research-matrix-builder
PassAudited by ClawScan on May 1, 2026.
Overview
This skill appears to be a straightforward local literature-matrix helper with no evidence of hidden networking, credential use, persistence, or destructive behavior.
This looks safe for typical use. Before installing or running it, remember that any papers, notes, or abstracts you provide may be processed into outputs, and choose the script output path carefully so you do not overwrite an existing file.
Findings (1)
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.
If run with an existing output filename, the script may replace that CSV file.
The local helper script takes an input file path and writes a CSV output path. This is purpose-aligned for building a matrix, but it can overwrite the chosen output file.
ap.add_argument("records_json", help="JSON list of paper records") ... ap.add_argument("--out", default="literature_matrix.csv") ... with open(args.out, "w", encoding="utf-8", newline="") as f:Use a dedicated output filename or folder, and preview or back up important files before writing over existing paths.