Demo Browser Research

Organization

modiqo

demo-browser-research

Use for demonstrates how a prose browser skill becomes a tested SkillSpec behavior contract. Handles browser handoff and page evidence and external services. Preserves evidence with SkillSpec routes, forbids, dependencies, traces, and token-savings reports

Overview

Publisher	modiqo
Repository	`skillspec`
Skill name	`demo-browser-research`
Stars	705
Forks	43
Bundled files	1
License	Apache-2.0
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.
1 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by modiqo on GitHub. Read the source before you install it.

Installation

Install the Demo Browser Research 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/modiqo/skillspec/tree/main/docs/examples/why-skillspec-demo/skillspec_backed
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/modiqo/skillspec/tree/main/docs/examples/why-skillspec-demo/skillspec_backed

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/modiqo/skillspec.git /tmp/skillspec
mkdir -p .claude/skills
cp -r /tmp/skillspec/docs/examples/why-skillspec-demo/skillspec_backed .claude/skills/demo-browser-research

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

Use it in TypingMind

Enable Demo Browser Research 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 Demo Browser Research 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 Demo Browser Research 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.

browser research

Demonstrates how a prose browser skill becomes a tested SkillSpec behavior contract.

Use the directory that contains this loaded SKILL.md as <skill_dir>. The SkillSpec contract is <skill_dir>/skill.spec.yml; do not assume the user's current working directory contains the spec.

Start the SkillSpec guide with the user's task:

skillspec run-loop <skill_dir>/skill.spec.yml --input '<user task>' --trace-dir "${PWD}/.skillspec/traces" --guide agent

Resume an existing guided run:

skillspec run-loop <skill_dir>/skill.spec.yml --resume <run_dir> --guide agent

Follow the printed current gate. The selected route, matched rules, forbids, allowed commands, open requirements, resume command, and end proof from the CLI guide are authoritative.

Use skillspec query and skillspec refs only for handles named by the guide. Do not read the full spec unless the guide, a blocker, or the user asks for it.

Before the final response, follow the guide's end anchor: record final-response evidence, run the printed skillspec trace align ... --summary command as the completion summary source, and report result, evidence, alignment summary, token usage, selected route, and run directory.

If the skillspec CLI is not installed, report that this skill requires SkillSpec and ask the user to install it before continuing:

bash
curl -fsSL https://skillspec.sh/install.sh | sh
# or, with Rust installed:
cargo install skillspec

If the user declines or installation is impossible, read <skill_dir>/skill.spec.yml directly and manually follow the same route, rule, phase, dependency, forbid, proof, and completion contract. Report that CLI guidance was unavailable and alignment proof is partial.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

skill.spec.yml5 KB

Frequently asked questions

What does the Demo Browser Research AI skill do?

Why use Demo Browser Research on TypingMind?

Because you install it once and use it with any model. Demo Browser Research 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 Demo Browser Research in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/modiqo/skillspec/tree/main/docs/examples/why-skillspec-demo/skillspec_backed. 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 Demo Browser Research?

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 Demo Browser Research?

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

Is the Demo Browser Research AI skill free?

Yes. It is published on GitHub by modiqo under the Apache-2.0 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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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

browser research

Bundled files

Frequently asked questions

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