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Writer Research

Community
Firstp1ck
writer-research

Research factual details needed for fiction, such as historical settings, occupations, travel, or material culture, while distinguishing evidence from invented worldbuilding.

Overview

PublisherFirstp1ck
Repositorypi-coding-agent-forge
Skill namewriter-research
Stars
93
Forks
22
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 Firstp1ck on GitHub. Read the source before you install it.

Installation

Install the Writer Research 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/Firstp1ck/pi-coding-agent-forge/tree/main/pi-package-writer/skills/writer-research
  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/Firstp1ck/pi-coding-agent-forge.git /tmp/pi-coding-agent-forge
mkdir -p .claude/skills
cp -r /tmp/pi-coding-agent-forge/pi-package-writer/skills/writer-research .claude/skills/writer-research
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Writer 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 Writer 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 Writer 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.

Research for fiction

When to use

Use when factual uncertainty affects a scene's plausibility or the author requests references for a setting or occupation.

Inputs and assumptions

Identify the bounded factual question, period, location, required accuracy, and whether the work is historical, contemporary, or deliberately alternate-world fiction.

Portable workflow

  1. Separate the factual question from the manuscript's private plot and character details.
  2. Check existing author-provided references before searching again.
  3. If suitable research tools are available and authorized, search with a minimal factual query. Prefer primary or specialist sources for consequential details.
  4. Record sources, dates when relevant, conflicting evidence, and uncertainty.
  5. Explain the practical consequence for the scene without dumping unrelated background into the prose.
  6. Mark departures from real-world facts as deliberate inventions only after author approval.
  7. Save concise research notes only when requested, using the project workflow.

Safety and side effects

Never upload manuscript passages or private notes to search services without explicit authorization. Do not fabricate citations. If research tools are unavailable, label tentative knowledge and propose what needs checking.

Scripts, references, and dependencies

No bundled browser, scraper, or API credentials. External research depends on the host's available tools and author approval.

Verification

Check that factual claims have appropriate evidence, uncertain details remain labeled, and fictional changes are not presented as real history.

Pi adapter

Use /writer research --brief "Check how a nineteenth-century lighthouse keeper would receive supplies". The package does not install a search extension or contact external services itself.

Frequently asked questions

What does the Writer Research AI skill do?

Research factual details needed for fiction, such as historical settings, occupations, travel, or material culture, while distinguishing evidence from invented worldbuilding.

Why use Writer Research on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Firstp1ck/pi-coding-agent-forge/tree/main/pi-package-writer/skills/writer-research. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Writer 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 Writer Research?

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

Is the Writer Research AI skill free?

Yes. It is published on GitHub by Firstp1ck 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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