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Acheng Continuity

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AharaOoO
acheng-continuity

跨镜跨集事实重放、冷档恢复与分层交付验收。

Overview

PublisherAharaOoO
Repositoryacheng-director-skill
Skill nameacheng-continuity
Stars
51
Forks
5
Bundled files
Instructions only
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by AharaOoO on GitHub. Read the source before you install it.

Installation

Install the Acheng Continuity AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/AharaOoO/acheng-director-skill/tree/main/modules/continuity
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/AharaOoO/acheng-director-skill.git /tmp/acheng-director-skill
mkdir -p .claude/skills
cp -r /tmp/acheng-director-skill/modules/continuity .claude/skills/acheng-continuity
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Acheng Continuity in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Acheng Continuity on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Acheng Continuity is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

acheng-continuity

跨镜状态、参考版本或恢复游标有冲突时,按局部决策指南对应节定位来源;只返回具体缺口,不新增事件来强行对齐。

读114 绑定合同。相邻复核 model 的稳定对象身份、素材状态版本、Shot/帧窗和尾态;发现错误退给字段 owner,不自行改 H3 或素材。联合回执必须与当前 revision 一致,机器 PASS 不等于语义识图、平台上传或实际成片验收。

本文件是acheng-director随包专业子入口,按路径加载;主导演负责真值、版本、对象创建和最终合并。它不自动启动代理或调用模型。

先读本分支核心合同与专门规则;同时遵守模块回包合同。只读取本任务依赖,保留上游来源与冻结项。

从真实初态重放伤势、弹药、道具与场景变化;并保存叙事知识、伏笔、表演来源和资产版本。索引指向完整原文,不能删除原文仅留摘要。归档和恢复核验哈希与素材,失败保持原件。

返回账本差量、未决项目与分层报告。结构通过、提示词就绪、实际影像通过分别记录;不得把未生成片段写为视觉通过。

字段写入白名单取模块登记。回包包含request_id/input_revision/module/status/attempt/patch/evidence/unresolved;最多初次加一次有证据的修正。只改允许路径,不能把其他模块的建议直接写成已确认事实。

Frequently asked questions

What does the Acheng Continuity AI skill do?

跨镜跨集事实重放、冷档恢复与分层交付验收。

Why use Acheng Continuity on TypingMind?

Because you install it once and use it with any model. Acheng Continuity is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Acheng Continuity in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/AharaOoO/acheng-director-skill/tree/main/modules/continuity. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Acheng Continuity?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Acheng Continuity?

As many as you like. As long as a model supports skills, you can use Acheng Continuity with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Acheng Continuity AI skill free?

Yes. It is published on GitHub by AharaOoO under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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