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Ketchup

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jtaroreh
ketchup

Catch up on autonomous runs, background tasks, and unread transcripts. Generates concise summaries under 100 words with native Antigravity Artifact links, visual receipts, and selectable action items.

Overview

Publisherjtaroreh
Repositoryagystack
Skill nameketchup
Stars
120
Forks
12
Bundled files
Instructions only
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.

  • Self-contained

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

  • Open source

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

Installation

Install the Ketchup 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/jtaroreh/agystack/tree/main/skills/ketchup
  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/jtaroreh/agystack.git /tmp/agystack
mkdir -p .claude/skills
cp -r /tmp/agystack/skills/ketchup .claude/skills/ketchup
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ketchup 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 Ketchup 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 Ketchup 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.

Ketchup

Catch up on autonomous runs, unattended tasks, and background execution without reading lengthy transcripts.

Strict Concise Summary Format

Executive summaries must remain strictly under 100 words. Deliver the core status in plain declarative sentences. Name the current goal, the completed phase, any active blockers, and the next step. Avoid narrative filler and conversational preamble. Detailed logs belong in companion artifacts rather than the chat summary.

Action Items and Decisions Formatting

Format pending decisions and open questions so the user can easily select options or picks. Present choices as structured options labeled with clear tags:

  • Option A. Description of the first choice and its immediate tradeoff.
  • Option B. Description of the alternative choice and its immediate tradeoff.

The user can respond with a single token or pick such as Option A. Do not ask open-ended questions when a structured pick settles the fork. When an action is blocked on external input, state the exact input required and the default fallback.

Native Antigravity Artifacts

Deliver comprehensive context through native Antigravity Artifacts in <appDataDir>/brain/<conversation-id>/. Point to artifacts using clickable file links. Do not dump artifact bodies into chat responses. Key companion artifacts include:

  • walkthrough.md for verified changes and test receipts.
  • decision_trail.md for sequential forks, rationales, and results.
  • implementation_plan.md for roadmap progress and checked boxes.

Visual Media Embedding

Link or embed visual media directly to provide immediate visual receipts. Always copy screenshots and recordings to <appDataDir>/brain/<conversation-id>/ before referencing them. Screenshots are linked or embedded using standard Markdown syntax:

![Verification Receipt](file:///path/to/screenshot.png)

Provide direct file links alongside embeds so the user can open them in external viewers. Every visual receipt must prove a concrete assertion such as passing gates or rendered UI states.

Periodic Audit Reporting

Use /ketchup at the conclusion of periodic audit ticks during autonomous playbooks. An audit tick evaluates progress across subagents, verifies side effects, and outputs a concise ketchup report. This practice keeps the operator informed without context overload.

Frequently asked questions

What does the Ketchup AI skill do?

Catch up on autonomous runs, background tasks, and unread transcripts. Generates concise summaries under 100 words with native Antigravity Artifact links, visual receipts, and selectable action items.

Why use Ketchup on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/jtaroreh/agystack/tree/main/skills/ketchup. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Ketchup?

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 Ketchup?

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

Is the Ketchup AI skill free?

Yes. It is published on GitHub by jtaroreh 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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