Bytesagain Data Analytics
PassAudited by ClawScan on May 1, 2026.
Overview
This appears to be a local CSV analysis helper with no artifact-backed exfiltration, credential use, persistence, or destructive behavior, though its runtime dependencies and installation path are under-declared.
This skill looks suitable for local CSV exploration. Check that the command is installed from the expected source, that bash and python3 are available, and use it only with datasets whose contents you are comfortable showing in the agent’s output.
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 command may not be available or may depend on local bash/python setup that is not reflected in the registry metadata.
The registry metadata does not declare an install mechanism or runtime binaries even though the skill documentation and script expect a local bash/Python CLI workflow.
No install spec — this is an instruction-only skill. Required binaries (all must exist): none
Before installing or using it, verify how the bytesagain-data-analytics command is provided and that bash and python3 are available from trusted local sources.
Using the skill runs local code over CSV files you provide and may print portions of those files, such as column names and top values, into the agent conversation.
The skill uses a local bash script that invokes embedded Python to process CSV files. This is central to the stated purpose and the shown code does not include network, credential, persistence, or destructive actions.
#!/usr/bin/env bash # bytesagain-data-analytics — Data analysis toolkit set -euo pipefail ... python3 << 'PYEOF'
Run it only on CSV files you intend to analyze and avoid feeding sensitive datasets unless you are comfortable with summaries or values appearing in the agent output.