Individual skill
sci-polish
Two-stage academic paper polishing skill. Stage A reduces AI detection traces (targeting GPTZero, Turnitin, Originality.ai). Stage B performs 8-dimension quality improvement (grammar, tone, coherence, conciseness, terminology, structure, argument clarity, journal compliance). Use whenever the user asks to polish, proofread, humanize, reduce AI rate, improve writing quality, or prepare a paper for submission.
skills/sci-polish/SKILL.md
Source commit 357766f90bd42f4f982d054be55c687c27202f22
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 217
- Repository last updated
- Aug 13, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- academic-research Repository topic
- claude-code Repository topic
- llm-tools Repository topic
- pptx Repository topic
- zotero Repository topic
- agent Repository topic
- codex Repository topic
- openclaw Repository topic
- opencode Repository topic
- skills Repository topic
- research Derived category
- legal Derived category
- writing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 8,637 bytes_meta.jsonasset · 690 bytesreferences/ai-detection-patterns.mddoc · 10,459 bytesreferences/de-ai-strategies.mddoc · 10,930 bytesreferences/journal-style-db.jsonasset · 4,282 bytesreferences/polish-dimensions.mddoc · 13,282 bytesreferences/word-choice-anti-ai.mddoc · 10,987 bytesscripts/ai_score_estimator.pyruns · 7,096 bytesscripts/tier1_words.pyruns · 731 bytesscripts/validate_polish_output.pyruns · 5,244 bytestemplates/polish-report.mddoc · 2,308 bytestests/golden_cases.jsonasset · 4,660 bytes
No licensed excerpt is available. You can inspect the pinned source.