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skill-conductor

Orchestrate agent skill lifecycle from scaffolding to packaging.

Updated Apr 12, 2026
Search Tags:#automation#workflow#validation#evaluation#packaging#lifecycle#skill-conductor
One-click install
npx skills add https://github.com/softmg/product-tracker --skill skill-conductor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-conductor
Source: https://github.com/softmg/product-tracker/tree/main/.cursor/skills/skill-conductor
Command: npx skills add https://github.com/softmg/product-tracker --skill skill-conductor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml>=6.0, anthropic, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Orchestrates the end-to-end lifecycle of agent skills, from ideation and scaffolding to evaluation and packaging, ensuring consistent quality across teams.

Core Features & Use Cases

  • Architecture-first design guidance with 5 patterns to shape skill structure and avoid costly rewrites.
  • Deterministic scaffolding, baseline testing, and TDD-style workflows to validate before building.
  • Built-in evaluation framework with multi-axis scoring to decide readiness and guide improvements.
  • Integrated packaging to produce production-ready .skill artifacts for distribution.
  • On-demand references, scripts, and assets to support implementation and automation.
  • Support for evaluating, benchmarking, and refining third-party skills.

Quick Start

Run the skill initializer to scaffold a new skill and then fill out SKILL.md to start the lifecycle.

Frequently Asked Questions about skill-conductor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate the full agent skill lifecycle from design to packaging?▼

Validating third-party agent skills requires a structured evaluation framework with multi-axis scoring and benchmarking. This skill enforces frontmatter, body guidelines, and resource conventions to assess readiness and guide improvements for external skills.

What is the best way to scaffold a new agent skill before building?▼

Packaging skills for production distribution requires structured frontmatter, body guidelines, and resource conventions. This skill integrates packaging to produce production-ready .skill artifacts, enforcing deterministic hooks for scripts, references, and assets.

Does this skill evaluation framework work with YAML and Anthropic dependencies?▼

Improving an existing agent skill requires a built-in evaluation framework with multi-axis scoring to decide readiness. This skill orchestrates refinement by enforcing structured frontmatter and body guidelines while providing hooks for deterministic scripts and assets.

When should I not use an architecture-first design approach for skill scaffolding?▼

An architecture-first design approach for skill scaffolding is unnecessary for trivial, single-file scripts without complex lifecycle needs. This skill targets comprehensive workflows requiring deterministic evaluation, benchmarking, and production-ready packaging artifacts.

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