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a5c-ai

a5c-ai

1427 Skills published on GitHub.

stakeholder-facilitation

Facilitate meetings, workshops, and community consultations with diverse stakeholders including artists, board members, funders, and community representatives

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accessibility-compliance-auditing

Evaluate learning materials and technology for WCAG, Section 508, and accessibility compliance with remediation recommendations

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assessment-item-development

Create valid, reliable assessment items across formats (multiple choice, constructed response, performance tasks) following psychometric best practices

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curriculum-gap-analysis

Identify gaps, overlaps, and misalignments in curriculum coverage through systematic comparison with standards and learning progressions

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elearning-storyboarding

Create detailed storyboards for interactive digital learning content specifying narration, visuals, interactions, and navigation

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facilitation-workshop-delivery

Design and facilitate engaging professional development workshops using adult learning principles and active learning strategies

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instructional-video-production

Plan, record, edit, and produce instructional video content including screencasts, demonstrations, and talking-head videos

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learning-analytics-interpretation

Analyze learner data from LMS reports, assessments, and engagement metrics to identify patterns and inform instructional decisions

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learning-needs-analysis

Conduct comprehensive learner audience analysis, identify performance gaps, and determine instructional requirements using surveys, interviews, and data analysis

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learning-objectives-writing

Write measurable, SMART learning objectives using Bloom's Taxonomy cognitive levels aligned with desired outcomes and assessment strategies

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learning-transfer-design

Design instructional strategies that promote knowledge and skill transfer to real-world application contexts

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lms-configuration-administration

Configure learning management system settings, user roles, course templates, gradebooks, and third-party integrations

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multimedia-learning-design

Apply Mayer's multimedia learning principles to design effective audio, video, graphics, and animations that reduce cognitive load

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quality-assurance-review

Conduct systematic quality reviews of instructional materials using established rubrics (Quality Matters) and design standards

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rubric-design-validation

Develop clear scoring rubrics with defined criteria, performance levels, and anchor examples ensuring inter-rater reliability

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standards-alignment-mapping

Systematically map curriculum content to educational standards with vertical and horizontal alignment documentation

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accreditation-tracer-simulation

Simulate Joint Commission tracer methodology to assess compliance with accreditation standards across patient care processes and support systems

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care-transition-coordination

Manage care transitions between settings including discharge planning, medication reconciliation, follow-up scheduling, and post-acute care coordination

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clinical-decision-support-rules

Develop and maintain clinical decision support rules including alerts, reminders, order sets, and evidence-based recommendations within EHR systems

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clinical-documentation-query

Generate compliant physician queries to clarify clinical documentation for accurate coding, severity of illness, and risk of mortality capture

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clinical-workflow-analysis

Analyze clinical workflows to identify inefficiencies, bottlenecks, and improvement opportunities using Lean healthcare principles and value stream mapping techniques

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health-data-integration

Facilitate interoperability between health IT systems including EHR, HIE, and clinical decision support through HL7, FHIR, and other healthcare data standards

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medical-coding-audit

Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement opportunities and coding errors

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patient-safety-event-analysis

Investigate patient safety events using RCA, FMEA, and other systematic analysis methods to identify contributing factors and develop corrective actions

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payer-contract-analysis

Analyze payer contracts for reimbursement rates, terms, and value-based incentives to optimize revenue and support contract negotiations

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population-health-stratification

Stratify patient populations by risk level using claims data, clinical data, and social determinants to prioritize care management interventions

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quality-metrics-measurement

Collect, calculate, and report healthcare quality metrics including core measures, HEDIS, patient safety indicators, and value-based purchasing measures

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regulatory-compliance-assessment

Evaluate organizational compliance with healthcare regulations including HIPAA, CMS Conditions of Participation, and accreditation standards through gap analysis and audit procedures

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revenue-cycle-analytics

Analyze revenue cycle performance metrics including denial rates, days in AR, clean claim rates, and collection efficiency to identify improvement opportunities

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workforce-demand-forecasting

Project healthcare workforce requirements based on patient volume trends, acuity levels, productivity standards, and skill mix optimization

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archival-finding-aid-interpretation

Navigate finding aids, catalog systems, and archival hierarchies to locate relevant collections and documents efficiently

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citation-scholarly-apparatus

Format citations, footnotes, and bibliographies following Chicago, MLA, and disciplinary style guides with accuracy

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critical-theory-application

Apply theoretical frameworks (postcolonial, feminist, Marxist, post-structuralist) to cultural texts and phenomena

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ethnographic-coding-thematics

Code qualitative field data, identify emergent themes, and develop grounded interpretations using NVivo/Atlas.ti methodologies

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gis-mapping-humanities

Create spatial visualizations and geographic analyses for historical and cultural research questions using QGIS/ArcGIS

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grant-narrative-writing

Compose compelling research narratives for NEH, ACLS, and foundation funding proposals with clear significance statements

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ipa-transcription-phonological

Transcribe speech using International Phonetic Alphabet and analyze sound systems including phonotactics and phonological rules

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literary-close-reading

Perform systematic textual analysis identifying patterns in language, imagery, narrative structure, and rhetorical devices

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metadata-standards-implementation

Apply Dublin Core, METS, MODS, and other metadata schemas for digital collections and archival materials

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morphosyntactic-analysis

Parse word structure and sentence patterns to document grammatical systems for language description and typology

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oral-history-interview-technique

Conduct life history and testimonial interviews with appropriate prompting, active listening, and trauma-informed approaches

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primary-source-evaluation

Authenticate, date, and critically assess historical documents for provenance, reliability, and bias with systematic source criticism methodology

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research-ethics-irb-navigation

Prepare ethics applications, develop informed consent protocols, and navigate institutional review processes for human subjects research

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tei-text-encoding

Encode texts following Text Encoding Initiative standards for digital editions, annotations, and scholarly apparatus

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topic-modeling-text-mining

Apply LDA, NMF, and other computational methods to discover patterns in large text corpora with appropriate parameter tuning

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argument-mapping-reconstruction

Extract arguments from complex texts, identify premises, conclusions, and implicit assumptions, and create visual argument maps using Toulmin model or standard form

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bioethics-deliberation

Apply bioethical principles (autonomy, beneficence, non-maleficence, justice) and case-based reasoning to healthcare decisions, research protocols, and clinical dilemmas

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comparative-religion-analysis

Conduct phenomenological comparison of religious traditions, beliefs, practices, and institutions while maintaining methodological neutrality and scholarly rigor

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conceptual-analysis

Analyze philosophical concepts through examination of necessary and sufficient conditions, identify counterexamples, clarify conceptual boundaries, and resolve ambiguities

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ethical-framework-application

Apply multiple ethical frameworks (deontological, consequentialist, virtue ethics, care ethics) systematically to moral problems and generate reasoned recommendations

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