human-tone
Skill9 starsChanged 3 months agoMITView on GitHub
Revise and polish academic drafts into clear, direct, human-sounding prose while preserving claims, numbers, citations, limitations, task type, and recommendation stance. Implicitly use when the user says 改写, 改稿, 润色, 润色论文, 像人一点, 更像人写的, 不要AI味, 减少AI味, 不要防御性写作, 去掉防御性表达, 写得自然一点, humanize, less defensive, reduce generic AI-style prose, strengthen an abstract or section, or requests a ResNet, Transformer, BERT, Raft, or MapReduce tone.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- tanawitchsaentree/Human-tonetheir own version, first seen Aug 7, 2026
- seacen/human-tonetheir own version, first seen Jul 23, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- tanawitchsaentree/Human-tone★ 1same name
- seacen/human-tone★ 0same name
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 repository47 other files it gives its agents.
- autodl-hpcSkill
- experiment-bridgeSkill
- experiment-planSkill
- idea-discoverySkill
- paper-visualizationSkill
- paper-writingSkill
- rebuttalSkill
- research-blueprintSkill
- research-pipelineSkill
- research-repo-architectSkill
- research-reviewSkill
- resubmit-pipelineSkill
- autodl-hpcSkill
- auto-paper-improvement-loopSkill
- auto-review-loopSkill
- novelty-checkSkill
- paper-figureSkill
- paper-planSkill
- paper-writeSkill
- research-refineSkill
- research-reviewSkill
- experiment-bridgeSkill
- experiment-planSkill
- auto-paper-improvement-loopSkill
- auto-review-loopSkill
- grant-proposalSkill
- idea-creatorSkill
- idea-discoverySkill
- novelty-checkSkill
- paper-figureSkill
- paper-planSkill
- paper-posterSkill
- paper-slidesSkill
- paper-writeSkill
- paper-writingSkill
- research-refineSkill
- research-reviewSkill
- human-toneSkill
- idea-discoverySkill
- paper-visualizationSkill
- paper-writingSkill
- rebuttalSkill
- research-blueprintSkill
- research-pipelineSkill
- research-repo-architectSkill
- research-reviewSkill
- resubmit-pipelineSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 0 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 18
Use /human-tone-core for the actual rewrite.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Human Tone
Capability Routing
This is a first-layer entry skill. Keep it loaded as the user-facing route; when the user asks for revision, polishing, humanization, or less defensive academic prose, read the routed library skill and follow it directly.
/human-tone-core: read../library/auxiliary/human-tone-core/SKILL.md.
Route academic revision requests for: $ARGUMENTS
Use /human-tone-core for the actual rewrite. This entry exists so default
installs can trigger on natural language such as “改写”, “润色”, “像人一点”,
and “不要防御性写作”.
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
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- It worked
- Partly
- It didn't
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