Advanced Memory Skill Creator

Status: ✅ Research complete

Last validated: 2025-11-08

Confidence: 🟡 Medium — Ready for packaging – keep sources current

When to load this skill

• 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.

Quick start workflow

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.

CLI equivalents

• 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

Module overview

• 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.

Research status

• 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.

Related tools and references

• 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.