When is the best time to use this skill?

It is most effective during the initial task decomposition phase of a project, especially when working in large, unfamiliar codebases or with complex technical requirements.

How does Planner RT-ICA prevent AI hallucinations?

It enforces a 'no invention' rule, meaning the model is forbidden from fabricating requirements, interfaces, or constraints when they aren't explicitly provided in the context.

What is the main difference between Planner RT-ICA and standard RT-ICA?

Planner RT-ICA is used during the planning phase to create a dependency graph and localize gaps without blocking the whole plan. Standard RT-ICA is used during the execution phase to block specific actions if inputs remain missing.

Does this skill stop the AI from generating a plan if information is missing?

No, it is specifically designed to allow planning to continue. It identifies gaps and creates 'unblock tasks' like repository scans or user questions to resolve the uncertainty later.

Planner RT-ICA

Name: Planner RT-ICA
Author: Jamie-BitFlight

byJamie-BitFlight

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Productivity & Workflow

Analyzes input completeness during the planning phase to identify dependencies and missing information without stalling the development workflow.

Planner RT-ICA is a specialized pre-pass skill designed for complex development planning where information might be incomplete or requirements are evolving. Unlike traditional blockers, it localizes uncertainty by identifying exactly which tasks are affected by missing data while allowing the rest of the plan to proceed. By generating explicit 'unblock' tasks and dependency-first graphs, it prevents AI 'hallucinations' or invented requirements, ensuring that every generated task is grounded in verified inputs or clearly marked as needing further discovery before execution.

Key Features

01Annotates downstream tasks with accuracy risk and required inputs

02Prevents requirement invention and placeholder fabrication

03Maintains plan continuity despite missing information

04Generates explicit unblock actions and discovery tasks

0526 GitHub stars

06Localizes uncertainty by identifying specific task dependencies

Use Cases

01Discovery-led development cycles requiring deep repository analysis

02Refactoring brownfield codebases where existing architecture is unknown

03Complex project planning with partial stakeholder requirements

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jamie-bitflight/claude_skills planner-rt-ica

For use in Claude.ai and ChatGPT

Download Skill