document-intake-routing SKILL.md skillA
document-intake-routing 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/document-intake-routing@git:20260919.3040be8Pins git:20260919.3040be8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mrmps/classifier-dev
- Path
skills/document-intake-routing/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260919.3040be8, committed Sep 19, 2026
- First version recorded
- Sep 19, 2026
- Size
- 5,998 bytes
- Repository stars
- 436
- License
- MIT
Label each page of an intake packet with a document type and a page role before extraction runs, so only confident pages reach an extractor and the rest reach a person. Use when a mailroom, loan file, claim packet or vendor upload arrives as one long PDF. Triggers on "route these scanned forms", "which form type is each page", "split this intake packet", "sort these scans by form type".
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
# Route an intake packet page by page
A packet is one PDF holding several documents: a cover sheet, two forms, a pile
of attachments, some blank backs. Extraction fails on it because it is pointed
at the wrong page. Classify pages first, then extract what you are sure of.
The classifier below is `classifier.dev`: keyless HTTP, a label per page, a
calibrated confidence, no generated text.
## What leaves the machine
Each request carries page text and your label names: no file, no image, no
file name. The service states it stores no input text and forwards it to the model
that answers (https://classifier.dev/privacy) — still a third party, and page
one of a tax or loan packet is where the name, SSN and account number sit.
Redact first, every time:
```python
import re
PATTERNS = [(r"(?i)\b(?:bearer|basic)\s+[\w.\-+/=]{8,}", "<CRED>"),
(r"(?i)\b[\w.-]*(?:key|token|secret|password|pwd)[\w.-]*\s*[=:]\s*[^\s\"',&]{6,}", "<CRED>"),
(r"\b[A-Za-z0-9+/]{32,}={0,2}\b", "<BLOB>"), (r"\b[0-9a-f]{16,}\b", "<BLOB>"),
(r"[\w.+-]+@[\w-]+\.[\w.]{2,}", "<EMAIL>"), (r"\b(?:\d[ -]?){13,16}\b", "<CARD>"),
(r"\b\d{3}-\d{2}-\d{4}\b", "<SSN>"), (r"\b\d{7,}\b", "<NUM>")]
def redact(t):
…Read the whole file at its exact version.
How to install
mdr add mrmps/classifier-dev/document-intake-routing@sha256:909c27f10a70453eThe line at the top of this page pins the label git:20260919.3040be8, 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_tbebsuqaggu2o7gt)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Sep 19, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260919.3040be8 latest | 2026-09-19 | 3040be8 | 5,998 B | A | view · diff |
| git:20260919.33ae531 | 2026-09-19 | 33ae531 | 6,000 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 (5998 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_tbebsuqaggu2o7gt GET https://markdownregistry.com/api/v1/resolve?ref=mrmps/classifier-dev/document-intake-routing GET https://markdownregistry.com/api/v1/blob/909c27f10a70453ed2aa7f0b8a8307c8b665e229cf2769c65d1dc63c51100dcf
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.