plan-orchestrator

Coordinate multi-phase plan implementation by orchestrating implement-evaluate cycles among subagents.

2|2|Updated Apr 14, 2025
One-click install
npx skills add https://github.com/openimagingdata/findingmodel --skill plan-orchestrator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: plan-orchestrator
Source: https://github.com/openimagingdata/findingmodel/tree/main/.claude/skills/plan-orchestrator
Command: npx skills add https://github.com/openimagingdata/findingmodel --skill plan-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps teams coordinate multi-phase technical plans by delegating work to specialized subagents and validating progress through implement-evaluate cycles, reducing manual coordination overhead and project drift.

Core Features & Use Cases

  • Phase planning and delegation: Breaks a plan into phases and assigns each to the appropriate implementer (e.g., core Python, pydantic-ai-implementer, python-test-implementer).
  • Progress tracking and evaluation: Creates a checklist, surfaces evaluations, and escalates blockers for timely resolution.
  • Safe orchestration: You never implement code directly; you orchestrate and govern the workflow to ensure auditability and repeatability.

Quick Start

Say: "Orchestrate the plan from plan.md and create a parallelizable checklist for the phases." Then provide the plan file and let the system allocate tasks.

Frequently Asked Questions about plan-orchestrator

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

FAQPage Schema
How do I coordinate a multi-phase technical plan across multiple team members?

Coordinate multi-phase plans by breaking them into phases, delegating each to specialized implementers and evaluators, and tracking progress through implement-evaluate cycles. This reduces manual coordination overhead and prevents project drift while maintaining auditability.

Can I automate task delegation and progress tracking for development roadmaps?

Yes. Automated task delegation assigns phases to appropriate implementers based on their specialization, creates a tracking checklist, surfaces evaluations, and escalates blockers—eliminating manual allocation and enabling parallel execution across phases.

How do I break down a technical plan into delegatable phases?

Load your plan file, identify phases and their dependencies, create a TodoWrite checklist mapping each phase to its implementer and evaluator, then orchestrate the implement-evaluate cycles. The system handles task assignment and blockage management automatically.

What's the difference between orchestrating a plan versus implementing it directly?

Orchestration governs workflow by delegating to specialized subagents and validating their work, ensuring auditability and repeatability. Direct implementation bypasses this governance layer, reducing traceability and making coordination harder across multi-step tasks.

Does this work for coordinated multi-step tasks outside software development?

Yes. While designed for technical plans and development roadmaps, the orchestration pattern applies to any multi-phase project requiring structured delegation, validation, and progress tracking with specialized roles.

What happens when a phase is blocked or fails evaluation?

Blockers and failed evaluations are surfaced immediately through the tracking checklist. The orchestrator escalates unresolved issues for timely resolution, preventing downstream phases from stalling and keeping the project on track.