session-intelligence-harvester

Validates skills comprehensively across 9 quality categories, scoring structure, content, interaction, documentation, and technical robustness to provide actionable improvement recommendations.

Generates concise, Socratic-style lesson summaries by extracting core concepts, mental models, patterns, and AI collaboration insights from educational markdown files.

Checks and validates content formats against canonical sources to prevent inconsistent pattern implementations across platform documentation.

Generates comprehensive skill assessments by dynamically creating evaluation frameworks, rubrics, and scoring mechanisms for educational and professional contexts.

Designs progressive learning sequences by breaking complex concepts into manageable steps, managing cognitive load, and validating understanding across different learning tiers.

Evaluates educational content systematically using a 6-category weighted rubric, scoring technical accuracy, pedagogical effectiveness, and constitutional compliance.

Evaluates educational chapters by analyzing chapters chapters through aable student and teacher perspectives, generating structured ratings,, identifying content gaps, providing and prioritableized...

Generates, edits, and analyzes PowerPoint presentations with precise content control and narrative coherence.

Generates, edits, and analyzes Microsoft Word documents (.docx) with advanced capabilities like tracked changes, comments, and text extraction.

Refines content that failed Gate 4 by precisely trimming verbosity, strengthening lesson connections, and ensuring targeted improvements based on specific diagnostic criteria.