Rewrite AI-sounding text so it reads naturally.
Use when editing prose for filler, stock AI words and chatbot artifacts.
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.
The line at the top of this page pins the label v1.0, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_bufwqoyq5vgkzf37
GET https://markdownregistry.com/api/v1/resolve?ref=tekkiiiii/the-agency/humanizer
GET https://markdownregistry.com/api/v1/blob/cb598bb47771ebf93ed54830cdf4162311d40235a322892f32f9659a999795c5
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.
tekkiiiii/the-agency · agents-archive/dept-sunset-2026-10-08/skills/dept-resume/SKILL.md · Read dept-state.md and spawn a Dept Head with a lean briefing. Department-operations parallel of /pd-resume.
tekkiiiii/the-agency · agents-archive/dept-sunset-2026-10-08/skills/dept-save-state/SKILL.md · Write dept-state.md and member-roster.md at end of department session. Department-operations parallel of /save-state.
tekkiiiii/the-agency · agents-archive/dept-sunset-2026-10-08/skills/dept-status/SKILL.md · Read-only department status digest. No spawns. Shows active coords, pipelines, open issues, and incoming tasks.
tekkiiiii/the-agency · agents-archive/dept-sunset-2026-10-08/skills/room-manager-digest/SKILL.md · Use on /room-manager-digest, a 12h cron, or when a dept head wants a fresh report. Reads each dept room's rolling.md…
tekkiiiii/the-agency · agents-archive/dept-sunset-2026-10-08/skills/room-manager/SKILL.md · Use on /room-manager, every 10 minutes as a background loop, or when new room activity is suspected (handoff file…
tekkiiiii/the-agency · agents-archive/rev001-curator-2026-10-12/skills/obsidian-vault/SKILL.md · Use to forward decisions, project learnings, skill creations and generated assets to the Obsidian vault, and to read it…
tekkiiiii/the-agency · scripts/tests/fixtures/jev/router-skills/content-polish/SKILL.md · Polish drafted content to publish-ready in one pass; English and Vietnamese.
tekkiiiii/the-agency · scripts/tests/fixtures/jev/router-skills/frontend/SKILL.md · Use when building frontend UIs: "build a landing page", "make a dashboard", "write a React component". Not for…
coco-research/coco · skills/humanizer/SKILL.md · Remove signs of AI-generated writing from text. Use when editing or reviewing
text to make it sound more natural and…
aboudjem/humanizer-skill · skills/humanizer/SKILL.md · Detects 55 AI writing patterns and rewrites text in five voice profiles so it reads like a specific human wrote it…
sandbaseai/sandbase-skills · marketing/humanizer/SKILL.md · Create or review humanizer deliverables with audience, evidence, voice, and conversion-quality controls. Use when the…
