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
- Collect requirements using the prompts in modules/process-guide.md.
- Run the MCP tool:
adn_skills_creator(operation="scaffold", skill_name="my-new-skill", output_dir="skills/custom", category="developer") - Fill in content following the templates in
modules/core-guidance.md. - Validate and package:
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") - 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 Logand modules/research-checklist.md when revisions are made. - Update
the status bannerto 🟢 High after field validation and peer review.
Related tools and references
adn_skills_creatorportmanteau – runtime interface for all operations.scripts/refactor_skills_modular.py– bulk upgrade helper.docs/patterns/claude-skills/skill-creator-reference.md– Anthropic gold standard.