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wtf is typeone-ai-skill-extractor?

tttypeone1-ship-it/typeone-ai-skill-extractor — explained in plain English

Analysis updated 2026-05-18

40Audience · generalComplexity · 1/5Setup · easy

TL;DR

A single prompt template that extracts your stable preferences and patterns from a long AI chat so you can reuse them in a new conversation.

Mindmap

mindmap
  root((Skill Extractor))
    What it does
      Distills long chats
      Builds portable Skill
      One clean template
    Use cases
      Context migration
      Preference capture
      Reduce re-explaining
    Audience
      Heavy AI chat users
      Context migrators
    Privacy
      Redact secrets
      No real names
      No credentials

Code map

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filefunction / class

Why would anyone build with this?

REASON 1

Carry your working style and preferences from an old AI chat into a fresh conversation window.

REASON 2

Turn a long AI conversation into a reusable context Skill.

REASON 3

Reduce repeated misunderstandings and re-explaining with an AI assistant.

REASON 4

Extract only evidence-backed patterns while flagging unverified inferences separately.

What's in the stack?

Prompt EngineeringMarkdown

How it stacks up

tttypeone1-ship-it/typeone-ai-skill-extractoragent0ai/doxaka-luan/doc-cleanup
Stars404040
Setup difficultyeasyeasyeasy
Complexity1/51/51/5
Audiencegeneraldeveloperdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · easy Time to first run · 5min

Wtf does this do

This repository does one narrow thing. It provides a prompt template that distills a long AI chat conversation into a portable Skill you can carry into a brand new conversation window. When a chat with an AI assistant runs long, the assistant gradually builds up a sense of how you think and work, but that understanding usually gets lost the moment you start a fresh window. This template is meant to pull the parts worth keeping out of an old conversation so a new one can pick up faster. The project is intentionally minimal. It is not a chat summarizer and not a collection of many prompts. It holds a single template, kept as clean and useful as possible, so it can be copied and used directly. The template lives at prompts/typeone-skill-extractor.md. The template asks the AI to extract things like the user's stable long term thinking and decision patterns, how the user prefers to collaborate, key moments where the user corrected the AI, facts that are likely to still hold true months later, and any inferences that lack solid evidence and need separate verification. It insists that only patterns get extracted, not one-off events, that every conclusion be backed by the user's own words as evidence, and that the output plainly say when a given window has no relevant information rather than guessing. To use it, you open the template file, copy the whole prompt, and paste it into the old AI conversation window you want to extract from. You then take the output and shape it into a Skill you can bring into a new window, setting aside anything uncertain or unverified in a separate section rather than mixing it into the main result. The README includes a privacy reminder: do not let sensitive material end up in the extracted output, including API keys, tokens, passwords, real names, phone numbers, financial details, internal addresses, or local file paths and usernames. Sensitive evidence should be redacted before being included in the result.

Yoink these prompts

Prompt 1
Copy the template from prompts/typeone-skill-extractor.md and run it against my current long conversation to extract a Skill.
Prompt 2
Help me redact sensitive details like API keys and names before I paste extracted output somewhere new.
Prompt 3
Explain what counts as a stable pattern versus a one-off event in this extraction template.
Prompt 4
Show me how to organize the extracted Skill output before pasting it into a new AI window.

Frequently asked questions

wtf is typeone-ai-skill-extractor?

A single prompt template that extracts your stable preferences and patterns from a long AI chat so you can reuse them in a new conversation.

How hard is typeone-ai-skill-extractor to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is typeone-ai-skill-extractor for?

Mainly general.

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