Home / lennoxsaint / threadify-workflows · GitHub

threadify-ai-content-forensics SKILL.md skillA

threadify-ai-content-forensics from lennoxsaint/threadify-workflows is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add lennoxsaint/threadify-workflows/threadify-ai-content-forensics@git:20261014.88addd0

Pins git:20261014.88addd0 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: lennoxsaint/threadify-workflows
Path: skills/threadify-ai-content-forensics/SKILL.md
Versions recorded: 3
Latest version: git:20261014.88addd0, committed Oct 14, 2026
First version recorded: Sep 24, 2026
Size: 4,438 bytes
Repository stars: 7
License: a license file GitHub does not identify

Reverse-engineer a bounded creator corpus into evidence-linked content rules, copyable templates, and one validated ten-post thread. Use for AI Content Forensics or creator-content pattern analysis.

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

# AI Content Forensics

Read `references/workflow-readme.md`, `references/ai-content-forensics.v1.json`,
and `references/upstream-attribution.md`. Use the bundled Node 18+ scripts. This
workflow is read-only and draft-only: it never saves, schedules, publishes, or
claims that a pattern caused performance.

## Start or resume

Confirm the target creator, destination platform, the creator's permission or
public-source basis, and the exact bounded sources. Prefer an owner-approved local
export. For a connected Threadify account, verify the account before current
read-only calls. Never infer availability from source code or a historical tool
name.

If the user chooses Scrape Creators, use only a current host-supplied MCP, skill,
or official CLI whose key is already configured outside this package. The bundled
local engine performs no network calls. Do not echo the key, pass it in arguments,
collect private/login-only material, or silently broaden the sample. Normalize
only the bounded read result and record vendor, endpoint, query, requested limit,
observation time, cache/freshness information, and gaps. An unavailable connector
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add lennoxsaint/threadify-workflows/threadify-ai-content-forensics@sha256:b2e214271f4717c5

The line at the top of this page pins the label git:20261014.88addd0, 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](https://markdownregistry.com/badge/art_rijlwia337dfp2ux.svg)](https://markdownregistry.com/a/art_rijlwia337dfp2ux)

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

Versions

The registry has recorded 3 versions of this file, between Sep 24, 2026 and Oct 14, 2026, about one every 10 days.

version	committed	commit	size	audit
git:20261014.88addd0 latest	2026-10-14	88addd0	4,438 B	A	view · diff
git:20260924.1df538d	2026-09-24	1df538d	4,182 B	A	view · diff
git:20260924.ad32a70	2026-09-24	ad32a70	3,815 B	A	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 (4438 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

lennoxsaint/threadify-workflows · 7 stars · license a license file GitHub does not identify · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rijlwia337dfp2ux
GET https://markdownregistry.com/api/v1/resolve?ref=lennoxsaint/threadify-workflows/threadify-ai-content-forensics
GET https://markdownregistry.com/api/v1/blob/b2e214271f4717c53831cce866c27dfb823ca404528a2ba9d1c6ad97377747d1

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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