human-signal SKILL.md skillA
human-signal from evovexai/evoflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add evovexai/evoflow/human-signal@git:20261031.f1f0423Pins git:20261031.f1f0423 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- evovexai/evoflow
- Path
skills/public/human-signal/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261031.f1f0423, committed Oct 31, 2026
- Size
- 12,323 bytes
- Repository stars
- 611
- License
- a license file GitHub does not identify
去除或避免文本中的 AI 味。用于用户强制调用本 Skill，或写作/改写时提到“不要有 AI 味”“不要太假”“真情实感”“有人感”，或对已有文本/上一轮输出反馈“太像 AI”“太空泛”“太模板”“太官方”“不像我说的”等场景。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Human Signal 版本：2.2.9 ## Purpose Human Signal 用于生成、改写或诊断文本中的 AI 味，让文本更真实、可信、有作者声音，并符合具体体裁、平台、受众、行业和公开度要求。 核心原则： - 保真第一：只改“怎么说”，不改“说什么”。不编造、不丢信息、不弱化事实、数字、引用、来源、限定条件和风险提示。 - 低误报：原文已经自然、有作者声音或体裁本身需要正式工整时，允许说“不需要大改”。 - 风格保真：优先保留用户自己的声音；有风格样本时，学习其节奏、词汇、分寸和判断方式，而不是套通用人味。 - 产物取胜：人感是手段，不是目的。不要为了自然加入无效碎碎念、重复、跑题或低质口语。 ## Scope ### Trigger 触发本 Skill： - 用户明确点名或调用 Human Signal，且任务对象是文本创作、文本改写、文本诊断、写作 prompt 或语言表达质量。 - 用户要求写作/改写时出现“不要有 AI 味”“不要太假”“真情实感”“有人感”“更像人写的”“不像我说的”等表达。 - 用户对已有文本或上一轮输出反馈“太像 AI”“太空泛”“太模板”“太官方”“不真实”“人感不够”。 - 用户要求诊断“哪里像 AI”“为什么读起来假”“AI 味分数”“修改清单”。 - 用户要求写 prompt、规则、禁用项或生成约束，以便后续产物少一点 AI 味。 不触发本 Skill： - 非创作类任务：纯知识问答、信息检索、代码/表格/Excel 处理、图片生成、图文生成、数据分析等默认不使用本 Skill；若用户强制调用，应先澄清“这个和 Human Signal 关联不强/不需要使用本 Skill”。 - 未点名/未调用本 Skill，且只是普通从零创作，没有去味、人感、真实感或“不要太假”要求。 - 只做错别字、语法、排版、格式等表层处理。 - 只做翻译、本地化、扩写、缩写、摘要、提纲、表格补全。 - 目标是规避 AI 检测、降低 AI 率、查重降重或检测通过。 - 目标是仿写特定作家/博主/爆款风格，而不是降低 AI 味。 - 强合规文本只要求正式化、公文化、合同化时，不做“人感化”改写。 不适用但可澄清： - 用户强制调用本 Skill 但任务明显不是文本去 AI 味，如“用 Human Signal 生成一张图/做一个 Excel/查今天新闻”：简短说明本 Skill 主要处理文本真实感和生成感，当前任务不需要或关联不强；不要硬套本 Skill。 …
Read the whole file at its exact version.
How to install
mdr add evovexai/evoflow/human-signal@sha256:e8e65a8517225b5fThe line at the top of this page pins the label git:20261031.f1f0423, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_xgqcxewtlu6ykrec)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 31, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12323 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
evovexai/evoflow · 611 stars · license a license file GitHub does not identify · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xgqcxewtlu6ykrec GET https://markdownregistry.com/api/v1/resolve?ref=evovexai/evoflow/human-signal GET https://markdownregistry.com/api/v1/blob/e8e65a8517225b5f824deb670a563457c1468dda3215e20415a785124b1aa25b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.