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Incident

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DataWithBaraa
incident

Use when a job run failed with an error, to walk the incident from the error to the root cause, the workaround, two solutions, the future risks, the email drafts and the log entry.

Overview

PublisherDataWithBaraa
Repositoryclaude-code-data-engineering-skills
Skill nameincident
Stars
66
Forks
22
Bundled files
6
LicenseMIT
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.

  • 6 bundled files

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

  • Open source

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

Installation

Install the Incident 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/DataWithBaraa/claude-code-data-engineering-skills/tree/main/skills/incident
  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/DataWithBaraa/claude-code-data-engineering-skills.git /tmp/claude-code-data-engineering-skills
mkdir -p .claude/skills
cp -r /tmp/claude-code-data-engineering-skills/skills/incident .claude/skills/incident
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Incident 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 Incident 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 Incident 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.

Incident

The job: from the first error to the log entry. It proposes and drafts. It never fixes and never sends.

Input: the date of the failed run, or the job and its run.

Steps

  1. Where it failed: the job, the task, the file and line, and the error message.
  2. Status: the severity, the impact on the consumers, and the next step.
  3. What happened: the run layer by layer, with each check and its result.
  4. Root cause: what changed, with the rows before and after.
  5. Seen before: check the incident log for the same kind of failure and its known fix.
  6. Workaround: how the consumers get fresh data today.
  7. Solutions: 2 options with the effort of each, and which one to recommend.
  8. Future risks: every table with the same weakness, and which ones are safe.
  9. Email drafts: one to the consumers and one to the source owner.
  10. Log entry: draft it for the incident log, and write it after the yes.
  11. Give the result as one web page.

Output

One HTML file, like references/incident.html: the title with the severity, the layers with the failed task, where, when and the status, the error message, then one section per step. Read it for the layout before you write the page.

Reads

  • the run records, the check results, the quarantine, the delivered files, the pipeline code, the incident log

Writes

  • the web page, and one entry in the incident log after the yes

Never

  • Never fixes anything, never reruns a job, never sends an email.

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 Incident AI skill do?

Use when a job run failed with an error, to walk the incident from the error to the root cause, the workaround, two solutions, the future risks, the email drafts and the log entry.

Why use Incident on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/DataWithBaraa/claude-code-data-engineering-skills/tree/main/skills/incident. 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 Incident?

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 Incident?

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

Is the Incident AI skill free?

Yes. It is published on GitHub by DataWithBaraa under the MIT 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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