Decision Quality Check

Organization

nightly-labs

decision-quality-check

Add a brief, concrete self-check to consequential recommendations, estimates, plans, or interpretations when unverified assumptions could change what the user does.

Overview

Publisher	nightly-labs
Repository	`openbot`
Skill name	`decision-quality-check`
Stars	521
Forks	81
Bundled files	Instructions only
Links	Skill source Repository Homepage

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 nightly-labs on GitHub. Read the source before you install it.

Installation

Install the Decision Quality Check AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

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.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/nightly-labs/openbot/tree/main/marketplace/production-catalog/skills/decision-quality-check
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/nightly-labs/openbot/tree/main/marketplace/production-catalog/skills/decision-quality-check

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

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/nightly-labs/openbot.git /tmp/openbot
mkdir -p .claude/skills
cp -r /tmp/openbot/marketplace/production-catalog/skills/decision-quality-check .claude/skills/decision-quality-check

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Decision Quality Check 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 Decision Quality Check 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 Decision Quality Check 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.

Decision Quality Check

Use this only after producing substantive work the user may act on, such as a recommendation, estimate, plan, proposal, or interpretation. Skip it for simple lookups, educational explanations, creative work, formatting, executable code, or requests that already ask for verification or critique.

First complete the requested work. Then identify at most three specific claims, reasoning steps, or missing facts that could materially change the outcome. Turn them into short questions the user can use to check the result. Refer to concrete details from the answer rather than giving generic warnings.

Do not repeat the check later in the same conversation. Do not add it when the user requested brevity, supplied all substantive content, or explicitly said they will verify independently. Prefer uncertainty stated beside the relevant claim when that is clearer than a closing check.

Frequently asked questions

What does the Decision Quality Check AI skill do?

Add a brief, concrete self-check to consequential recommendations, estimates, plans, or interpretations when unverified assumptions could change what the user does.

Why use Decision Quality Check on TypingMind?

Because you install it once and use it with any model. Decision Quality Check 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 Decision Quality Check in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/nightly-labs/openbot/tree/main/marketplace/production-catalog/skills/decision-quality-check. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Decision Quality Check?

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 Decision Quality Check?

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

Is the Decision Quality Check AI skill free?

It is published on GitHub by nightly-labs. 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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Issue Reporter

CherryHQ

OrganizationPopular

只在用户明确要求提交 GitHub Issue、GitHub Bug Report 或 GitHub Feature Request 时使用。用户只说“提交问题”“提交反馈”“上报 bug”“这是个 bug”或描述功能建议但未点名 GitHub 时不得触发，必须改用 cherry-studio-feedback 并默认提交飞书。

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Decision Quality Check

Frequently asked questions

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