bulk-classify SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
bulk-classify from mrmps/classifier-dev is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mrmps/classifier-dev/bulk-classify@git:20261012.a7bad5fPins git:20261012.a7bad5f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mrmps/classifier-dev
- Path
src/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261012.a7bad5f, committed Oct 12, 2026
- First version recorded
- Sep 19, 2026
- Size
- 13,050 bytes
- Repository stars
- 436
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Classify at scale without reading `classifier.dev` assigns text to your categories. No key, no signup, no SDK. One HTTP call takes up to a thousand texts at a time and comes back in about a second, each with a confidence you can act on. ## Data sharing and workspace usage Synchronous classification text, labels, instructions and results are retained for training and operator review by default. Pass `share_data: false` in MCP arguments or the HTTP JSON body when the user has not chosen to contribute the data. The equivalent HTTP header is `X-Classifier-Share-Data: false`. Do not send confidential or personal information as training data. See https://classifier.dev/privacy for the current policy. Public calls use anonymous limits. Workspace attribution and paid features require a workspace API key in the client's secure credential configuration; never put keys in this skill, chat, or committed configuration. Do not claim a connection is working until a real tool call succeeds. ## When this is worth a network call You are a language model. You can already classify any text you can see, for free. The question is whether you want this text in your context at all. …
Read the whole file at its exact version.
How to install
mdr add mrmps/classifier-dev/bulk-classify@sha256:1a52dd2526cca53cThe line at the top of this page pins the label git:20261012.a7bad5f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_usociaapzuahbzfr)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Sep 19, 2026 and Oct 12, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261012.a7bad5f latest | 2026-10-12 | a7bad5f | 13,050 B | A | view · diff |
| git:20260923.6a078a2 | 2026-09-23 | 6a078a2 | 12,294 B | A | view · diff |
| git:20260922.2f84aed | 2026-09-22 | 2f84aed | 11,590 B | A | view · diff |
| git:20260920.600db78 | 2026-09-20 | 600db78 | 11,571 B | A | view · diff |
| git:20260920.9528280 | 2026-09-20 | 9528280 | 10,610 B | A | view · diff |
| git:20260919.3040be8 | 2026-09-19 | 3040be8 | 10,646 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13050 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
mrmps/classifier-dev · 436 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_usociaapzuahbzfr GET https://markdownregistry.com/api/v1/resolve?ref=mrmps/classifier-dev/bulk-classify GET https://markdownregistry.com/api/v1/blob/1a52dd2526cca53c8477610fe8ce9cc858f5b66019ba51038bccfc7ea6bf4928
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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