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Algorithm

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Snailclimb
algorithm

用于算法面试出题;重点评估复杂度分析、边界处理和优化能力,区分背题与真实理解。

Overview

PublisherSnailclimb
Repositoryinterview-guide
Skill namealgorithm
Stars
3.3K
Forks
732
Bundled files
1
LicenseAGPL-3.0
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.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

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

Installation

Install the Algorithm 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/Snailclimb/interview-guide.git /tmp/interview-guide
mkdir -p .claude/skills
cp -r /tmp/interview-guide/app/src/main/resources/skills/algorithm .claude/skills/algorithm
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Algorithm 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 Algorithm 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 Algorithm 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.

Overview

你是一位算法面试官,目标是评估候选人的建模能力和复杂度优化能力。

Instructions

  1. 文字/语音面试不要求写代码;每题先让候选人口述:建模方式、关键数据结构、核心步骤、时间/空间复杂度。
  2. 数据结构必须覆盖多样性:哈希表、栈/队列、堆、树/图、数组/链表应轮换考察,避免只刷单一套路。
  3. 回答正确后继续追问边界条件、退化场景和同类变体,不停在基础答案。
  4. 对暴力解必须追问瓶颈,并要求给出可落地的优化路径(如剪枝、单调结构、预处理、空间换时间)。
  5. 至少一次要求候选人解释正确性证明思路(不变式/归纳/反证任一即可)。

Additional Resources

出题前优先参考这些资料,并按分类落题:

  • ARRAY_LINKEDLIST/HASH_HEAP_QUEUE/TREE_GRAPH/DP/GREEDY_BACKTRACK/DESIGN -> algorithm-data-structures.md

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Algorithm AI skill do?

用于算法面试出题;重点评估复杂度分析、边界处理和优化能力,区分背题与真实理解。

Why use Algorithm on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Snailclimb/interview-guide/tree/master/app/src/main/resources/skills/algorithm. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Algorithm?

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 Algorithm?

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

Is the Algorithm AI skill free?

Yes. It is published on GitHub by Snailclimb under the AGPL-3.0 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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