reverse-engineering-texts SKILL.md skillA

reverse-engineering-texts from dimonier/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add dimonier/skills/reverse-engineering-texts@git:20260201.52d6d1b

Pins git:20260201.52d6d1b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
dimonier/skills
Path
skills/reverse-engineering-texts/SKILL.md
Versions recorded
2
Latest version
git:20260201.52d6d1b, committed Feb 1, 2026
First version recorded
Feb 1, 2026
Size
10,938 bytes
Repository stars
10
License
a license file GitHub does not identify

Reverse-engineer texts into a reusable structural blueprint (reverse outlining, argument mining, copy teardown). Use when the user asks to analyze a text’s thesis, hook, framework (AIDA/PAS/PASTOR/BAB), argument map, rhetoric (Ethos/Pathos/Logos), or when they want to convert “text → structure/blueprint” to reuse patterns in writing, specs, prompts, or marketing.

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

# Reverse-Engineering Texts

## Goal
Turn a finished text into a **TeardownBlueprint** (a “drawing”) that is reusable: structure, argument moves, and rhetorical patterning.

## Core disciplines (FPF-aligned)
- **Strict distinction**: TextArtifact (the text) ≠ Blueprint (your description) ≠ Output (new draft/prompt).
- **Evidence first**: Every non-trivial claim in the blueprint must include a short **quote** from the text (an “evidence anchor”).
- **Parsimony**: Prefer the simplest structure/framework that explains the whole text.
- **Uncertainty**: Mark low-confidence inferences explicitly.

## What “SOTA” means here
This skill is not just “label AIDA and call it done”. State-of-the-art reverse-engineering requires:
- **Paradigm transparency**: explicitly declare the interpretive lens used (and what would count as an “error” vs a paradigm clash).
- **Meaning-in-interaction**: meaning is extracted in a dynamic local context, not “derived from rules given from above”.
- **Ambiguity handling**: do not force-collapse; maintain multiple plausible interpretations when needed.
- **Order effects awareness**: sometimes A→B ≠ B→A; record when the analysis is non-commutative.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add dimonier/skills/reverse-engineering-texts@sha256:2b6815d5af227fa5

The line at the top of this page pins the label git:20260201.52d6d1b, 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_k73l3tykrejgqjz7.svg)](https://markdownregistry.com/a/art_k73l3tykrejgqjz7)

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

Versions

The registry has recorded 2 versions of this file, all committed on Feb 1, 2026.

versioncommittedcommitsizeaudit
git:20260201.52d6d1b latest2026-02-01 52d6d1b 10,938 BA view · diff
git:20260201.4ecaece2026-02-01 4ecaece 2,763 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 (10938 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

dimonier/skills · 10 stars · license a license file GitHub does not identify · pushed 2026-10-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_k73l3tykrejgqjz7
GET https://markdownregistry.com/api/v1/resolve?ref=dimonier/skills/reverse-engineering-texts
GET https://markdownregistry.com/api/v1/blob/2b6815d5af227fa56486bd02feb3a6aa47c07843571851c4ab131ad38a345c49

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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