CommunityManagerAgent / humanizer
AGENTS.md2 starsChanged 5 days agoMITView on GitHub
This file explains how to change Humanizer without breaking its package or prompt. Humanizer is an agent skill written in Markdown. SKILL.md is the prompt that agents read. The repo has no build step. Keep the skill portable. Do not write instructions that limit it to one or two agent tools. Keep SKILL.md and README.md in sync. Use Plain Language in code comments, prompts, documentation, descriptions, validation messages, and progress reports.
11 other projects use a version of this.
Adopted by
Most recently taken up by
- hamzzaqureshi/gravidexword for word, first seen Nov 8, 2026
- antomanc/aginitword for word, first seen Nov 1, 2026
- mahik504/orchestra-workflowword for word, first seen Nov 1, 2026
- Naerelyth/skillshare-repoword for word, first seen Oct 20, 2026
- qu1r0ra/skillsword for word, first seen Oct 20, 2026
- navigotechsolutions-labs/claude-agent-skills-hubword for word, first seen Oct 17, 2026
Other versions11 projects use a version of this.
Word for word · 11
- blader/humanizer★ 63k100% same
- sherifabdlnaby/skills★ 9100% same
- anis-dr/skills★ 3100% same
- antomanc/aginit★ 1100% same
- hamzzaqureshi/gravidex★ 1100% same
- mahik504/orchestra-workflow★ 1100% same
- Naerelyth/skillshare-repo★ 1100% same
- qu1r0ra/skills★ 1100% same
- dorian-akhs/skills★ 0100% same
- navigotechsolutions-labs/claude-agent-skills-hub★ 0100% same
1 more not listed
Edited · 0
None found.
Wrote their own version · 0
None found.
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.
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,774 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository10 other files it gives its agents.
- AGENTS.mdAGENTS.md
- chinese-format-lintSkill
- chinese-grammar-proofreaderSkill
- humanizerSkill
- lieflat-less-ai-toneSkill
- qu-ai-weiSkill
- social-mediaSkill
- video-editingSkill
- wechat-mpSkill
- wechat-writing-styleSkill
The file
Show its rules and text
We split this AGENTS.md into the rules it gives an agent
19 rules. About 0 are common, 13 are distinctive, and 6 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈13
Distinctive · estimate
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 9
Keep the skill portable. Do not write instructions that limit it to one or two agent tools.
- Very specific: line 24
Keep SKILL.md and README.md in sync.
- Very specific: line 27
Version: Keep the same version in SKILL.md under metadata.version, the first CHANGELOG.md heading, .claude-plugin/plugin.json, and …
- Distinctive: line 28
Compatibility: Keep install and use instructions neutral across agents.
- Very specific: line 30
Length: Every word of SKILL.md is read on each use.
- Very specific: line 31
History: Add a short CHANGELOG.md note for any behavior change or non-obvious fix.
- Very specific: line 32
Checks: Before publishing, run python3 scripts/validate-package.py, npx skills add .
- Distinctive: line 36
Use Plain Language in code comments, prompts, documentation, descriptions, validation messages, and progress reports.
- Distinctive: line 39
Use common words and active voice.
- Distinctive: line 40
Keep sentences and paragraphs short.
- Distinctive: line 41
Use one term for the same item.
- Very specific: line 42
Use must for requirements.
- Distinctive: line 43
Use headings, lists, and tables when they help the reader.
- Distinctive: line 44
Remove repeated or unnecessary words.
- Distinctive: line 47
Keep exact identifiers, commands, paths, schema fields, quotations, watched phrases, and behavior-bearing examples.
- Distinctive: line 48
Keep the full technical meaning.
- Distinctive: line 52
Keep the YAML metadata valid.
- Distinctive: line 53
Treat the prompt below the metadata as the product.
- Distinctive: line 54
Prefer a short, clear instruction over another exception or repeated explanation.
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md 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
Guide for agents
This file explains how to change Humanizer without breaking its package or prompt.
What this repo contains
Humanizer is an agent skill written in Markdown. SKILL.md is the prompt that agents read. The repo has no build step.
Keep the skill portable. Do not write instructions that limit it to one or two agent tools.
Key files
SKILL.mdis the source of truth and the repo's only skill file. It contains portable YAML metadata, an account of why AI text sounds the way it does, and numbered patterns grouped in six sections and ordered by strength and frequency.README.mdexplains installation, use, and patterns.CHANGELOG.mdholds the release notes, newest first. Old notes keep the pattern numbers their release used..claude-plugin/plugin.jsondescribes the Claude plugin and points its skill loader at the rootSKILL.md..claude-plugin/marketplace.jsonlets users add this repo as a Claude marketplace..cursor-plugin/plugin.jsondescribes the Cursor plugin. Omit askillspath so Cursor loads the rootSKILL.md.agents/openai.yamlholds the display name, short description, and default prompt for OpenAI-compatible agents.scripts/validate-package.pychecks package files and shared values.
Rules for changes
Keep SKILL.md and README.md in sync.
- Patterns: Patterns are numbered from 1 without gaps, strongest and most frequent first. A new tell earns a pattern only when no existing pattern already implies it; prefer folding it into an existing pattern. If you add, remove, or renumber a pattern, update the README tables, the README section title, and every §reference. The validator derives the count from the headings and checks that README pattern names match them.
- Version: Keep the same version in
SKILL.mdundermetadata.version, the firstCHANGELOG.mdheading,.claude-plugin/plugin.json, and.cursor-plugin/plugin.json. Do not add a top-levelversionfield to the skill. - Compatibility: Keep install and use instructions neutral across agents. Names such as Claude Code, Cursor, OpenCode, and Codex are examples, not limits.
- Description: The plugin manifests use the first sentence of the
SKILL.mddescription. - Length: Every word of
SKILL.mdis read on each use. The validator caps it at 5,500 words; a change that adds words should earn them. - History: Add a short
CHANGELOG.mdnote for any behavior change or non-obvious fix. - Checks: Before publishing, run
python3 scripts/validate-package.py,npx skills add . --list, andclaude plugin validate ..
Writing style
Use Plain Language in code comments, prompts, documentation, descriptions, validation messages, and progress reports.
- Lead with the main point.
- Use common words and active voice.
- Keep sentences and paragraphs short.
- Use one term for the same item.
- Use
mustfor requirements. - Use headings, lists, and tables when they help the reader.
- Remove repeated or unnecessary words.
- Limit acronyms and explain technical terms.
- Avoid double negatives.
- Keep exact identifiers, commands, paths, schema fields, quotations, watched phrases, and behavior-bearing examples.
- Keep the full technical meaning.
Editing the skill
- Keep the YAML metadata valid.
- Treat the prompt below the metadata as the product.
- Prefer a short, clear instruction over another exception or repeated explanation.
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.

