Humanizer
Azure-Samples/interview-coach-agent-framework
Remove signs of AI-generated writing from text. An agent skill from Azure-Samples/interview-coach-agent-framework.
5 维度质量评审和 Anti-Slop 检测框架，用于确保设计产出达到品牌级水准. An agent skill from ReJeCtAll/ExpertTeam-Codex.
Install Quality Review
$ npx skills add ReJeCtAll/ExpertTeam-Codex --skill quality-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ReJeCtAll/ExpertTeam-Codex quality-review --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ReJeCtAll/ExpertTeam-Codex.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/quality-review .claude/skills/quality-review && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "quality-review" agent skill from https://github.com/ReJeCtAll/ExpertTeam-Codex/tree/main/.codex/skills/quality-review into .claude/skills/quality-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quality-review", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ReJeCtAll/ExpertTeam-Codex/tree/main/.codex/skills/quality-reviewType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ReJeCtAll/ExpertTeam-Codex --skill quality-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ReJeCtAll/ExpertTeam-Codex quality-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ReJeCtAll/ExpertTeam-Codex.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/quality-review .agents/skills/quality-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "quality-review" agent skill from https://github.com/ReJeCtAll/ExpertTeam-Codex/tree/main/.codex/skills/quality-review into .agents/skills/quality-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quality-review", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ReJeCtAll/ExpertTeam-Codex --skill quality-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ReJeCtAll/ExpertTeam-Codex quality-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ReJeCtAll/ExpertTeam-Codex.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/quality-review .cursor/skills/quality-review && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "quality-review" agent skill from https://github.com/ReJeCtAll/ExpertTeam-Codex/tree/main/.codex/skills/quality-review into .cursor/skills/quality-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quality-review", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ReJeCtAll/ExpertTeam-Codex.git --path .codex/skills/quality-review--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ReJeCtAll/ExpertTeam-Codex --skill quality-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ReJeCtAll/ExpertTeam-Codex quality-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ReJeCtAll/ExpertTeam-Codex.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/quality-review .gemini/skills/quality-review && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "quality-review" agent skill from https://github.com/ReJeCtAll/ExpertTeam-Codex/tree/main/.codex/skills/quality-review into .gemini/skills/quality-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quality-review", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ReJeCtAll/ExpertTeam-Codex quality-reviewInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ReJeCtAll/ExpertTeam-Codex --skill quality-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ReJeCtAll/ExpertTeam-Codex.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/quality-review .github/skills/quality-review && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "quality-review" agent skill from https://github.com/ReJeCtAll/ExpertTeam-Codex/tree/main/.codex/skills/quality-review into .github/skills/quality-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quality-review", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ReJeCtAll/ExpertTeam-Codex --skill quality-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ReJeCtAll/ExpertTeam-Codex quality-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ReJeCtAll/ExpertTeam-Codex.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/quality-review .opencode/skills/quality-review && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "quality-review" agent skill from https://github.com/ReJeCtAll/ExpertTeam-Codex/tree/main/.codex/skills/quality-review into .opencode/skills/quality-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quality-review", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
quality-review- GitHub stars
- 113
- Used in
- 1 other repo
- Token cost
- ~139 tokens
- SKILL.md length
- 46 words
- Files
- 3 (incl. references)
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- MIT
At a glance
5 维度质量评审和 Anti-Slop 检测框架，用于确保设计产出达到品牌级水准. An agent skill from ReJeCtAll/ExpertTeam-Codex.
- Works in 5 steps: 读取待审查的原型文件 → 执行 5 维度评分（每维度 1-5 分） → 执行 Anti-Slop 检测（P0/P1/P2 分级） → …
- Tasks that involve Humanizing AI text
- SKILL.md covers 功能说明, 参考资料, 评审流程 and 通过标准, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Quality Review is an agent skill from ReJeCtAll/ExpertTeam-Codex. 5 维度质量评审和 Anti-Slop 检测框架，用于确保设计产出达到品牌级水准。 包含评审标准、检测清单、评分规则和修复建议模板。 触发词：质量审查、评审、Anti-Slop、检测、评分、门控
Its SKILL.md is about 140 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/anti-slop-checklist.md` and `references/critique-5d-rubric.md`).
