savvides

WCAG 2.1 AA compliance audit plus Universal Design for Learning (UDL 3.0) enhancement review for course designs. Two-tier output: "Must Fix" for accessibility violations and "Should Improve" for UDL recommendations. Works standalone or reads from the idstack project manifest. (idstack)

Evidence-based assessment design with rubrics, feedback strategies, and formative checkpoints. Aligns each assessment to learning objectives using Bloom's taxonomy. Applies Nicol's 7 principles of good feedback practice. Reads from /learning-objectives manifest and extends it with assessment specs. (idstack)

Generate complete course content from the idstack manifest. Produces syllabus, module pages, assignment descriptions, and rubric documents. Content follows cognitive load principles and adapts to learner expertise level. Reads from the full pipeline (needs, objectives, assessments) for richest output. (idstack)

Export course content to any LMS. Generates IMS Common Cartridge files (.imscc) compatible with Canvas, Blackboard, Moodle, and D2L, or pushes directly to Canvas via REST API. Reads from /course-builder output and the idstack manifest. The output IS the course. (idstack)

Universal course import from any LMS. Reads IMS Common Cartridge files, pasted course documents, or Canvas REST API. Maps course structure to the idstack manifest with quality flags, task analysis, and Bloom's classification. Works with Canvas, Blackboard, Moodle, and D2L. (idstack)

Evidence-based course quality audit aligned with Quality Matters standards and Community of Inquiry framework. Reviews structural quality, teaching/social/cognitive presence, and constructive alignment. Works standalone or reads from the idstack project manifest for richer analysis. (idstack)

Manage project learnings. Search, list, delete, promote, and export what idstack has learned across sessions. Use when asked to "what have we learned", "show learnings", "prune stale learnings", or "export learnings". (idstack)

Evidence-based learning objective development with revised Bloom's taxonomy classification and bidirectional alignment checking. Reads from /needs-analysis manifest and extends it with ILOs, alignment matrix, and expertise reversal flags. (idstack)

Drafts a JTBD-native product brief from Job Map data. Accepts a Job Map YAML file (.jtbd/jobs/*.yml). Outputs to .jtbd/briefs/. Use when: "product brief", "jtbd brief", "write prd".

Generates an HTML diagram of the four forces driving a switch. Accepts either a single interview file (.jtbd/switches/*.yml) or an aggregate patterns file (.jtbd/patterns/*.yml). Outputs a standalone HTML file to .jtbd/forces/. Use when: "draw forces", "jtbd forces", "forces diagram".

Run the full JTBD analysis pipeline on a batch of interview transcripts. Analyzes each transcript into a Switch analysis, then finds cross-interview patterns. Accepts a directory of transcript files or Fireflies meeting IDs. Use when: "analyze all interviews", "jtbd pipeline", "batch analysis", "process transcripts".

Guided walkthrough of the JTBD skills. Takes a new user from "what is this?" to "I understand the four forces and know what to do next" in about 5 minutes. Uses existing example data, no real interview required. Use when: "demo", "tutorial", "how does this work", "show me", "getting started".

Generate a customized Switch interview script based on your product context and existing evidence gaps. Outputs a ready-to-use markdown guide with Moesta's timeline reconstruction questions and force-probing techniques. Use when: "interview script", "jtbd interview", "interview guide", "how to interview".

Find cross-interview patterns across 3+ switch analyses in .jtbd/switches/. Clusters recurring jobs, identifies force patterns, surfaces evidence gaps, and generates actionable recommendations. Outputs structured YAML to .jtbd/patterns/. Use when: "find patterns", "jtbd patterns", "cross-interview", "what are the jobs".

Analyze a customer interview transcript using Moesta's Switch methodology. Extracts the switching timeline, four forces (push/pull/anxiety/habit), and a Klement-format job story. Outputs structured YAML to .jtbd/switches/. Use when: "analyze interview", "jtbd switch", "customer interview", "switching analysis".