned delivery notification contains specific research and impact metrics that could be misleading if repeated without being true for the actual task.
UX research completed. Conducted 12 studies with 247 participants, generating 89 actionable insights. Improved task completion rate by 34% and reduced user errors by 58%.
Treat these numbers as placeholders only; require the agent to report actual study counts, participant counts, and measured outcomes, or state when they are examples.