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 19, 2026
Generate study materials. Use when creating study plans, quizzes, flashcards, tracking progress, or scheduling review sessions.
Loads any thinker's, leader's, philosopher's, or organization's complete mental operating system directly into the AI — so the AI reasons FROM inside that co...
Configures Rocq environments, runs preflight checks, and guides the proving workflow for OpenMath Rocq theorems. Use when the user wants to set up Rocq tooli...
Use when performing study tasks on browser-based platforms such as Yuketang, Xuexitong, Zhihuishu, and Pintia, including answering quizzes and page actions.
查询亚马逊商品的历史时序数据,包括价格走势、BSR(畅销排名)趋势、评分变化、卖家数量和月销量,支持多个亚马逊站点的任意ASIN。当用户提到价格历史、价格追踪、BSR历史、BSR趋势、历史定价、价格波动、Keepa数据、排名历史、降价提醒、秒杀历史价格、Buy Box价格趋势、优惠券价格、FBA/FBM价格对比、...
Delivers data-driven analysis on global food prices, crop supply-demand, food security, climate impacts, agritech, trade flows, and fisheries trends.