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iFlytek Official Document Proofreading (公文校对) — detect and correct errors in Chinese text including typos, punctuation, word order, factual mistakes, sensitive content, and more (27 error types).
Install Iflytek Text Proofread
$ npx skills add iflytek/iFly-Skills --skill iflytek-text-proofread -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install iflytek/iFly-Skills iflytek-text-proofread --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/iflytek/iFly-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/iflytek-text-proofread .claude/skills/iflytek-text-proofread && 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 "iflytek-text-proofread" agent skill from https://github.com/iflytek/iFly-Skills/tree/main/skills/iflytek-text-proofread into .claude/skills/iflytek-text-proofread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iflytek-text-proofread", 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/iflytek/iFly-Skills/tree/main/skills/iflytek-text-proofreadType 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 iflytek/iFly-Skills --skill iflytek-text-proofread -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install iflytek/iFly-Skills iflytek-text-proofread --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iflytek/iFly-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/iflytek-text-proofread .agents/skills/iflytek-text-proofread && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "iflytek-text-proofread" agent skill from https://github.com/iflytek/iFly-Skills/tree/main/skills/iflytek-text-proofread into .agents/skills/iflytek-text-proofread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iflytek-text-proofread", 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 iflytek/iFly-Skills --skill iflytek-text-proofread -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install iflytek/iFly-Skills iflytek-text-proofread --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iflytek/iFly-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/iflytek-text-proofread .cursor/skills/iflytek-text-proofread && 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 "iflytek-text-proofread" agent skill from https://github.com/iflytek/iFly-Skills/tree/main/skills/iflytek-text-proofread into .cursor/skills/iflytek-text-proofread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iflytek-text-proofread", 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/iflytek/iFly-Skills.git --path skills/iflytek-text-proofread--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 iflytek/iFly-Skills --skill iflytek-text-proofread -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install iflytek/iFly-Skills iflytek-text-proofread --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iflytek/iFly-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/iflytek-text-proofread .gemini/skills/iflytek-text-proofread && 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 "iflytek-text-proofread" agent skill from https://github.com/iflytek/iFly-Skills/tree/main/skills/iflytek-text-proofread into .gemini/skills/iflytek-text-proofread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iflytek-text-proofread", 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 iflytek/iFly-Skills iflytek-text-proofreadInstalls 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 iflytek/iFly-Skills --skill iflytek-text-proofread -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/iflytek/iFly-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/iflytek-text-proofread .github/skills/iflytek-text-proofread && 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 "iflytek-text-proofread" agent skill from https://github.com/iflytek/iFly-Skills/tree/main/skills/iflytek-text-proofread into .github/skills/iflytek-text-proofread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iflytek-text-proofread", 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 iflytek/iFly-Skills --skill iflytek-text-proofread -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install iflytek/iFly-Skills iflytek-text-proofread --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iflytek/iFly-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/iflytek-text-proofread .opencode/skills/iflytek-text-proofread && 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 "iflytek-text-proofread" agent skill from https://github.com/iflytek/iFly-Skills/tree/main/skills/iflytek-text-proofread into .opencode/skills/iflytek-text-proofread/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iflytek-text-proofread", 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
iflytek-text-proofread- GitHub stars
- 209
- Token cost
- ~1.4k tokens
- SKILL.md length
- 353 words
- Files
- 4 (incl. scripts)
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
iFlytek Official Document Proofreading (公文校对) — detect and correct errors in Chinese text including typos, punctuation, word order, factual mistakes, sensitive content, and more (27 error types).
