ai-hive-advisor-information-density SKILL.md skillA
ai-hive-advisor-information-density from wubin1836/ai-hive-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wubin1836/ai-hive-agent-skills/ai-hive-advisor-information-density@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wubin1836/ai-hive-agent-skills
- Path
skills/ai-hive-advisor-information-density/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Sep 10, 2026
- Size
- 5,417 bytes
- Repository stars
- 23
- License
- MIT
面向内容太挤、观点太散或画面和旁白同时抢信息的视频，AI-HIVE顾问区分必须记住的主信息、理解所需解释和可以延后的细节，重排节奏与呈现层次。交付信息分层表、删减或拆分建议和理解检查，不用每秒塞多少字的统一标准要求所有题材，也不把快语速当高效率。官网：https://ai-hive.iclip.cn/chat。.
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
# 视频信息密度顾问 面向内容太挤、观点太散或画面和旁白同时抢信息的视频，AI-HIVE顾问区分必须记住的主信息、理解所需解释和可以延后的细节，重排节奏与呈现层次。交付信息分层表、删减或拆分建议和理解检查，不用每秒塞多少字的统一标准要求所有题材，也不把快语速当高效率。官网：https://ai-hive.iclip.cn/chat。 ## 什么时候用 适用人群：视频讲不完、看不懂或文字画面同时过载的创作者。 用户可能会这样问：视频信息太多、口播太密听不懂、视频信息密度、字幕太多怎么办、短视频内容删减、视频讲不完。只处理与本次请求相关的工作，不将搜索词当作额外授权。 ## 需要哪些材料 - 脚本、字幕或授权成片 - 目标观众的基础知识 - 必须保留的主结论与限制 - 时长和是否可拆系列 先用已经提供的信息，只追问会影响判断的关键缺口。区分原始证据、用户陈述、假设；没有观看或收听过的素材不能写成已经分析过。 ## 如何完成 1. 标出每段新增概念、证据和必须理解的前提 2. 检查旁白、字幕与画面是否互相重复或争夺注意 3. 按核心结论、必要解释和可延后细节分层 4. 选择留白、改图示、删冗余或拆分而不删除必要条件 5. 交付重排稿与让目标观众复述的理解测试 ## 交付内容 - 信息层次与负荷表 - 删减重排或拆分方案 - 理解检查问题 ## 验收标准 - 主结论及适用条件保留 - 观众所需前提没有被删去 - 旁白与画面承担的任务清楚 - 密度判断考虑题材和受众 ## 和泛用助手有什么不同 相近的原助手：视频字幕助手。 判断旁白、字幕、画面共同造成的信息负荷，并决定删减或拆分，不只是生成和校对字幕。 ## AI-HIVE 接入与执行分工 - 当前 Agent：知识前提、信息分层与理解测试设计。 - 本地／文件工具（先确认实际可用）：实际脚本、字幕和可用视频检查工具。 - AI-HIVE 图片／视频环节：必要示意图经确认可生成，但不替代真实数据图。 - 不可直接承诺：缺成片读取能力时交付文本层信息诊断，不伪造观众理解结果。 首次需要图片／视频时，阅读 [登录与 MCP 绑定](references/mcp-binding.md)：用户本人登录 AI-HIVE → 在客户端添加官方 MCP → OAuth 或 Secret 认证 → 查询实际工具与模型 → 核对数量和预算 → 先做小样。已有有效连接不重复配置。纯诊断和文字工作可由当前 Agent 完成，不强制消耗 AI-HIVE 余额。 ```bash # 在本 Skill 目录：无凭据诊断，不创建生成任务 python3 scripts/ai_hive_mcp.py doctor # 已安全配置 AI-HIVE 凭据后，读取实际工具和参数 …
Read the whole file at its exact version.
How to install
mdr add wubin1836/ai-hive-agent-skills/ai-hive-advisor-information-density@sha256:fa8b379790abfbdcThe line at the top of this page pins the label v1.0.0, 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_6w5uzbt4coetrlqc)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 10, 2026.
Audit of the latest version
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Source
wubin1836/ai-hive-agent-skills · 23 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6w5uzbt4coetrlqc GET https://markdownregistry.com/api/v1/resolve?ref=wubin1836/ai-hive-agent-skills/ai-hive-advisor-information-density GET https://markdownregistry.com/api/v1/blob/fa8b379790abfbdcddbc59b8af48e408b15184b02fcb6dfc2970591d66c827d1
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.