Home / Skills / log-and-error-bucketing
log-and-error-bucketing
mrmps/classifier-devSkill
Turn a stream of log lines or error messages into a histogram of causes — timeouts, auth, quota, bad input, upstream, unknown — by deduplicating to templates, redacting, and classifying one exemplar each, so a million lines cost a few hundred calls. Use when an incident dump, CI log or error table is too big to read. Triggers on "what is failing here", "bucket these errors", "group these exceptions", "top causes".
Why this score
This repo hosts 10 skills, so its 425 stars are split between them (about 43 each) for scoring.
Popularity score: 64/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit b0e3b449a9c4, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onelog-and-error-bucketing mrmps/classifier-dev · Skill | 64 | ★ 425 | ≈110 always | 17d ago |
| debugging-and-error-recovery addyosmani/agent-skills · Skill Both about error and cause | 91 | ★ 109k | ≈88 always | 22d ago |
| decision-log aniganti/pm-superpowers · Skill Both about log | 55 | ★ 48 | ≈22 always | 18d ago |
| log-analyzer moonlight-lupin/agent-skills · Skill Both about log and timeout | 59 | ★ 104 | ≈67 always | 17d ago |
| gcp-audit-logs BagelHole/DevOps-Security-Agent-Skills · Skill Both about log and big | 59 | ★ 1.2k | ≈34 always | 6mo ago |
| mcloud-logs medusajs/medusa-agent-skills · Skill Both about log and error | 53 | ★ 234 | ≈56 always | 20d ago |