mrmps/classifier-dev · skills/lead-qualification/SKILL.md

lead-qualification skillA

lead-qualification is agent-read markdown (skill) from mrmps/classifier-dev: Qualify inbound form submissions against your own ICP with a keyless classification API: one pass for ICP fit, one for buyer intent, then a route (sales, nurture, drop) gated on calibrated confidence. Covers turning an ICP document into labels and instructions, and a weekly loop over the low-confidence band that fixes the labels rather than the leads. Use on "qualify these leads", "is this in our ICP", "who should sales call first", "score the demo requests", "clean up the contact-form backlog"..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add mrmps/classifier-dev/lead-qualification@git:20260919.33ae531
Exact content
mdr add mrmps/classifier-dev/lead-qualification@sha256:7d5ff35a83be1f77

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

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Versions

versioncommittedcommitsizeaudit
git:20260919.33ae531 latest2026-09-19 33ae531 6,001 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6001 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

GitHub

mrmps/classifier-dev · 416 stars · license MIT · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zxabofgxhc3qnvwr
GET https://markdownregistry.com/api/v1/resolve?ref=mrmps/classifier-dev/lead-qualification
GET https://markdownregistry.com/api/v1/blob/7d5ff35a83be1f77fce2aaf12000ec8acdaf9bd19caa72af637b7c0231cdd3d4

Your agent does the deals. You hear about the good ones. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.