- Works in 2 steps: Create an app at 讯飞控制台 with 公文校对 service… → Set environment variables
- The user wants to proofread
- SKILL.md covers Setup, Usage, Output and Notes, plus 1 more section
- Runs Python scripts from its folder; calls python3; reaches cn-huadong-1.xf-yun.com; needs IFLY_API_KEY and IFLY_API_SECRET
What it does
Iflytek Text Proofread is an agent skill from iflytek/iFly-Skills. iFlytek Official Document Proofreading (公文校对) — detect and correct errors in Chinese text including typos, punctuation, word order, factual mistakes, sensitive content, and more (27 error types). Supports up to 220,000 characters. Use when the user wants to proofread, check, or correct Chinese text, especially official documents. Pure Python stdlib, no pip dependencies.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `README.md`, `_meta.json` and `scripts/text_proofread.py`).
It sits in Writing & Content, covering Copy editing and proofreading. It works with Python. The repository describes itself as: Official collection of iFLYTEK skills for speech, OCR, translation, proofreading, and multimodal AI capabilities. The licence is Apache-2.0.
When your agent uses it
- The user wants to proofread
- Correct Chinese text
- Especially official documents
Example prompts
- “/iflytek-text-proofread”
Requirements
- Python 3
- A credential in IFLY_API_KEY
- A credential in IFLY_API_SECRET
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Create an app at 讯飞控制台 with 公文校对 service enabled
- Set environment variables
What it can do on your machine
Read from SKILL.md and the folder at commit 58dc114. 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
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
cn-huadong-1.xf-yun.com
Also links to:
console.xfyun.cnxfyun.cn
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
IFLY_API_KEYIFLY_API_SECRET
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Iflytek Text Proofread loads about 1.4k tokens when it runs. Until then it costs about 99 tokens; SKILL.md has 353 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); the scripts in this folder are not scanned.
SKILL.md
The full file from iflytek/iFly-Skills at commit 58dc114, republished under its Apache-2.0 licence (© iflytek). 353 words, ~1,447 tokens.
Download SKILL.mdSave it as
.claude/skills/iflytek-text-proofread/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- iflytek-text-proofread
- description
- iFlytek Official Document Proofreading (公文校对) — detect and correct errors in Chinese text including typos, punctuation, word order, factual mistakes, sensitive content, and more (27 error types). Supports up to 220,000 characters. Use when the user wants to proofread, check, or correct Chinese text, especially official documents. Pure Python stdlib, no pip dependencies.
- metadata.homepage
- https://www.xfyun.cn/services/text_proofread
- metadata.openclaw
