advanced-memory-skill-creator

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Use when planning, scaffolding, validating, or packaging Claude skills inside Advanced Memory MCP.

⭐3stars🔀1forks📁View on GitHub🕐Updated Dec 21, 2025
[Prompt Templates and Packaging]

When & Why to Use This Skill

The Advanced Memory Skill Creator is a specialized developer utility designed to streamline the end-to-end lifecycle of Claude agent skills. It automates the planning, scaffolding, validation, and packaging processes, ensuring all skills adhere to Anthropic’s gold-standard modular architecture for maximum reliability and performance within the Advanced Memory MCP ecosystem.

Use Cases

  • Scaffolding new Claude skills from scratch using standardized templates to ensure architectural consistency.
  • Upgrading legacy, single-file SKILL.md definitions into modern, modular layouts for better maintainability.
  • Automating the validation of skill structures and content before sharing them with teams or publishing to SkillsMP.
  • Integrating skill packaging into CI/CD pipelines to create repeatable deployment workflows for agentic tools.
nameadvanced-memory-skill-creator
descriptionUse when planning, scaffolding, validating, or packaging Claude skills inside Advanced Memory MCP.
licenseProprietary

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:
    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:
    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.
  • 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.