skills.rest
withakay
withakayCOMMUNITY
Explore all skills by this author →
GitHub

ito-planner

Plan Ito orchestration runs by analyzing change metadata and determining run order.

Updated Mar 22, 2026
Search Tags:#planning#dependency management#orchestration#execution planning#ito
One-click install
npx skills add https://github.com/withakay/research --skill ito-planner
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ito-planner
Source: https://github.com/withakay/research/tree/main/.agents/skills/ito-planner
Command: npx skills add https://github.com/withakay/research --skill ito-planner

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

The Ito Planner Skill streamlines the planning process for Ito orchestration runs, making it efficient to build dependency-aware execution plans based on change metadata and gates.

Core Features & Use Cases

  • Automated Dependency Analysis: Reads metadata from .ito/changes/*/.ito.yaml files to identify dependencies and preferred gates.
  • Execution Plan Creation: Constructs concise execution plans detailing run order, parallelization opportunities, and potential risks.
  • Risk Assessment: Identifies missing metadata or blockers that may impede the successful orchestration of Ito runs.
  • Use Case: If you need to orchestrate Ito runs with complex dependencies, the Ito Planner Skill can quickly generate a well-structured plan to ensure successful execution.

Quick Start

To create an execution plan for an Ito run, activate the Ito Planner and run the command ito agent instruction orchestrate.

Frequently Asked Questions about ito-planner

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

FAQPage Schema
How do I automate dependency management for Ito orchestration runs?▼

Automate dependency management by analyzing change metadata in `.ito/changes/*/.ito.yaml` files to determine the appropriate run order, gates, and parallel groups for Ito orchestration runs.

What is execution planning for Ito orchestration?▼

Execution planning for Ito orchestration is the process of reading change metadata to construct concise plans detailing run order, parallelization opportunities, and potential risks.

How do I create an execution plan for an Ito run?▼

Create an execution plan for an Ito run by activating the Ito Planner and executing the command `ito agent instruction orchestrate` to generate a structured run order.

Can I identify missing metadata or blockers before running Ito orchestration?▼

Yes, you can identify missing metadata or blockers that may impede successful orchestration by performing an automated risk assessment during the Ito execution plan creation phase.

Does Ito orchestration planning support parallel groups?▼

Yes, Ito orchestration planning supports parallel groups by analyzing change metadata to construct execution plans that identify parallelization opportunities and preferred gates.

Related Skills

Explore More Software Engineering Skills→
withakaywithakay

ito-reviewer

Automate review of Ito orchestration gate results and worker changes.

Community
Advanced
0xharryriddle0xharryriddle
3

super-swarm-spark

Coordinate a rolling pool of Sparky subagents to execute plan tasks in parallel.

Community
Advanced
withakaywithakay

ito-worker

Execute Ito orchestration work packets and remediation tasks with CLI verification.

Community
Intermediate
lolwierdlolwierd
1

uv

Run Python scripts and manage dependencies with uv.

Community
Intermediate