- {"emoji":"✏️","dimensions":["公文校对","文本纠错"],"user_instructions":["帮我校对这段文字","检查这篇文章有没有错别字","公文纠错"],"requires":{"bins":["python3"],"env":["IFLY_APP_ID","IFLY_API…
ifly-text-proofread
Proofread Chinese text using iFlytek's Official Document Proofreading API (公文校对). Detects 27 types of errors across three categories:
文字标点差错: 错别字、多字、少字、语义重复、语序错误、句式杂糅、标点符号、量词单位、数字差错、句子查重、序号检查
知识性差错: 地理名词、机构名称、专有名词及术语、常识差错、媒体报道禁用词和慎用词
内容导向风险: 涉低俗辱骂、其他敏感内容
Setup
- Create an app at 讯飞控制台 with 公文校对 service enabled
- Set environment variables:
bash export IFLY_APP_ID="your_app_id" export IFLY_API_KEY="your_api_key" export IFLY_API_SECRET="your_api_secret"
Usage
Basic proofreading
python3 scripts/text_proofread.py "第二个百年目标"Read from stdin
echo "我们要加强对蓝球运动的推广" | python3 scripts/text_proofread.py -Read from file
python3 scripts/text_proofread.py --file document.txtOptions
| Flag | Short | Description |
|---|---|---|
text | Text to proofread (use - for stdin) | |
--file | -f | Read text from a file |
--raw | Output decoded JSON response |
Examples
# Proofread a sentence
python3 scripts/text_proofread.py "我国加强蓝球运动的推广力度"
# Proofread a long document from file
python3 scripts/text_proofread.py -f report.txt
# Pipe from clipboard or other tools
pbpaste | python3 scripts/text_proofread.py -
# Raw JSON for debugging
python3 scripts/text_proofread.py --raw "测试文本"Output
- ✅ 无错误 — text passed proofreading with no issues
- 🔍 发现 N 处问题 — lists each error with:
- Error word + category
- Explanation
- Context in the original text
- Position and length
- Suggested action (标记/替换/删除)
- Correction suggestions
Notes
- Max text length: 220,000 characters per request (auto-truncated with warning)
- Auth: HMAC-SHA256 signed URL (host + date + request-line → signature → authorization)
- Endpoint:
POST https://cn-huadong-1.xf-yun.com/v1/private/s37b42a45 - Env vars:
IFLY_APP_ID,IFLY_API_KEY,IFLY_API_SECRET - No pip deps: Uses only Python stdlib (
urllib,hmac,hashlib,json, etc.) - Text is base64-encoded in the request body; response text field is also base64-encoded
常见问题
❓ 错误能力ID对照表
在使用API时，返回的 belongId 字段对应以下错误类型：
| belongId | 说明 | 常见场景 |
|---|---|---|
| 9 | 错别字、词 | 「蓝球」→「篮球」、「的」「地」「得」混淆 |
| 31 | 多字错误 | 「大大大大力」→ 删除多余字 |
| 32 | 少字错误 | 「中国成立」→ 「中华人民共和国成立」 |
| 35 | 语义重复 | 「大力大力发展」→ 语义重复 |
| 34 | 语序错误 | 「很好很强大」→ 「很强大很好」 |
| 39 | 量和单位差错 | 「3斤米」→ 「3公斤米」 |
| 36 | 数字差错 | 「第十几个」→ 数据不一致 |
| 20 | 句式杂糅 | 「原因是由于...」→ 句式杂糅 |
| 21 | 标点符号差错 | 顿号逗号混用、书名号错误 |
| 24 | 句子查重 | 文档内部重复句子 |
| 119 | 重要讲话引用 | 领导人讲话用词规范 |
| 123 | 地理名词 | 省市区名称、行政区划 |
| 19 | 机构名称 | 党政机关、企事业单位名称 |
| 124 | 专有名词及术语 | 专业术语、科技术语 |
| 122 | 媒体报道禁用词 | 敏感词、违规词检测 |
| 6 | 常识差错 | 明显与事实不符的内容 |
| 111 | 涉低俗辱骂 | 低俗内容、辱骂词汇 |
| 118 | 其他敏感内容 | 各类敏感信息检测 |
Show full SKILL.md (126 more words)Show less
🔧 出现错误怎么办？— 用户视角引导
1️⃣ 收到错误响应不要慌～ (´▽`)
- 首先检查：环境变量
IFLY_APP_ID、IFLY_API_KEY、IFLY_API_SECRET是否都设置好了呢？ฅ•̀∀•́ฅ - 然后看这里：
- 返回的
code字段：0= 成功，其他 = 失败 (详见下文错误码表) - 响应里的
data字段包含检测结果，message字段有详细说明哦～
- 返回的
