log-analyzer

log-analyzer is an Observability & incident response skill for AI agents, published by HKU-MMLab in the UniClawBench repository on GitHub. Skillspace rates log-analyzer D (66/100) and the safety scan flagged it for review, and it was flagged as an attack benchmark; the rating is based on static analysis only.

Parse, search, and analyze application logs across formats. Use when debugging from log files, setting up structured logging, analyzing error patterns, correlating events across services, parsing stack traces, or monitoring log output in real time.

Grade
D
Quality
66 / 100
Safety
Flagged as an attack benchmark
GitHub stars
34

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since.

Our review

Architecture
96 / 100
Maturity
Basic: a single SKILL.md
Security scan
The static scan found medium-risk patterns, but it was flagged as an attack benchmark.
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • reads environment variables

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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