project-orchestration

Coordinate phase-appropriate skills in sequence from PROJECT_STATE.md snapshots.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/gw-ai-security/ats-cv-scorer --skill project-orchestration-gw-ai-security
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: project-orchestration
Source: https://github.com/gw-ai-security/ats-cv-scorer/tree/main/.codex/skills/project-orchestration
Command: npx skills add https://github.com/gw-ai-security/ats-cv-scorer --skill project-orchestration-gw-ai-security

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrate and coordinate skills across project phases to prevent mis-sequencing, improve traceability, and reduce manual coordination overhead.

Core Features & Use Cases

  • Phase-aware orchestration: determine the active project phase and align skills accordingly.
  • Dependency-aware execution: enforce ordering and prerequisites between skills.
  • Use Case: In a multi-phase project, define phase transitions and have the system run the appropriate skills in the correct order while updating phase status.

Quick Start

Run project-orchestration to determine the active phase and execute the corresponding skills in the defined sequence.

Frequently Asked Questions about project-orchestration

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

FAQPage Schema
How do I coordinate multiple skills across project phases to prevent mis-sequencing?

Project phase coordination prevents mis-sequencing by reading the active phase from PROJECT_STATE.md and executing phase-appropriate skills in the specified order. This enforces correct sequencing and ensures dependencies are respected before updating task status.

What is dependency-aware execution in project workflow orchestration?

Dependency-aware execution enforces ordering and prerequisites between skills during project orchestration. It determines the active phase from project snapshots, runs the correct skills sequentially, and updates phase status as tasks complete to maintain traceable execution.

How do I automate project phase transitions and run the correct skills in order?

Automate project phase transitions by running orchestration to determine the active phase from your project state file. The system aligns skills accordingly and executes them in the defined sequence while tracking completion status.

Do I need a specific project state file to manage workflow dependencies and execution order?

Yes, workflow dependency management requires a project state file at docs/00_overview/PROJECT_STATE.md and the latest snapshot in docs/project_state/. The orchestrator reads these files to determine the active phase and select the correct skills to execute.

How do I improve traceability and reduce manual coordination overhead in multi-phase projects?

Improve traceability in multi-phase projects by using orchestration to coordinate skills across defined phases. The system automatically selects and runs phase-appropriate skills in the correct order, ensuring dependencies are respected and status is updated as tasks complete.

When should I not use an orchestration approach for project workflow automation?

Avoid using project workflow orchestration for single-phase tasks or independent scripts that lack strict execution order dependencies. Orchestration is designed for multi-phase projects where traceability, prerequisites, and sequencing between multiple skills are required.