Research Paper Quality Filter
PassAudited by ClawScan on May 1, 2026.
Overview
This is a coherent instruction-only research filtering skill; the main things to notice are local append-only logging and minor metadata provenance inconsistency.
This skill appears safe for normal research-paper filtering. Before installing, verify the publisher because the embedded metadata does not exactly match the registry entry, and be aware that it will keep a persistent local audit log under the research directory.
Findings (2)
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.
The publisher/source information is slightly inconsistent, so users may want to verify they are installing the intended skill.
The embedded metadata differs from the registry metadata shown for this review, which lists a different owner ID and slug. This is a provenance inconsistency, though no unsafe code or hidden install behavior is present.
"ownerId": "kn7c8ew58zsqxsn7a50925ypk97zzatv", "slug": "quality-filter"
Confirm the skill identity and publisher in the registry before installing, and ask the publisher to align the embedded metadata with the registry record.
Paper lists, search parameters, and filtering decisions may remain on disk after the session.
The skill explicitly creates a persistent local audit log containing session context, scoring decisions, and filtered papers. This is aligned with the research audit-trail purpose but is still persistent stored context.
"Append Mode": All results appended to single comprehensive file
Use this skill in a suitable project directory and periodically review or delete the audit log if the paper list or research topic is sensitive.