humanize
Skill1.7k starsChanged 6 days agoMITView on GitHub
Read-only audit of `.tex`, `.qmd`, or `.md` text for AI-voice tells — boilerplate transitions ("Moreover", "Furthermore", "It is important to note that"), AI-cliché lexicon ("delve", "navigate the complexities", "tapestry", "robust framework"), em-dash overuse, symmetric paragraph shapes, tricolon abuse, hedging stacking, "not only X but also Y" frames, and formulaic openers. Produces a report; does NOT rewrite. Use when user says "humanize", "does this sound like AI?", "check for AI tells", "de-AI this draft", "remove AI voice", "audit my prose for sycophancy", or before journal submission / posting a working paper.
74 other projects use a version of this.
Adopted by
Steady: 0 new projects took it in the last 4 weeks, none the 4 weeks before.thin data
Most recently taken up by
- jmusick/skillstheir own version, first seen Nov 8, 2026
- Nossie/humanizetheir own version, first seen Nov 8, 2026
- droxey/skillstheir own version, first seen Nov 8, 2026
- lalulali/vespyrtheir own version, first seen Nov 6, 2026
- angusfretwell/skillstheir own version, first seen Nov 4, 2026
- raymondware/scribetheir own version, first seen Nov 1, 2026
Who's talking about pedrohcgs/claude-code-my-workflow
- @tom-doerr.bsky.social“https://github.com/pedrohcgs/claude-code-my-workflow”Bluesky · Apr 9, 2026 · 1 likes
- sudosubin/agents.nix“agent-skills.github.pedrohcgs.claude-code-my-workflow: 2.9.1 → 2.9.2”GitHub · Nov 8, 2026
- sudosubin/agents.nix“agent-skills.github.pedrohcgs.claude-code-my-workflow: 2.9.0 → 2.9.1”GitHub · Nov 7, 2026
- sudosubin/agents.nix“agent-skills.github.pedrohcgs.claude-code-my-workflow: 2.6.0 → 2.9.0”GitHub · Nov 7, 2026
- SamyakJhaveri/loam“factory: reviewer findings quote their cited source, and a quote missing from it leaves the finding unresolved”GitHub · Oct 30, 2026
The biggest 5 of 16 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 16
Talked about on GitHub and Bluesky (16 times).
On GitHub · 14
- Nov 8, 2026agent-skills.github.pedrohcgs.claude-code-my-workflow: 2.9.1 → 2.9.2 — sudosubin/agents.nix0 reactions
- Nov 7, 2026agent-skills.github.pedrohcgs.claude-code-my-workflow: 2.9.0 → 2.9.1 — sudosubin/agents.nix0 reactions
- Nov 7, 2026agent-skills.github.pedrohcgs.claude-code-my-workflow: 2.6.0 → 2.9.0 — sudosubin/agents.nix0 reactions
- Oct 30, 2026factory: reviewer findings quote their cited source, and a quote missing from it leaves the finding unresolved — SamyakJhaveri/loam0 reactions
- Oct 16, 2026[Candidate] pedrohcgs/claude-code-my-workflow - large collection (61 SKILL.md files) — ProSkillsMD/proskills0 reactions · 1 comment
9 more on GitHub
- Oct 3, 2026agent-skills.github.pedrohcgs.claude-code-my-workflow: init at 2.6.0 — sudosubin/agents.nix0 reactions
- Sep 1, 2026Dead links in README.md — neverbiasu/awesome-research-skills0 reactions
- Aug 31, 2026Dead links in README.md — neverbiasu/awesome-research-skills0 reactions
- Aug 24, 2026Dead links in README.md — neverbiasu/awesome-research-skills0 reactions
- Jul 28, 2026Add resource: My Claude Code Setup — hesreallyhim/awesome-claude-code0 reactions
- Jul 28, 2026[Resource]: My Claude Code Setup — hesreallyhim/awesome-claude-code0 reactions · 3 comments
- Jul 4, 2026Evolve memorize/ums toward a memory-promotion-gate model — Morrison-Lab/ai-config0 reactions · 1 comment
- Jul 4, 2026Add a checkpoint/compress-session context-continuity pair, distinct from handoff — Morrison-Lab/ai-config0 reactions · 1 comment
- Jul 4, 2026Add a permission-check skill: diagnose why Claude Code is/isn't prompting for permission — Morrison-Lab/ai-config0 reactions · 1 comment
On Bluesky · 2
- Apr 9, 2026https://github.com/pedrohcgs/claude-code-my-workflow — @tom-doerr.bsky.social1 likes and repost
- Apr 22, 2026What about lecture slides and peer review? 🥴 github.com/pedrohcgs/cl... — @jbenmenachem.com0 likes and reposts · 1 reply
Used with
Projects with it also use humanize-redo, humanize-korean and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
dawn840705Skillhumanize-redo
가장 최근 윤문 결과를 2차로 다시 다듬는다 — 특정 카테고리·문단·강도 조정도 가능. humanize-korean 의 윤문 콜을 기존 run_id 에 재실행해 잔존 finding 을 처리한다. 트리거 — "$humanize-redo". **명시적 슬래시 호출 전용** — 자연어 후속 요청은 `humanize-korean` 오케스트레이터가 받는다.
