de-slop
Skill2 starsChanged 4 months agoMITView on GitHub
Use when prose reads as machine-written, whatever produced it. Symptoms are a restated question, a triad where two items would do, a stack of qualifications, and a closing that re-says the page.
14 other projects use a version of this.
Adopted by
Most recently taken up by
- TJM-NZ/claude-skillstheir own version, first seen Nov 8, 2026
- nagi-studio/skillstheir own version, first seen Nov 1, 2026
- kitloomlk-stack/writing-docs-kittheir own version, first seen Oct 15, 2026
- d4vidc4rson/paralogy-divergent-thinking-toolstheir own version, first seen Oct 8, 2026
- yannick-bottino/consulting-claude-skillstheir own version, first seen Sep 21, 2026
- rendeiro/de-sloptheir own version, first seen Sep 2, 2026
Other versions14 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 14
- nagi-studio/skills★ 470same name
- d4vidc4rson/paralogy-divergent-thinking-tools★ 5same name
- isatimur/de-slop★ 3same name
- RagnarPitla/microsoft-agent-skills-private-archive★ 2same name
- rendeiro/de-slop★ 2same name
- fabio-baumgartner/unternehmer-skills★ 1same name
- guillaumesimler/claude_skills★ 0same name
- kitloomlk-stack/writing-docs-kit★ 0same name
- phillydoug/de-slop★ 0same name
- RagnarPitla/microsoft-agent-skills★ 0same name
4 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository8 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- compressed-deliberationSkill
- navigable-referencesSkill
- proportionate-executionSkill
- subagent-returnsSkill
- plain-languageSkill
- simplified-technical-englishSkill
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 12 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 26
Read these to recognise a shape you are already in, and not as a list to check against.
- Distinctive: line 35
Remove the sentence, read the passage again, and keep the sentence only if something changed.
- Distinctive: line 79
Every rule in it is our own editorial guidance, and measurement is the only evidence a craft rule can ever have.
- Distinctive: line 84
Read the shape here as discipline that we assert.
“Common” is measured: kept by at least 6 in 10 of the 12 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
de-slop
Purpose
The defect this skill treats is a rhetorical move rather than a word, so this skill gives a shape to write toward rather than a vocabulary to avoid. A move survives a model release. Whether a word does is not settled.
The shape of a finished passage
- Open on the thing itself, so the first sentence carries the result.
- Give each sentence one idea that the passage needs.
- Name the actor of a claim, and hold the claim at the strength its evidence carries.
- Let the structure follow the content, so a list appears where the items are parallel.
- End at the last sentence that carries weight.
A passage with all five is finished, whatever else could be said about it.
What a departure looks like
Read these to recognise a shape you are already in, and not as a list to check against.
- The opening. A passage that restates the question has spent its first sentence on words the reader wrote.
- One idea. A triad where two items would do buys a clause and adds no idea. So does a "not just X but Y" frame whose Y restates X. "Not just a parser bug but a design problem" promises two findings and delivers one.
- The claim. An invented counterposition gives an answer the shape of an argument without the substance of one. A stack of qualifications buries the one that would change what the reader does. A passive verb with no actor leaves nobody holding the claim.
- Earned structure. A heading over two sentences, and a sentence announcing that a point is important, each perform a thoroughness the content has not reached.
- The end. A closing paragraph that re-says the page gives the reader a second reading of the first.
Remove the sentence, read the passage again, and keep the sentence only if something changed.
Compression has a cost, so name it
The shape above is not a shorter passage. It is a passage whose length is its content.
Anthropic reported in April 2026 that a system instruction imposing strict brevity in Claude Code reduced coding quality, and reverted it. That is a first-party report of compression paid for in correctness. So the shape above sets no length, and a finding that a shorter passage would have dropped stays in.
No part of this matches a word
This skill ships no word list. A list of forbidden words teaches an agent to swap each one for its nearest neighbour, which leaves the defect and cleans the surface.
What a check can see
Nothing here, today. stylewright lint carries no check for any part of the
shape above, because a triad, a restatement and an invented objection are
judgments about content rather than shapes a program recognises.
How this differs from the other skills here
plain-language and simplified-technical-english each distil a published
standard and write for a named reader. This skill does neither, and the
disagreement is about repetition. Both standards ask a writer to repeat, in a
summary, in a heading, or in one term used for one thing. This skill ends a
passage at its last load-bearing sentence. A procedure and a safety notice
repeat on purpose, so the standard wins there and this skill yields.
compressed-deliberation treats one model's documented defaults, and it
expires when that model does. proportionate-execution governs a session, so
it holds what an agent does as well as what it writes. This skill treats one
passage of prose, whatever produced it, and it carries no model pin. Follow all
three. They do not disagree.
Boundary
This skill has no external standard behind it, and no arm has been run for it.
Every rule in it is our own editorial guidance, and measurement is the only
evidence a craft rule can ever have. The trace marks the rest as narrative that
asserts no rule. It lives in the stylewright repository at
grounding/craft/de-slop.md, and it is not installed with this skill.
Read the shape here as discipline that we assert. Do not read any of it as an effect that we observed, and do not let a later summary say that this skill works.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

