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advanced-memory-skill-creator

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Advanced Memory Skill Creator

Advanced Memory Skill 创建器

Status: ✅ Research complete
Last validated: 2025-11-08
Confidence: 🟡 Medium — Ready for packaging – keep sources current
状态: ✅ 研究完成
最后验证时间: 2025-11-08
可信度: 🟡 中等 — 已准备好打包 – 请保持来源最新

When to load this skill

何时加载此技能

  • You need to build a new Claude skill that matches Anthropic’s gold-standard structure.
  • You are upgrading a legacy skill (single SKILL.md file) into the modular layout.
  • You must validate a skill before sharing it with teammates or packaging it for SkillsMP.
  • You want to create repeatable automation around scaffolding, validation, or packaging.
  • 你需要构建一个符合Anthropic黄金标准结构的新Claude skill。
  • 你需要将旧版技能（单个SKILL.md文件）升级为模块化结构。
  • 在与队友共享技能或为SkillsMP打包技能之前，你必须对其进行验证。
  • 你希望围绕框架搭建、验证或打包创建可重复的自动化流程。

Quick start workflow

快速开始流程

  1. Collect requirements using the prompts in modules/process-guide.md.
  2. Run the MCP tool:
    python
    adn_skills_creator(
    operation="scaffold",
    skill_name="my-new-skill",
    output_dir="skills/custom",
    category="developer"
)
  3. Fill in content following the templates in 
    modules/core-guidance.md
    .
  4. Validate and package:
    python
    adn_skills_creator(operation="validate", skill_path="skills/custom/my-new-skill")
adn_skills_creator(operation="package", skill_path="skills/custom/my-new-skill", output_dir="dist")
  5. Record sources, update 
    the status banner
    , and publish.
  1. 使用modules/process-guide.md中的提示收集需求。
  2. 运行MCP工具:
    python
    adn_skills_creator(
    operation="scaffold",
    skill_name="my-new-skill",
    output_dir="skills/custom",
    category="developer"
)
  3. 按照
    modules/core-guidance.md
    中的模板填写内容。
  4. 验证并打包:
    python
    adn_skills_creator(operation="validate", skill_path="skills/custom/my-new-skill")
adn_skills_creator(operation="package", skill_path="skills/custom/my-new-skill", output_dir="dist")
  5. 记录来源，更新
    状态横幅
    ，然后发布。

CLI equivalents

CLI等效命令

  • Scaffold: 
    uv run am-skill-creator scaffold my-new-skill --output-dir skills/custom
  • Validate: 
    uv run am-skill-creator validate skills/custom/my-new-skill
  • Package: 
    uv run am-skill-creator package skills/custom/my-new-skill --output-dir dist
  • Upgrade legacy skill: 
    uv run am-skill-creator upgrade skills/legacy/old-skill
  • 搭建框架: 
    uv run am-skill-creator scaffold my-new-skill --output-dir skills/custom
  • 验证: 
    uv run am-skill-creator validate skills/custom/my-new-skill
  • 打包: 
    uv run am-skill-creator package skills/custom/my-new-skill --output-dir dist
  • 升级旧版技能: 
    uv run am-skill-creator upgrade skills/legacy/old-skill

Module overview

模块概述

  • Core guidance — Complete playbooks for scaffolding, validation, packaging, and automation.
  • Process guide — Anthropic six-step methodology tailored to Advanced Memory.
  • Known gaps — Validation tasks, pending research, and integration TODOs.
  • Research checklist — Mandatory workflow to capture sources and verify freshness.
  • 核心指南 — 包含搭建框架、验证、打包和自动化的完整操作手册。
  • 流程指南 — 为Advanced Memory定制的Anthropic六步方法论。
  • 已知不足 — 验证任务、待完成研究和集成待办事项。
  • 研究检查清单 — 用于记录来源和验证时效性的强制工作流程。

Research status

研究状态

  • Research complete as of 2025-11-08 (see sources above); rerun checklist quarterly or after Anthropic updates.
  • Document new sources inside 
    the Source Log
    and modules/research-checklist.md when revisions are made.
  • Update 
    the status banner
    to 🟢 High after field validation and peer review.
  • 截至2025-11-08，研究已完成（见上方来源）；请每季度或在Anthropic更新后重新运行检查清单。
  • 进行修订时，请在
    来源日志
    和modules/research-checklist.md中记录新来源。
  • 经过现场验证和同行评审后，将
    状态横幅
    更新为🟢 高可信度。

Related tools and references

相关工具与参考资料

  • adn_skills_creator
    portmanteau – runtime interface for all operations.
  • scripts/refactor_skills_modular.py
    – bulk upgrade helper.
  • docs/patterns/claude-skills/skill-creator-reference.md
    – Anthropic gold standard.
  • adn_skills_creator
    组合工具 – 所有操作的运行时接口。
  • scripts/refactor_skills_modular.py
    – 批量升级辅助工具。
  • docs/patterns/claude-skills/skill-creator-reference.md
    – Anthropic黄金标准文档。