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Writer Reader

Community
Firstp1ck
writer-reader

Simulate a specified first-time reader's reactions to fiction, tracking curiosity, tension, attachment, confusion, and payoff without presenting simulation as real audience research.

Overview

PublisherFirstp1ck
Repositorypi-coding-agent-forge
Skill namewriter-reader
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 Reader 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-reader
  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-reader .claude/skills/writer-reader
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Writer Reader 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 Reader 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 Reader 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.

Reader response

When to use

Use when the author wants to know where a scene loses attention, reveals too much, confuses a newcomer, or fails to deliver an intended emotion.

Inputs and assumptions

Specify the reader's familiarity, preferences, and available prior chapters. Do not give a first-time reader access to the outline or secret canon.

Portable workflow

  1. Read the passage in order using only information the specified reader would possess.
  2. Record reactions at meaningful turns: what is expected, questioned, feared, understood, or misread.
  3. Separate immediate reaction from later craft diagnosis.
  4. Identify which questions create productive curiosity and which prevent basic comprehension.
  5. Compare the experience with the author's intended effect without treating preference differences as errors.
  6. Return a small set of passage-linked observations and possible experiments for revision.

Safety and side effects

Read-only by default. A model-generated reader persona is not a real beta reader or market sample. Do not claim universal audience response.

Scripts, references, and dependencies

No external dependencies. Use review guidance to distinguish evidence, inference, and taste.

Verification

Check that reactions do not rely on future knowledge and that each major claim points to a passage. State which prior chapters were available.

Pi adapter

Use /writer review --brief "Read as a newcomer who enjoys quiet fantasy; mark confusion separately from suspense".

Frequently asked questions

What does the Writer Reader AI skill do?

Simulate a specified first-time reader's reactions to fiction, tracking curiosity, tension, attachment, confusion, and payoff without presenting simulation as real audience research.

Why use Writer Reader on TypingMind?

Because you install it once and use it with any model. Writer Reader 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 Reader 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-reader. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Writer Reader?

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 Reader?

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

Is the Writer Reader 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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