Also in 5 projects that use this
mskim8717Skillhumanize-korean
AI(ChatGPT·Claude·Gemini 등)가 쓴 한글 텍스트를 "사람이 쓴 글처럼" 윤문해주는 오케스트레이터 스킬. 번역투·영어 인용 과다·기계적 병렬·관용구·피동태 남용·접속사 남발·리듬 균일성·이모지/불릿 과다 등 10대 카테고리 40+ AI 티 패턴을 탐지·분류해 내용은 한 글자도 건드리지 않고 문체·리듬·표현만 자연스러운 한국어로 재작성한다. 트리거 — "AI 티 없애줘", "AI 같은 글 자연스럽게", "GPT/ChatGPT 문체", "AI 번역투 고쳐", "사람이 쓴 것처럼 윤문", "AI 윤문", "ChatGPT 티 제거", "한글 AI 탐지·윤문", "AI 글 사람처럼", "번역투 제거", "영어 인용 많은 글 윤문", "AI 글 티 안 나게", "휴머나이저", "humanize Korean", "AI detector bypass 한글". 후속 작업 — "특정 카테고리만 다시", "윤문 강도 조정", "장르 바꿔서", "이 문단만", "2차 윤문" 도 모두 이 스킬. 단순 맞춤법·오탈자 교정은 직접 처리, 번역은 번역 스킬, 내용 추가·삭제를 동반한 재작성은 별도 집필 스킬.
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Structured performance profiling workflow. Identifies bottlenecks, measures against budgets, and generates optimization recommendations with priority rankings.
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Rayan55050Skillcontent
Создание контента: посты, статьи, тексты
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insight68Skillpricing
Help figure out pricing for a product or service using minimalist entrepreneur principles. Use when someone is setting prices, considering price changes, or struggling with what to charge.
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ElasticSkillcreate-skill
Interactively create a new Claude Code skill and add it to the elastic-docs-skills catalog. Use when the user wants to generate a new skill, scaffold a slash command, or build automation for docs tasks.
Also in 5 projects that use this
Other versions74 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 74
- epoko77-ai/im-not-ai★ 6ksame name
- PolyArch/humanize★ 1.5ksame name
- cwinvestments/memstack★ 425same name
- Mathews-Tom/armory★ 340same name
- whawkinsiv/solo-founder-skills★ 260same name
- whawkinsiv/claude-code-skills★ 258same name
- c-kick/hnl-agent-skills★ 56same name
- tzengyuxio/skills★ 45same name
- amondnet/yoonmoon★ 17same name
- dawn840705/codex-code-studios★ 17same name
64 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 repository106 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- adjudicate-reviewSkill
- audit-reproducibilitySkill
- blast-radiusSkill
- capture-environmentSkill
- coauthor-briefSkill
- commitSkill
- compile-latexSkill
- create-lectureSkill
- credible-claimsSkill
- data-analysisSkill
- data-management-planSkill
- deploySkill
- devils-advocateSkill
- diagnoseSkill
- differential-auditSkill
- disclosure-checkSkill
- extract-tikzSkill
- grant-proposalSkill
- interview-meSkill
- issuesSkill
- lit-reviewSkill
- new-diagramSkill
- pedagogy-reviewSkill
- power-analysisSkill
- preregisterSkill
- proofreadSkill
- replication-packageSkill
- research-ideationSkill
- respond-to-evalSkill
- respond-to-refereesSkill
- review-rSkill
- r-package-checkSkill
- scaffold-exercisesSkill
- simulation-studySkill
- stata-replicationSkill
- submission-disclosuresSkill
- syllabusSkill
- teach-from-paperSkill
- validate-bibSkill
- verify-artifactSkill
- verifySkill
- visual-auditSkill
- adjudicate-reviewSkill
- audit-reproducibilitySkill
- blast-radiusSkill
- capture-environmentSkill
- challengeSkill
- checkpointSkill
- coauthor-briefSkill
- commitSkill
- compile-latexSkill
- compress-sessionSkill
- context-statusSkill
- create-lectureSkill
- credible-claimsSkill
- data-analysisSkill
- data-management-planSkill
- deep-auditSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 64 edited versions we read keep these.
2
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 10
Read that file now and follow it, with the files it points to.
- Distinctive: line 20
Fresh context: If the step needs a context that has not seen your work, for example a claim verifier that must never see the draft, run it …
“Common” is measured: kept by at least 6 in 10 of the 64 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
<!-- Generated by scripts/sync-agent-skills.py from .claude/skills/humanize/SKILL.md. Do not edit: change the source and re-run the script. -->humanize
This skill's instructions live in .claude/skills/humanize/SKILL.md.
Read that file now and follow it, with the files it points to. Read AGENTS.md
first if you have not already.
It was written for Claude Code. Running it from Codex, Antigravity or another agent:
- Arguments. Where it says
$ARGUMENTS, use what the user asked for. - Claude Code agents. Where a step hands work to an agent in
.claude/agents/(through theAgentorTasktool), do that step where it appears in the procedure: never later, and never skip it. A step that gates what follows still gates it (/commitruns its verifier before it commits). Read the agent's file for what the step checks. - Fresh context. If the step needs a context that has not seen your work, for example a claim
verifier that must never see the draft, run it in a separate session or worker that has not
seen the draft, if your tool can start one, and give it only what the step says to pass. If it
cannot, do the step yourself, mark every result it produced not independently verified, and
tell the user to repeat that check in Claude Code (
/verify-claimsfor citations) before relying on it. - Claude Code settings.
allowed-tools,model,effort,argument-hintanddisable-model-invocationin the source's frontmatter configure Claude Code. Ignore them. - Guards. Claude Code's guard hooks do not run for you. Follow the rules in
AGENTS.mdyourself; the git pre-commit gate and CI still apply to your commits.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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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.

