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Source Grounded Research Report

OrganizationPopular
NeuroAIHub
source-grounded-research-report

Research a bounded factual, documentation, API, or literature question from authoritative sources and save a self-contained Markdown report with claim-level citations. Use for reading-heavy evidence gathering, not experiment execution or data analysis.

Overview

PublisherNeuroAIHub
RepositoryBrainPilot
Skill namesource-grounded-research-report
Stars
1.1K
Forks
74
Bundled files
Instructions only
LicenseAGPL-3.0
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 NeuroAIHub on GitHub. Read the source before you install it.

Installation

Install the Source Grounded Research Report 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/NeuroAIHub/BrainPilot/tree/main/packages/plugin-research/skills/source-grounded-research-report
  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/NeuroAIHub/BrainPilot.git /tmp/BrainPilot
mkdir -p .claude/skills
cp -r /tmp/BrainPilot/packages/plugin-research/skills/source-grounded-research-report .claude/skills/source-grounded-research-report
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Source Grounded Research Report 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 Source Grounded Research Report 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 Source Grounded Research Report 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.

Source-Grounded Research Report

Define the bounded question and the claims the report must support. Match each claim to the source that owns or best synthesizes it: official documentation, versioned source code, specifications, or first-party APIs for implementation facts; original studies and official implementations for method details; official datasets or benchmark reports for benchmark facts; and rigorous reviews, meta-analyses, or authoritative guidelines for synthesis claims. Search snippets and unverified summaries are discovery leads, not final evidence.

Use literature-scout, api-librarian, or evidence-extractor for independent reading slices. For a compact task, one child may research and write the report with workspaceMode: "shared". For parallel research, collect the evidence packets, then designate one shared-workspace child or yourself to synthesize the canonical report. Retain child ids and collect every result before synthesis.

Save one self-contained Markdown report under docs/reports/ or the task's explicit path. For every decision-relevant claim, record an inspectable source and exact supporting location; distinguish direct evidence, synthesis, and inference; reconcile contradictions; and mark unresolved claims unverified. Supporting extracts may remain separate only when the report links them exactly.

Review the report before handoff. Send suspected errors, ambiguities, missing support, or interpretation questions back to the report author with the exact path and claim, and require a revision or an explicit unresolved limitation. Return the canonical report path in complete_task; the completion reply is only an orienting summary.

Frequently asked questions

What does the Source Grounded Research Report AI skill do?

Research a bounded factual, documentation, API, or literature question from authoritative sources and save a self-contained Markdown report with claim-level citations. Use for reading-heavy evidence gathering, not experiment execution or data analysis.

Why use Source Grounded Research Report on TypingMind?

Because you install it once and use it with any model. Source Grounded Research Report 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 Source Grounded Research Report in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/NeuroAIHub/BrainPilot/tree/main/packages/plugin-research/skills/source-grounded-research-report. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Source Grounded Research Report?

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 Source Grounded Research Report?

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

Is the Source Grounded Research Report AI skill free?

Yes. It is published on GitHub by NeuroAIHub under the AGPL-3.0 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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