It sits in Writing & Content, covering Humanizing AI text. The repository describes itself as: 一套可直接安装到 ~/.codex 的专家配置，面向 Codex CLI / Codex App 桌面版的 Skill 调用方式 提供 3 个专家团、3 个单专家与 1 个总路由入口。 The licence is MIT.
When your agent uses it
- Tasks that involve Humanizing AI text
Example prompts
- “/quality-review”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 读取待审查的原型文件
- 执行 5 维度评分（每维度 1-5 分）
- 执行 Anti-Slop 检测（P0/P1/P2 分级）
- 生成结构化审查报告
- 给出通过/修正/重做结论
What it can do on your machine
Read from SKILL.md and the folder at commit 59c573b. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Quality Review loads about 139 tokens when it runs, and up to ~2.4k if it reads all its reference files. Until then it costs about 28 tokens; SKILL.md has 46 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from ReJeCtAll/ExpertTeam-Codex at commit 59c573b, republished under its MIT licence (© ReJeCtAll). 46 words, ~139 tokens.
Download SKILL.mdSave it as
.claude/skills/quality-review/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- quality-review
- description
- 5 维度质量评审和 Anti-Slop 检测框架，用于确保设计产出达到品牌级水准。 包含评审标准、检测清单、评分规则和修复建议模板。 触发词：质量审查、评审、Anti-Slop、检测、评分、门控
质量审查框架
功能说明
提供标准化的设计质量评审流程，包含 5 维度评分体系和 Anti-Slop 检测清单，确保所有设计产出达到品牌级质量标准。
参考资料
- @references/anti-slop-checklist.md — Anti-Slop 完整检测清单
- @references/critique-5d-rubric.md — 5 维度评审详细评分标准
评审流程
- 读取待审查的原型文件
- 执行 5 维度评分（每维度 1-5 分）
- 执行 Anti-Slop 检测（P0/P1/P2 分级）
- 生成结构化审查报告
- 给出通过/修正/重做结论
通过标准
- 5 维度每个维度 ≥ 3 分
- P0 问题数 = 0
- P1 问题数 ≤ 3
输出格式
生成标准化的审查报告 Markdown，含评分表、问题清单和修复建议。
© ReJeCtAll, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 2 other files (references) in .codex/skills/quality-review of ReJeCtAll/ExpertTeam-Codex.
- SKILL.md
- references/anti-slop-checklist.md
- references/critique-5d-rubric.md
Open the folder on GitHubat commit 59c573b
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in ReJeCtAll/ExpertTeam-Codex, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Quality Review next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Quality Review this skillReJeCtAll/ExpertTeam-Codex | 113 | 1 repos | ~139 | Automated safety check: Pass | MIT | |
| HumanizerAzure-Samples/interview-coach-agent-framework | 172 | 37 repos | ~5.8k | Automated safety check: Pass | MIT | |
| Avoid AI Writingconorbronsdon/avoid-ai-writing | 4.9k | 3 repos | ~8.1k | Automated safety check: Pass | MIT | |
| User-Facing Text Cleanupguillaumemeyer/watermarks-remover | 24k | — | ~3.5k | Automated safety check: Pass | MIT | |
| Install Anti Sloptrycompai/crm | 11k | 1 repos | ~881 | Automated safety check: Pass | MIT | |
| Stop SlopXe/site | 732 | 8 repos | ~423 | Automated safety check: Pass | MIT |
Similar skills
- Official
Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
User-Facing Text Cleanup
guillaumemeyer/watermarks-remover
Audits prose for invisible Unicode characters and rewrites it while keeping facts, citations, code and required disclosures unchanged and the writer's voice intact.
Install Anti Slop
trycompai/crm
Install and configure the anti-slop Oxlint plugin in a local TypeScript or JavaScript repository.
