product-on-purpose/thinking-framework-skills · skills/think-linear-model-aggregation/SKILL.md

think-linear-model-aggregation skillA

think-linear-model-aggregation is agent-read markdown (skill) from product-on-purpose/thinking-framework-skills: Builds a simple mechanical scoring model - a few weighted predictive cues combined by a fixed formula and applied consistently - for a repeated predictive judgment, because consistent simple rules reliably match or beat holistic expert intuition. Use when the same kind of evaluative judgment recurs (screening candidates, scoring leads, triaging) and gut calls are inconsistent or overconfident..

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 product-on-purpose/thinking-framework-skills/think-linear-model-aggregation@v0.1.0
Exact content
mdr add product-on-purpose/thinking-framework-skills/think-linear-model-aggregation@sha256:1c576d93334d381e

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

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Versions

versioncommittedcommitsizeaudit
v0.1.0 latest2026-06-01 5bad9cb 4,767 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 (4767 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

product-on-purpose/thinking-framework-skills · 17 stars · license Apache-2.0 · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zg5h235gffwnf7wp
GET https://markdownregistry.com/api/v1/resolve?ref=product-on-purpose/thinking-framework-skills/think-linear-model-aggregation
GET https://markdownregistry.com/api/v1/blob/1c576d93334d381ec769a80bd11a316181a0eb966318b8f1bc1d6b909c4b6548

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.