skill-conductor

Orchestrate the guidance-engineer-zipper pipeline with gated quality loops.

5|Updated Jun 5, 2026
One-click install
npx skills add https://github.com/VincentJiang06/skills --skill skill-conductor-vincentjiang06
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-conductor
Source: https://github.com/VincentJiang06/skills/tree/main/skills/skill-conductor
Command: npx skills add https://github.com/VincentJiang06/skills --skill skill-conductor-vincentjiang06

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) components.

What problem does it solve?

Building production-grade Claude Code skills often suffers from inconsistent quality, inflated self-assessments that hide bugs, and lossy compression that breaks functionality. This skill eliminates those issues by orchestrating the full skill-building pipeline with strict, script-enforced quality gates and independent adversarial testing.

Core Features & Use Cases

  • End-to-end pipeline orchestration: Automatically chains the guidance, engineer, and zipper stages with no manual handoffs, reducing human error in the skill build process.
  • Anti-inflation quality verification: Uses the independent vince-attacker adversarial battery instead of self-graded checks, so skills can't fake passing quality bars.
  • Bounded loop discipline: Automatically routes failures back to the owning stage (design issues to guidance, build issues to engineer, compression issues to zipper) and stops honestly if the quality bar can't be met after 3 full loops, never faking a pass. Use case: If you have a new skill idea or an existing unpolished skill, use this to push it to industrial-grade quality without manual quality checking or risk of shipping broken skills.

Quick Start

Use the skill-conductor skill to take your new or existing skill from initial idea to production-ready, with full quality gating and independent adversarial testing.

Frequently Asked Questions about skill-conductor

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

FAQPage Schema
How do I automate quality gates for Claude Code skill pipelines?

Automating quality gates for Claude Code skill pipelines requires orchestration that chains guidance, engineer, and zipper stages with script-enforced checks and independent adversarial testing to prevent inflated self-assessments.

What is adversarial testing for skill validation?

Adversarial testing for skill validation uses an independent attacker battery to challenge skills, ensuring they cannot fake passing quality bars and providing machine-readable audit trails for production-grade builds.

How do I build production-grade Claude Code skills from scratch?

Building production-grade Claude Code skills involves end-to-end pipeline orchestration that automatically routes design, build, and compression failures back to their owning stages with bounded loop discipline to ensure industrial quality.

How does pipeline automation handle lossless skill compression?

Pipeline automation handles lossless skill compression by routing compression issues to the zipper stage, verifying functionality remains intact through independent adversarial testing before approving the final skill build.

What happens when a skill fails quality verification after multiple loops?

When a skill fails quality verification after 3 full orchestrated loops, the pipeline stops honestly rather than faking a pass, routing the persistent failure back to the owning stage for manual review.

Can I validate existing skills against industrial quality standards?

Validating existing skills against industrial quality standards is possible by running them through the full orchestration pipeline, applying anti-inflation adversarial testing and strict gated quality loops to identify hidden bugs.