think-causal-layered-analysis SKILL.md skillA

think-causal-layered-analysis from product-on-purpose/thinking-framework-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add product-on-purpose/thinking-framework-skills/think-causal-layered-analysis@v0.1.0

Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
product-on-purpose/thinking-framework-skills
Path
skills/think-causal-layered-analysis/SKILL.md
Versions recorded
2
Latest version
v0.1.0, committed Oct 16, 2026
First version recorded
Jun 10, 2026
Size
11,904 bytes
Repository stars
25
License
Apache-2.0

Produces a four-layer matrix (litany, system, worldview, myth) of the current 'used future' beside a reconstructed preferred future per layer, anchored by a deliberately changed deep metaphor. Use when an issue is stuck because the framing is stuck, the official account and the system explanation have been argued to exhaustion, and the real disagreement is about clashing worldviews and the unexamined story underneath. Not a single-cause diagnosis (that is think-iceberg-model) and not a forecast.

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

<!-- thinking-framework-skills | https://github.com/product-on-purpose/thinking-framework-skills | Apache-2.0 -->
# Causal Layered Analysis

Most contested issues are argued at the surface and the system level - the headline numbers and the policy fixes - long after that argument has stopped being productive, because the real disagreement lives in clashing worldviews and an unexamined story underneath. Causal Layered Analysis (CLA) reads an issue at four vertical depths and then rebuilds it. It descends through the **litany** (the official, visible, unquestioned account), the **system** (the structural and short-term causes the litany rests on), the **worldview** (the deeper ideological and paradigmatic assumptions, and *whose* worldview is privileged), and the **myth/metaphor** (the unconscious, emotive, civilizational story underneath, carried in a guiding metaphor). The durable move is not the descent alone. It is to treat the issue as a text with *competing* readings rather than one true cause, and then to **move back up and reconstruct** - rewrite the deep metaphor into a new one and propagate a transformed worldview, system, and litany that follow from it. The output is a…
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add product-on-purpose/thinking-framework-skills/think-causal-layered-analysis@sha256:328ec2c07196a64d

The line at the top of this page pins the label v0.1.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_bjw47kgl6l5jibxe.svg)](https://markdownregistry.com/a/art_bjw47kgl6l5jibxe)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jun 10, 2026 and Oct 16, 2026, about one every 127 days.

versioncommittedcommitsizeaudit
v0.1.0 latest2026-10-16 874e45b 11,904 BA view · diff
v0.1.02026-06-10 d0b4a33 11,809 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (11904 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 · 25 stars · license Apache-2.0 · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bjw47kgl6l5jibxe
GET https://markdownregistry.com/api/v1/resolve?ref=product-on-purpose/thinking-framework-skills/think-causal-layered-analysis
GET https://markdownregistry.com/api/v1/blob/328ec2c07196a64d88030cfe91fe7c278d3889e3654c89a9e102bad972870f1b

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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