Stop Slop
Xe/site
Remove AI writing patterns from prose. An agent skill from Xe/site.
Chinese Text Humanizer
op7418/Humanizer-zh
Edits Chinese articles, comments and documents to remove filler, repetition and template phrasing while keeping the facts, the level of certainty and the author's voice.
More from ReJeCtAll/ExpertTeam-Codex
All 12 skills in this repoProduct Playbook
ReJeCtAll/ExpertTeam-Codex
产品战略团队完整手册。覆盖需求文档撰写、路线图管理、竞品分析、用户研究综合、指标评审、Sprint规划、干系人沟通和产品头脑风暴全流程。当涉及任何产品管理相关的请求时自动触发。
Expert Database
ReJeCtAll/ExpertTeam-Codex
数据库优化专家入口。用于 Codex CLI 的 $expert-database 调用. An agent skill from ReJeCtAll/ExpertTeam-Codex.
Expert Design
ReJeCtAll/ExpertTeam-Codex
设计原型专家团入口。用于 Codex CLI 的 $expert-design 调用. An agent skill from ReJeCtAll/ExpertTeam-Codex.
Expert Ops
ReJeCtAll/ExpertTeam-Codex
基础设施运维专家入口。用于 Codex CLI 的 $expert-ops 调用. An agent skill from ReJeCtAll/ExpertTeam-Codex.
Expert Product
ReJeCtAll/ExpertTeam-Codex
产品战略团队专家团入口。用于 Codex CLI 的 $expert-product 调用. An agent skill from ReJeCtAll/ExpertTeam-Codex.
Expert Security
ReJeCtAll/ExpertTeam-Codex
安全专家入口。用于 Codex CLI 的 $expert-security 调用. An agent skill from ReJeCtAll/ExpertTeam-Codex.
Related
Categories
Questions about Quality Review
What does Quality Review do?
5 维度质量评审和 Anti-Slop 检测框架，用于确保设计产出达到品牌级水准. An agent skill from ReJeCtAll/ExpertTeam-Codex. Quality Review is an agent skill from ReJeCtAll/ExpertTeam-Codex.
When should I use Quality Review?
Quality Review fits situations like: tasks that involve Humanizing AI text.
How do I install Quality Review in Claude Code?
Run `npx skills add ReJeCtAll/ExpertTeam-Codex --skill quality-review -a claude-code`. Or copy the skill folder (.codex/skills/quality-review in ReJeCtAll/ExpertTeam-Codex) into .claude/skills/quality-review in your project. Claude Code loads it when a task matches its description.
How do I install Quality Review in Codex?
Run `npx skills add ReJeCtAll/ExpertTeam-Codex --skill quality-review -a codex`. Or copy the skill folder (.codex/skills/quality-review in ReJeCtAll/ExpertTeam-Codex) into .agents/skills/quality-review in your project. Codex loads it when a task matches its description.
Can I use Quality Review in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ReJeCtAll/ExpertTeam-Codex --skill quality-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/quality-review, .gemini/skills/quality-review, .github/skills/quality-review and .opencode/skills/quality-review in your project.
What does Quality Review need to run?
SKILL.md names no scripts, command-line tools or credentials: Quality Review is instructions for the agent only.
Does Quality Review access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Quality Review safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Quality Review use?
Quality Review is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Quality Review use?
About 139 tokens (SKILL.md is roughly 556 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.3k tokens, read only when the agent opens those files.
What are the alternatives to Quality Review?
Skills that share tags, products or a category with Quality Review: Humanizer (Azure-Samples/interview-coach-agent-framework, 172 stars), Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars), User-Facing Text Cleanup (guillaumemeyer/watermarks-remover, 24k stars) and Install Anti Slop (trycompai/crm, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Quality Review?
ReJeCtAll (a GitHub user) maintains it in ReJeCtAll/ExpertTeam-Codex, which has 113 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on July 8, 2026.
Source: ReJeCtAll/ExpertTeam-Codex on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.