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Source Code Inspection

Community
FrankChen021
source-code-inspection

Investigate application or repository source code with search_file and read_file to explain behavior, trace root causes of runtime or query errors, and answer with precise file citations.

Overview

PublisherFrankChen021
Repositorydatastoria
Skill namesource-code-inspection
Stars
327
Forks
18
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 FrankChen021 on GitHub. Read the source before you install it.

Installation

Install the Source Code Inspection 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/FrankChen021/datastoria/tree/master/resources/skills/source-code-inspection
  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/FrankChen021/datastoria.git /tmp/datastoria
mkdir -p .claude/skills
cp -r /tmp/datastoria/resources/skills/source-code-inspection .claude/skills/source-code-inspection
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Source Code Inspection 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 Source Code Inspection 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 Source Code Inspection 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.

When To Use

Use this skill when the user wants to:

  • investigate source-code causes of runtime failures or query errors
  • trace where SQL, configuration, or request parameters were built in code
  • find the code path that led to an error such as UNKNOWN_TABLE
  • explain behavior with file-cited evidence from the repository

Workflow

  1. Use search_file first to locate relevant files and line numbers before reading content.
  2. Use read_file only for targeted sections; do not read entire files or large ranges.
  3. Prefer narrow, iterative reads: search identifiers, function names, or error strings, then expand only when necessary.
  4. Do not claim to have reviewed code that was not loaded with tools in this conversation.
  5. If no matches found, refine the search and retry before giving up.

Citation Format

Always use this exact format for source-file citations:

  • [[file:path/to/file.ts]]
  • [[file:path/to/file.ts#L12]]
  • [[file:path/to/file.ts#L12-L34]]

Use repo-relative paths and line anchors whenever possible. Do not use normal markdown links for source-code citations. Do not wrap file citation tokens in backticks, inline code, or fenced code blocks in your final answer. Use them as plain citation tokens in normal prose or list items so the UI can render them as clickable links.

Response Style

  • Keep answers concise and evidence-based.
  • Tie each claim to one or more file citations.
  • If the code path is unclear or partially inspected, say so explicitly.

Frequently asked questions

What does the Source Code Inspection AI skill do?

Investigate application or repository source code with search_file and read_file to explain behavior, trace root causes of runtime or query errors, and answer with precise file citations.

Why use Source Code Inspection on TypingMind?

Because you install it once and use it with any model. Source Code Inspection 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 Source Code Inspection in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/FrankChen021/datastoria/tree/master/resources/skills/source-code-inspection. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Source Code Inspection?

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 Source Code Inspection?

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

Is the Source Code Inspection AI skill free?

It is published on GitHub by FrankChen021. 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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