product-on-purpose/thinking-framework-skills · skills/think-evidence-vs-inference-sort/SKILL.md

think-evidence-vs-inference-sort skillA

think-evidence-vs-inference-sort is agent-read markdown (skill) from product-on-purpose/thinking-framework-skills: Produces an evidence/inference ledger by sorting the claims in a prompt, document, or proposed conclusion into evidence, inference, and assumption, attaching a confidence level to each inference and flagging anything uncited. Use when a recommendation must be trusted, or when you need to audit the reasoning behind a conclusion in a high-stakes context..

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-evidence-vs-inference-sort@v0.1.0
Exact content
mdr add product-on-purpose/thinking-framework-skills/think-evidence-vs-inference-sort@sha256:43710577e03bed94

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

[![mdr](https://markdownregistry.com/badge/art_suow5ojv5y2vicfs.svg)](https://markdownregistry.com/a/art_suow5ojv5y2vicfs)

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Versions

versioncommittedcommitsizeaudit
v0.1.0 latest2026-06-01 5bad9cb 4,087 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 (4087 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_suow5ojv5y2vicfs
GET https://markdownregistry.com/api/v1/resolve?ref=product-on-purpose/thinking-framework-skills/think-evidence-vs-inference-sort
GET https://markdownregistry.com/api/v1/blob/43710577e03bed9422b3ab0ded3964ef9320018df6bf1e0dde699c4307fb8011

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