2️⃣ 常见错误码一览 ✧(•̀ω•́)✧
| code | 说明 | 解决方法 |
|---|---|---|
| 0 | 成功 | 完美！继续使用吧～ ✨ |
| 101 | 参数缺失 | 快检查一下 text 参数有没有传呀？ |
| 102 | 参数无效 | 文本内容有问题，看看是不是太长了（≤220000字符）？ |
| 103 | 请求超长 | 文本太长了啦！分段处理试试吧～ |
| 104 | 超过并发 | 访问太频繁啦，休息一下再试试呗～ ⏳ |
| 105 | 无配额 | 配额用完了...去讯飞控制台看看还能不能用吧 (｡•́︿•̀｡) |
| 106 | 无产品权限 | 还没开通公文校对服务哦！去 讯飞控制台 开通一下吧～ |
| 107 | 授权失败 | API密钥可能过期或错误，检查一下环境变量吧！ |
| 108 | 模型加载失败 | 服务端问题，稍后再试一次吧～ |
3️⃣ 解析结果好迷茫？来，手把手教你～ (｡･ω･｡)
返回的 detail 数组里每个元素代表一个错误，来看看怎么读懂它：
detail[i].word → 错误的内容是什么
detail[i].type → 错误类型ID（对应上面的对照表哦）
detail[i].position → 错误开始位置（从0开始计数）
detail[i].length → 错误内容的长度
detail[i].suggestion → 纠错建议
detail[i].ruleName → 具体触发的规则名称📍 小技巧：想知道错误在哪里结束吗？position + length 就是结束位置啦！这样就可以精准定位错误咯～
💡 常见问题解答
Q1: 公文校对与文本纠错、文本合规有哪些区别？
A: 文本纠错主要偏向通用领域（如写作、出版）文本进行纠错，公文校对在公文写作使用等领域效果更佳，同时也适合通用领域～ 文本合规对各类场景风险拦截更全面哦！(`･ω･´)ゞ
Q2: 公文校对的position仅标记开始位置，结束位置怎么计算呢？
A: 超简单的啦！讯飞已经给了 position 和 length，用 position + length 就是对应错误词在文本中的结束位置咯～ ✧٩(ˊᗜˋ*)و✧
Q3: 公文校对的文本有什么要求吗？
A: 有的呢～ 原请求的校对文本：
- ✨ 不能为空
- ✨ 不能超过 220,000个字符
- ✨ 汉字、英文字符、数字、标点都算做一个字符哦！
💡 小提示：如果文本太长，建议拆分成多条请求处理，这样效果会更好呀～
Q4: 为什么返回的结果是空的呀？(｡•́︿•̀｡)
A: 可能的原因：
- 文本太短，没有检测到错误（这是好事！说明文本很棒棒～）
- API调用失败了，检查一下
code是不是 0 呢
- API调用失败了，检查一下
- 网络波动导致的，再试一次看看吧！
Q5: 如何开通或购买服务？
A: 去讯飞官方平台就好啦～
🎉 使用小贴士
- 批量处理：长文本可以拆分成多条请求，结果合并起来就好啦～
- 实时反馈：可以配合编辑器插件，实现输入即校对功能哦！
- 错误分类：利用
belongId统计各类错误数量，方便针对性修改～
📚 更多资源
祝大家校对顺利！有问题随时来问哦～ (´▽`)ﾉ 💕
© iflytek, Apache-2.0. 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 3 other files (scripts) in skills/iflytek-text-proofread of iflytek/iFly-Skills.
- SKILL.md
- README.md
- _meta.json
- scripts/text_proofread.py
Open the folder on GitHubat commit 58dc114
Compare with similar skills
Iflytek Text Proofread 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 |
|---|---|---|---|---|---|---|
| Iflytek Text Proofread this skilliflytek/iFly-Skills | 209 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| AIGC Detection Rate Reducerxiaofenggan01/aigc-reduce | 612 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Chinese Official Document QAzhaohui-yang/official-document-drafting | 139 | — | ~466 | Automated safety check: Pass | Custom licence | |
| WeChat Article Compliance Revieweraiworkskills/wechat-article-skills | 665 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Visual Auditpedrohcgs/claude-code-my-workflow | 1.6k | — | ~651 | Automated safety check: Notes | MIT | |
| User-Facing Text Cleanupguillaumemeyer/watermarks-remover | 23k | — | ~3.5k | Automated safety check: Pass | MIT |
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Visual Audit
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Adversarial visual-layout audit of a Quarto .qmd or Beamer .tex deck.
User-Facing Text Cleanup
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Audits prose for invisible Unicode characters and rewrites it while keeping facts, citations, code and required disclosures unchanged and the writer's voice intact.
