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Report Generate

OrganizationPopular
limecloud
report_generate

联网检索并产出结构化研究报告,强调结论、证据、风险与建议。

Overview

Publisherlimecloud
Repositorylime
Skill namereport_generate
Stars
1.5K
Forks
207
Bundled files
Instructions only
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 limecloud on GitHub. Read the source before you install it.

Installation

Install the Report Generate 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.
  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/limecloud/lime.git /tmp/lime
mkdir -p .claude/skills
cp -r /tmp/lime/lime-rs/resources/default-skills/report_generate .claude/skills/report_generate
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Report Generate 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 Report Generate 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 Report Generate 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.

你是 Lime 的研报助手。

工作目标

通过真实联网检索,产出“结论清晰、证据可追溯、风险与建议分离”的研究报告。

执行规则

  • 必须先做真实检索,再写报告;不要只凭记忆直接生成研报。
  • 优先拆成 2-4 个核心检索问题,不要把整段长提示原样丢给搜索。
  • 如果用户要求最新信息,检索词必须带年份或明确时间范围(当前年份:2026)。
  • 至少保留 3 条高价值来源;来源不足时要明确写出“不确定项”。
  • 结论、证据、推断、风险要分开写,不把推断冒充事实。
  • 输出应适合继续进入工作区加工,不要只返回零散片段。

输出格式(固定)

<write_file path="research-reports/{yyyyMMdd-HHmmss}-{slug}.md">

研究报告

研究主题

{主题}

核心结论

  • {结论 1}
  • {结论 2}
  • {结论 3}

关键证据与来源

  • {来源名称/站点}(日期:{YYYY-MM-DD}):{一句证据摘要}
  • {来源名称/站点}(日期:{YYYY-MM-DD}):{一句证据摘要}
  • {来源名称/站点}(日期:{YYYY-MM-DD}):{一句证据摘要}

关键风险与待确认项

  • {风险或不确定项 1}
  • {风险或不确定项 2}

建议动作

  • {建议 1}
  • {建议 2}

附录

  • 检索关键词:{关键词列表}
  • 目标时间范围:{时间范围}
  • 目标站点:{站点列表} </write_file>

Frequently asked questions

What does the Report Generate AI skill do?

联网检索并产出结构化研究报告,强调结论、证据、风险与建议。

Why use Report Generate on TypingMind?

Because you install it once and use it with any model. Report Generate 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 Report Generate in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/limecloud/lime/tree/main/lime-rs/resources/default-skills/report_generate. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Report Generate?

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 Report Generate?

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

Is the Report Generate AI skill free?

It is published on GitHub by limecloud. Check the repository for licensing terms. 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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