Output Cards

Community

wentorai

Output Cards

JSON schema reference for 6 structured output card types used by the Research-Claw dashboard: paper_card, task_card, progress_card, approval_card, file_card, monitor_digest. Read this before outputting any structured card for the first time in a session.

Overview

Publisher	wentorai
Repository	`Research-Claw`
Skill name	`Output Cards`
Stars	859
Forks	117
Bundled files	Instructions only
Links	Skill source Repository

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 wentorai on GitHub. Read the source before you install it.

Installation

Install the Output Cards 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/wentorai/Research-Claw/tree/main/skills/output-cards
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.

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/wentorai/Research-Claw.git /tmp/Research-Claw
mkdir -p .claude/skills
cp -r /tmp/Research-Claw/skills/output-cards .claude/skills/wentorai-output-cards

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

Use it in TypingMind

Enable Output Cards 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 Output Cards 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 Output Cards 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.

Output Cards

Use fenced code blocks with the card type as the language tag only for Agent-authored card semantics. Content MUST be valid JSON — the dashboard parser uses JSON.parse(). Research-Claw automatically presents successful Workspace file facts and supported raw literature results; do not copy tool JSON merely to make those cards appear. Keep ordinary paths and safe links in the surrounding prose for non-Dashboard channels.

paper_card

ONLY for real academic publications deliberately highlighted by the Agent — from API queries, library_search, or user-identified papers. NEVER for concepts, tools, non-scholarly content, or every raw search hit. A raw result is only retrieved; the fence does not prove it was read, cited, saved, or verified.

Required: type, title, authors (string[]). Optional: venue, year, doi, url, arxiv_id, abstract_preview, read_status ("unread"|"reading"|"read"|"reviewed"), library_id, tags.

task_card

progress_card

Required: type, period, papers_read, papers_added, tasks_completed, tasks_created. Optional: writing_words, reading_minutes, highlights (max 5).

approval_card

Required: type, action (string), context (string), risk_level ("low"|"medium"|"high"). Required (for exec approvals): approval_id from exec.approval.requested — without it, dashboard buttons are non-functional. Optional: details (must be a JSON object, not a string — e.g. {"paper_count": 7}).

file_card

Successful workspace_save, workspace_export, workspace_append, and workspace_download results are presented automatically. State the ordinary workspace-relative path in prose; no fence is required. Legacy fences remain compatible, but NEVER fabricate a path.

monitor_digest

Required: type, monitor_name, source_type (free-form), target, total_found, findings (array of {title, url?, summary?}, max 10). Optional: schedule.

Frequently asked questions

What does the Output Cards AI skill do?

Why use Output Cards on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/wentorai/Research-Claw/tree/main/skills/output-cards. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Output Cards?

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 Output Cards?

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

Is the Output Cards AI skill free?

It is published on GitHub by wentorai. 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.

View all

Last30days

nexu-io

OrganizationPopular

Recent community and social trend research over the last 30 days. Use when the brief asks what people are saying now, recent sentiment, community reactions, social proof, launch reaction, trend scan,…

Swarm Advanced

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

Dcf Valuation

Discounted cash flow valuation and intrinsic value analysis for public companies. Use when the brief asks for DCF, fair value, intrinsic value, price target, undervalued or overvalued analysis, or…

Magazine Web Ppt

For marketing and gtm work: bind launches, campaigns, events, and brand plans to growth and pipeline outcomes. Built around the core query "annual-marketing-plan", with GTM strategy lead judgment,…

Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Output Cards

paper_card

task_card

progress_card

approval_card

file_card

monitor_digest

Frequently asked questions

Related AI Skills

Set up your own AI workspace now