doubao-human-signal

Rewrites and diagnoses text to remove AI-style patterns while preserving facts and author voice.

2|Updated Aug 9, 2026
One-click install
npx skills add https://github.com/DeepJH/doubao-skill-and-info --skill doubao-human-signal-deepjh
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: doubao-human-signal
Source: https://github.com/DeepJH/doubao-skill-and-info/tree/main/skills/doubao-human-signal
Command: npx skills add https://github.com/DeepJH/doubao-skill-and-info --skill doubao-human-signal-deepjh

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? AI-generated or AI-assisted text often reads as templated, vague, overly balanced, or emotionally hollow, which undermines credibility with readers. This Skill diagnoses where the "AI flavor" comes from and rewrites text so it sounds like a specific person writing for a specific context, without changing facts, numbers, sources, or meaning. ## Core Features & Use Cases - Six-layer diagnosis: Locates problems at the viewpoint, structure, expression, material, narrative, emotion, or context-mismatch layer instead of just swapping words. - Context-aware rewriting: Adapts output by genre (reports, emails, film reviews, personal letters), platform (Xiaohongshu, WeChat, Zhihu, Bilibili), audience, industry, and publicity level, with a built-in scoring gate before delivery. - Fidelity guardrails: Never fabricates experiences, data, quotes, or testimonials; preserves numbers, citations, and risk disclaimers; refuses AI-detection evasion requests. - Use Case: A user pastes a work report full of phrases like "continuously advanced" and "optimized processes" and says it sounds too AI. The Skill rewrites it with concrete actions, blockers, and next steps while keeping every fact intact. ## Quick Start Rewrite this text so it sounds less like AI and more like a real person, keeping all facts and numbers unchanged.

Frequently Asked Questions about doubao-human-signal

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI-generated text sound more human?

Provide the text and ask for a rewrite that removes AI flavor. The Skill diagnoses the root cause layer, such as structure, material, or emotion, then rewrites with concrete details, real judgment, and appropriate rhythm while preserving all facts.

How to write Xiaohongshu posts that do not sound like ads?

Start from a real usage problem instead of product definitions, include before-and-after comparisons, state who it suits and who it does not, and keep the platform's title, scannable structure, and tags. Avoid slogan-style language and forced lifestyle elevation.

Can this Skill help bypass AI detection tools?

No. Requests to lower AI detection rates or evade detectors are refused. The Skill instead improves genuine writing quality by adding personal judgment, real evidence, and proper citations, which is a different goal from detection evasion.

Does rewriting change the facts or numbers in my text?

No. Information fidelity is a hard requirement scored at 5/5 before delivery. Numbers, sources, citations, qualifiers, and risk statements are preserved, and the Skill never fabricates experiences, data, quotes, or user testimonials.

When should I not use this Skill for a writing task?

Do not use it for pure translation, grammar fixes, formatting, summarization, expansion, formalization into legal or official documents, or imitating a specific writer's style. Those tasks have different goals, and the Skill will clarify the mismatch before proceeding.