unslop SKILL.md skillA
unslop from korallis/agent-stack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add korallis/agent-stack/unslop@git:20260930.ce1c74bPins git:20260930.ce1c74b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- korallis/agent-stack
- Path
skills/unslop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260930.ce1c74b, committed Sep 30, 2026
- Size
- 3,654 bytes
- Repository stars
- 35
- License
- Apache-2.0
Remove AI writing tells (filler, hype, hedging stacks, chatbot phrases, decorative formatting) from any text before it is posted. Use on every PR description, SPEC, issue comment, queue body and message to the owner or a client; reviewers flag slop in PR text.
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
# Unslop Before you post text anywhere, scan it for the patterns below and rewrite. Keep the meaning and the intended tone. This applies to PR descriptions, commit messages, SPECs, issue and PR comments (including handbacks to a client), queue bodies and every message to the owner. ## Content 1. **Empty -ing phrases.** "highlighting…", "ensuring…", "showcasing…", "reflecting…". Delete them, or say the concrete thing. 2. **Vague attributions.** "Experts believe", "it is widely known". Name the source or delete. 3. **Generic conclusions.** "This lays a solid foundation", "the future looks bright". State the next step or the fact. 4. **Says how it feels, not what it does.** "The flow feels much smoother" becomes "the save takes one click instead of three". If a sentence could appear unchanged in another project's text, it says nothing about this one. Cut it. ## Words 5. **AI vocabulary.** additionally, crucial, delve, enhance, fostering, garner, intricate, landscape, pivotal, robust, seamless, showcase, testament, underscore, vibrant. Use the plain word. 6. **Fancy verbs for "is" and "has".** "serves as", "stands as", "boasts", "features". …
Read the whole file at its exact version.
How to install
mdr add korallis/agent-stack/unslop@sha256:f3cb4be4eb781322The line at the top of this page pins the label git:20260930.ce1c74b, 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.
[](https://markdownregistry.com/a/art_5bmwzu7vyp3sliex)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 30, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3654 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
korallis/agent-stack · 35 stars · license Apache-2.0 · pushed 2026-10-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5bmwzu7vyp3sliex GET https://markdownregistry.com/api/v1/resolve?ref=korallis/agent-stack/unslop GET https://markdownregistry.com/api/v1/blob/f3cb4be4eb7813228a94a93908215957101d4074fa444c44d03ad5cdc7c56638
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.
More from korallis/agent-stack
Every file in korallis/agent-stack