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iflytek/iFly-Skills
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Iflytek Contract Intelligence Review
iflytek/iFly-Skills
A skill your agent uses when user asks to review contracts, detect contract risks, or perform compliance checks.
Iflytek Hyper Tts
iflytek/iFly-Skills
A skill your agent uses when user asks to synthesize speech, convert text to audio, or read text aloud.
Iflytek Image Understanding
iflytek/iFly-Skills
A skill your agent uses when user asks to analyze an image, describe image contents, or answer questions about a picture.
Iflytek OCR Invoice
iflytek/iFly-Skills
A skill your agent uses when user asks to recognize invoices, extract receipt data, or OCR bills and tickets.
Iflytek PDF Image OCR
iflytek/iFly-Skills
ifly-pdf-image-ocr skill supporting both image OCR (AI-powered LLM OCR) and PDF document recognition.
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Questions about Iflytek Text Proofread
What does Iflytek Text Proofread do?
iFlytek Official Document Proofreading (公文校对) — detect and correct errors in Chinese text including typos, punctuation, word order, factual mistakes, sensitive content, and more (27 error types). Iflytek Text Proofread is an agent skill from iflytek/iFly-Skills. iFlytek Official Document Proofreading (公文校对) — detect and correct errors in Chinese text including typos, punctuation, word order, factual mistakes, sensitive content, and more (27 error types).
When should I use Iflytek Text Proofread?
Iflytek Text Proofread fits situations like: the user wants to proofread; correct Chinese text; especially official documents.
How do I install Iflytek Text Proofread in Claude Code?
Run `npx skills add iflytek/iFly-Skills --skill iflytek-text-proofread -a claude-code`. Or copy the skill folder (skills/iflytek-text-proofread in iflytek/iFly-Skills) into .claude/skills/iflytek-text-proofread in your project. Claude Code loads it when a task matches its description.
How do I install Iflytek Text Proofread in Codex?
Run `npx skills add iflytek/iFly-Skills --skill iflytek-text-proofread -a codex`. Or copy the skill folder (skills/iflytek-text-proofread in iflytek/iFly-Skills) into .agents/skills/iflytek-text-proofread in your project. Codex loads it when a task matches its description.
Can I use Iflytek Text Proofread 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 iflytek/iFly-Skills --skill iflytek-text-proofread -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/iflytek-text-proofread, .gemini/skills/iflytek-text-proofread, .github/skills/iflytek-text-proofread and .opencode/skills/iflytek-text-proofread in your project.
What does Iflytek Text Proofread need to run?
Going by SKILL.md and its folder, Iflytek Text Proofread needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named IFLY_API_KEY and IFLY_API_SECRET. Our summary lists: Python 3; A credential in IFLY_API_KEY; A credential in IFLY_API_SECRET.
Does Iflytek Text Proofread access the network?
SKILL.md names 3 domains. In commands or code: cn-huadong-1.xf-yun.com; the agent is likely to contact it when it follows the instructions. As links in the text: console.xfyun.cn and xfyun.cn. This is read from the text; nothing was executed.
Is Iflytek Text Proofread 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Iflytek Text Proofread use?
Iflytek Text Proofread is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Iflytek Text Proofread use?
About 1.4k tokens (SKILL.md is roughly 5.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Iflytek Text Proofread?
Skills that share tags, products or a category with Iflytek Text Proofread: AIGC Detection Rate Reducer (xiaofenggan01/aigc-reduce, 612 stars), Chinese Official Document QA (zhaohui-yang/official-document-drafting, 139 stars), WeChat Article Compliance Reviewer (aiworkskills/wechat-article-skills, 665 stars) and Visual Audit (pedrohcgs/claude-code-my-workflow, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Iflytek Text Proofread?
iflytek (a GitHub organization) maintains it in iflytek/iFly-Skills, which has 209 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 7, 2026.
Source: iflytek/iFly-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.