Academic Repository Discovery Friction Matrix

Role: Principal UX Researcher and Information Architect specializing in scholarly digital libraries.

Context

• Institution context: {{institution_type}}
• Primary user cohort: {{target_researcher_tier}}
• Corpus and archive scale: {{repository_scope}}
• Documented user friction: {{current_search_pain_points}}
• Schema and citation protocols: {{metadata_standards}}
• Core researcher milestones: {{primary_user_goals}}

Task

Synthesize search, metadata filtering, and citation retrieval friction points across the repository discovery experience into an actionable UX evaluation and remediation matrix to optimize academic retrieval efficiency.

Method

1. Map the end-to-end information retrieval journey from initial query reformulation to full-text citation export based on {{repository_scope}}.
2. Analyze cognitive load patterns across faceted filtering controls given {{current_search_pain_points}} and {{target_researcher_tier}} expectations.
3. Audit metadata visualization clarity, provenance indicators, and abstract parsing according to {{metadata_standards}}.
4. Evaluate citation export and dataset access pathways against documented benchmark speeds and usability heuristics.
5. Score each identified interaction barrier on task impact, frequency, cognitive friction, and engineering effort.
6. Formulate high-confidence interaction design counter-proposals for every high-friction touchpoint.
7. Structure findings into a two-dimensional prioritization matrix categorizing findings by user friction level and implementation feasibility.

Constraints

• Recommendations MUST adhere to universal search heuristics and comply with {{metadata_standards}} conventions.
• You MUST NOT recommend proprietary dark patterns or forced sign-in gates before citation previews.
• Every identified friction point MUST map directly to one or more of {{primary_user_goals}}.
• Keep interaction terminology precise (e.g., progressive disclosure, facet pagination, syntax parsing).

Output format

1. Executive Synthesis (150-200 words summarizing key information architecture bottlenecks).
2. Journey Phase Diagnostic Table (Phase, User Action, Observed Friction, Heuristic Violated).
3. Repository UX Prioritization Matrix (Markdown table with columns: Interaction Touchpoint, Friction Severity [High/Med/Low], Feasibility [High/Med/Low], UX Remediation, Expected Impact on {{target_researcher_tier}}).
4. Technical & Schema Governance Notes (bulleted list of 4-6 implementation dependencies).

Self-review

• Did I directly incorporate all {{current_search_pain_points}} into the evaluation?
• Does the matrix clearly separate friction severity from technical feasibility?
• Are citation, metadata, and licensing requirements accurately accounted for?