ida-instructional-design-agentAnalyzes learning needs and performance gaps to recommend and blueprint the best-fit instructional strategy with human oversight for corporate training.
Install via ClawdBot CLI:
clawdbot install mrummler17/ida-instructional-design-agentGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
A bank needs to train employees on new anti-money laundering regulations. IDA analyzes policy documents and SME transcripts to classify the need as compliance coverage, recommending a framework focused on audit readiness and mandatory assessment.
A tech company wants to onboard new sales reps on product features and sales processes. IDA uses job descriptions and discovery call notes to identify a mixed gap with a high-risk procedural skill gap, suggesting a procedural skills framework with worked examples.
A manufacturing firm aims to improve decision-making and team management among mid-level managers. IDA analyzes client emails and capability outlines, classifying it as a behavior gap and recommending action mapping for observable behavior change.
A hospital introduces new medical devices and needs to train nurses on safe operation. IDA reviews briefs and SME dumps, identifying a procedural skill gap and proposing a framework with error prevention and practice sequencing.
A retail chain seeks to boost customer satisfaction through improved service interactions. IDA uses discovery call notes to determine a behavior gap, applying action mapping to design practice scenarios and reinforcement plans.
L&D firms use IDA to accelerate instructional design projects for corporate clients, offering strategy blueprints as a premium service to reduce development time and improve alignment with business goals.
E-learning platforms integrate IDA as an AI-powered feature to help users create training strategies automatically, enhancing tool value and attracting enterprise customers seeking scalable solutions.
Large organizations deploy IDA internally to streamline training development across departments, reducing reliance on external vendors and standardizing instructional design processes for cost efficiency.
💬 Integration Tip
Integrate IDA early in project discovery phases to validate training needs and align stakeholders, ensuring human oversight reviews all outputs before execution.
Scored Apr 18, 2026
Comprehensive AI programming tutor for all levels. Teaches programming through interactive lessons, code review, debugging guidance, algorithm practice, project mentoring, and design pattern exploration. Use when the user wants to: learn a programming language, debug code, understand algorithms, review their code, learn design patterns, practice data structures, prepare for coding interviews, understand best practices, build projects, or get help with homework. Supports Python and JavaScript.
自主上网学习技能 - 让 AI 能够主动搜索、浏览和从互联网获取知识。当用户要求了解最新信息、学习新知识、查询新闻、获取某个主题的详细信息,或需要从网络上获取数据时触发此技能。
Auto-analyze mistake and success patterns and reflect in skills
对用户提供的任何学术论文(PDF附件或URL)进行双模式深度研读。当用户请求分析、研读、解读或总结一篇学术论文时,使用此技能。一次性生成两份报告:Part A 面向研究者的深度专业解析,Part B 面向快速理解的核心逻辑与价值提炼。
Create a Google Classroom course and invite students.
Google Classroom: Manage classes, rosters, and coursework.