bulk-classify
mrmps/classifier-devSkill
Sort many texts into your own categories without reading them, using a keyless HTTP API that returns a calibrated confidence per answer. Use when triaging, filtering, routing or bucketing more items than are worth putting in context — search results before you read them, log lines, tickets, files, diffs, past conversations. Triggers on "filter these", "which of these are relevant", "triage", "bucket", "route", "categorise", or any loop that would otherwise read N items to keep a few.
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.
What its code does:
- Makes network requestsSKILL.md
Web addresses in its code:
- classifier.devSKILL.md:54
- cal.comcomponents/account-menu.tsx:154
- api.resend.comalerts.ts:493
- x.comdocs.ts:874
- registry.modelcontextprotocol.iodocs.ts:518
- openrouter.aichat.ts:246
- api.typesafe.aialerts.ts:61
- pkg.go.devhome.ts:544
- api.cloudflare.comreport.ts:16
- api.context.devchat.ts:42
- cdnjs.cloudflare.comui.ts:173
- ai-gateway.vercel.shjev.ts:57
- api.spur.usspending/free-budget.ts:56
- api.useautumn.comserver/autumn.ts:73
- app.beam.cloudjev.ts:122
And 9 more.
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
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 onebulk-classify mrmps/classifier-dev · Skill | 64 | ★ 425 | ≈126 always | 17d ago |
| bulk-read ToolMonsters/claude-code-routing · Skill Both about bulk and answer | 55 | ★ 24 | ≈76 always | 2mo ago |
| canvas-bulk-grading vishalsachdev/canvas-mcp · Skill Both about bulk | 66 | ★ 298 | ≈45 always | 16d ago |
| bulk-rnaseq synthetic-sciences/openscience · Skill Both about bulk | 75 | ★ 4.1k | ≈153 always | 17d ago |
| openspec-bulk-archive-change rivet-dev/rivet · Skill Both about bulk | 76 | ★ 6.3k | ≈29 always | 16d ago |