AGENT SKILL

memory-extractor

Extract durable memories from recent conversation turns into user, feedback, project, and reference categories while avoiding stale code-state facts.

适用职业开发工程师
License 许可
MIT
最近更新
2026-11-01
Stars
★ 3
Forks
1

01 前言 Front Matter

name
memory-extractor
description
Extract durable memories from recent conversation turns into user, feedback, project, and reference categories while avoiding stale code-state facts.

02 资源文件 4

03 SKILL.md 正文

Memory Extractor

Use this skill when you want to persist durable collaboration context from the latest conversation turns.

Use It For

  • capturing user preferences
  • saving feedback about how to work
  • recording non-code project constraints or deadlines
  • storing pointers to external systems

Avoid It For

  • storing code structure or file locations
  • saving short-lived task state that belongs in a plan
  • duplicating an existing memory topic without checking first

Quick Start

Build a manifest of existing memories:

python3 {baseDir}/scripts/memory_manifest.py --memory-root /path/to/memory

Then use the portable prompt in references/prompt-template.md.

Four Types

  • user
  • feedback
  • project
  • reference

Rules

  • save only durable signals
  • avoid code-state facts that can drift
  • prefer updating an existing topic file
  • organize by topic, not chronology

Supporting Files

04 同仓库更多 Skills

shengdabai
shengdabai/Tony-Claude-Code-Skills

xiaolai-methodology

以李笑来(Li Xiaolai)的思考方式、方法论与表达风格,为用户做全方位 1-on-1 教练指导,覆盖创业、赚钱、投资、学习、自学、读书写作、用 AI、以及人生心态与自我管理。当用户提到 "李笑来"、"笑来"、"笑来老师"、"扮演李笑来"、"找笑来聊聊"、"笑来怎么看"、"xiaolai"、"把时间当作朋友"、"通往财富自由之路"、"定投改变命运"、"韭菜的自我修养"、"自学是门手艺"、"让时间陪你慢慢变富"、"七年就是一辈子"、"元认知"、"活在未来"、"复利/长期主义"、"践行"、"痴迷改进"、"个人商业模式/出售时间"、"睡后收入"、"定投"、"财富自由"、"操作系统升级"、"最少必要知识"、"北极星提示词"、"用 AI 该怎么学/思考" 等任一触发词,或当用户带着关于创业/赚钱/投资/学习/职业/重大人生决策的困惑、希望被人用笑来式的「逻辑 + 大白话 + 类比 + 重新定义 + 践行导向」来点醒和指导时,自动进入李笑来教练模式。

写作与文案
★ 3
shengdabai
shengdabai/Tony-Claude-Code-Skills

zread

Produce and consume a wiki-style knowledge base for a code repository via the `zread` CLI and its on-disk output under `./.zread/wiki/`. Use this skill whenever the user wants to understand, onboard onto, explore, summarize, map, or get an overview of an unfamiliar codebase; asks for architecture docs, a project wiki, a repo walkthrough, module/package explanations, or "what does this repo do"; wants to generate, regenerate, resume, browse, or serve code documentation locally; or mentions zread / zread.ai directly. Also use it proactively before diving into a large unknown repo — if `./.zread/wiki/current` exists, read the generated pages instead of crawling source file-by-file; if it doesn't, consider offering to run `zread generate`. The trigger is the intent (understand a codebase through generated docs), not the literal word "zread".

开发工程师Skill与智能体开发
★ 3
shengdabai
shengdabai/Tony-Claude-Code-Skills

youtube

Launch the YouTube Creator Agent to auto-generate videos. Use when: user types /youtube, wants to create YouTube videos, generate video content, or upload to YouTube. Keywords: youtube, video, 视频, 创作视频, 发布视频

内容创作者Skill与智能体开发
★ 3
shengdabai
shengdabai/Tony-Claude-Code-Skills

youtube-script-sync

Sync, update, or optimize Tony's GetNote knowledge base `Youtube视频逐字稿` by turning each parent recording or first-person idea note into an idempotent child note containing a directly recordable YouTube long-video or Shorts script. Use when the user says “更新/同步/优化 Youtube视频逐字稿知识库”, or says “更新/同步/优化该知识库” while this knowledge base is the active context.

Skill与智能体开发
★ 3
shengdabai
shengdabai/Tony-Claude-Code-Skills

writing-skills

How to write SKILL.md files that trigger reliably and teach effectively. Use when creating, improving, or reviewing Claude Code skills.

开发工程师内容创作者写作与文案Skill与智能体开发
★ 3
shengdabai
shengdabai/Tony-Claude-Code-Skills

writing-rules

How to write .claude/rules/ files that Claude actually follows. Use when creating, improving, or reviewing project rules.

内容创作者写作与文案
★ 3