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aim

lilmgenius/paperthin/aim

当数据以薄弱的请求形式到达——文件、仓库、粘贴内容或聊天记录——阅读并提议用户试图用它做什么,作为待确认的提案而非问题。在材料到达时没有完整请求,或请求比数据所暗示的更薄弱时使用。 目标是提出一个用户只需确认、修改或拒绝的提案,而不是提问。提问会迫使用户编写他们尚未准备好的句子;提议则让他们用“是”来回答。如果回合结束时他们仍然编写了那个句子,则技能未达成。

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Installation

npx skills add https://github.com/lilmgenius/paperthin --skill aim

技能文件

SKILL.md

最近同步 · 2026年8月27日

SKILL.md›
---
name: aim
description: "When data lands with a thin ask — files, a repo, a paste, a chat scrollback — read it and propose what the user is trying to do with it, as a proposal to confirm rather than a question to answer. Use the moment material arrives without a fully-formed ask, or when the ask reads thinner than the data suggests."
---

Read the data and propose the intent behind it, for the user to confirm.

## Goal

The result is a proposal the user only confirms, revises, or rejects — never a question. Asking makes the user compose a sentence they did not have ready; proposing lets them answer with a yes. If the turn ends with them writing that sentence anyway, the skill missed.

## Workflow

1. Read every piece of the handed-over data end to end before proposing anything.
2. State the intent you read, in one line grounded in what the data actually shows.
3. State briefly what you would do next on that intent.
4. Ask only to confirm — right, wrong, or adjust.

## Rules

- Read before proposing. A proposal without reading is a guess.
- Ground it in the data. Point at what you read, not what you assumed.
- One intent per turn. If two are plausible, propose the likelier and name the other in a clause.
- Confirm, don't compose. If the turn ends with the user assembling a sentence, redo the proposal.
- If the data is too thin to propose from, say so and stop. Do not fall back to asking.

## Verification

The user's next reply is short — a yes, a correction, or a small adjustment. If they had to explain what they wanted from scratch, the proposal was wrong, or was really a question in disguise.