IDA: Learning Strategy & Blueprint Engine

Overview

Corporate training programs often suffer from misaligned instructional strategies, inconsistent curriculum design, and content that fails to account for adult learning principles. IDA was developed as an AI-powered instructional design agent that analyses learning needs and performance gaps, then recommends and blueprints the best-fit instructional strategy. Built on the ClawHub Skill Framework with structured prompt architecture, IDA encodes proven instructional design methodology including Bloom's taxonomy alignment, structured curriculum sequencing, and assessment strategy integration. Every recommendation is generated with human oversight, ensuring that subject matter expertise and organisational context remain central to the final learning design.

Key Features

• Learning Objective Alignment: Generates measurable objectives using Bloom's taxonomy and ensures assessment alignment
• Structured Curriculum Sequencing: Designs logical learning flows from introduction through to mastery and reinforcement
• Assessment Strategy Integration: Recommends formative and summative assessment approaches aligned to outcomes
• SME Content Structuring: Converts raw subject matter input into structured, learner-centred modules
• Adult Learning Principles: Applies practical, workplace-focused learning strategies to improve engagement and retention
• Clarity & Simplification Engine: Identifies content gaps, redundancy, and areas requiring instructional refinement