# Knowledge Management - Skills and Agents Backlog

This document identifies specialized skills and agents (subagents) that could enhance the Knowledge Management processes beyond general-purpose capabilities. These tools would provide domain-specific expertise, automation capabilities, and integration with specialized knowledge management tooling.

---

## Table of Contents

1. [Overview](#overview)
2. [Skills Backlog](#skills-backlog)
3. [Agents Backlog](#agents-backlog)
4. [Process-to-Skill/Agent Mapping](#process-to-skillagent-mapping)
5. [Shared Candidates](#shared-candidates)
6. [Implementation Priority](#implementation-priority)

---

## Overview

### Current State
All 5 implemented processes in this specialization currently use the `general-purpose` agent for task execution. While functional, this approach lacks domain-specific optimizations that specialized skills and agents could provide for knowledge management workflows.

### Implemented Processes
1. `tacit-to-explicit-conversion.js` - SECI model knowledge conversion
2. `mentoring-program.js` - Mentoring program design and implementation
3. `knowledge-base-content.js` - Knowledge base content development
4. `search-optimization.js` - Search and findability optimization
5. `taxonomy-metadata-governance.js` - Taxonomy and metadata governance

### Goals
- Provide deep expertise in knowledge management methodologies and frameworks
- Enable automated knowledge capture, curation, and discovery
- Integrate with wiki systems, knowledge bases, and documentation platforms
- Improve knowledge findability through search and taxonomy optimization
- Support knowledge graph construction and semantic relationships
- Facilitate communities of practice and knowledge sharing

---

## Skills Backlog

### SK-001: Confluence Integration Skill
**Slug**: `confluence-km`
**Category**: Wiki/Knowledge Base Platforms

**Description**: Deep integration with Atlassian Confluence for enterprise knowledge management.

**Capabilities**:
- Create, update, and manage Confluence spaces and pages via API
- Configure page hierarchies and navigation structures
- Manage labels, macros, and content templates
- Set up and configure space permissions and governance
- Export/import content for migration
- Configure Confluence apps and plugins (Gliffy, draw.io)
- Search API integration for findability analysis
- Analytics API for usage metrics and insights
- Manage content archives and retention policies

**Process Integration**:
- knowledge-base-content.js
- search-optimization.js
- taxonomy-metadata-governance.js

**Dependencies**: Confluence REST API, Atlassian SDK

---

### SK-002: SharePoint Knowledge Management Skill
**Slug**: `sharepoint-km`
**Category**: Wiki/Knowledge Base Platforms

**Description**: Microsoft SharePoint integration for enterprise knowledge portals.

**Capabilities**:
- Create and manage SharePoint sites, pages, and libraries
- Configure managed metadata and term stores
- Set up content types and site columns
- Implement information architecture and navigation
- Configure search schema and refiners
- Manage permissions and governance policies
- Power Platform integration (Power Automate flows)
- Viva Topics configuration and management
- Analytics and usage reporting

**Process Integration**:
- knowledge-base-content.js
- search-optimization.js
- taxonomy-metadata-governance.js

**Dependencies**: Microsoft Graph API, SharePoint REST API, PnP PowerShell

---

### SK-003: MediaWiki/Wiki.js Skill
**Slug**: `wiki-systems`
**Category**: Wiki/Knowledge Base Platforms

**Description**: Open-source wiki system management and configuration.

**Capabilities**:
- MediaWiki installation and configuration
- Wiki.js setup and administration
- Template and infobox creation
- Category and namespace management
- Extension/plugin management
- Skin/theme customization
- Bot automation for maintenance tasks
- Semantic MediaWiki configuration
- Search indexing optimization
- User permission management

**Process Integration**:
- knowledge-base-content.js
- search-optimization.js
- taxonomy-metadata-governance.js

**Dependencies**: MediaWiki API, Wiki.js GraphQL API

---

### SK-004: Notion Knowledge Base Skill
**Slug**: `notion-km`
**Category**: Wiki/Knowledge Base Platforms

**Description**: Notion workspace management for team knowledge bases.

**Capabilities**:
- Database design and relationship modeling
- Page and block management via API
- Template creation and distribution
- Workspace organization and structure
- Property and relation configuration
- Formula and rollup calculations
- Integration configuration (Slack, GitHub)
- Permission and sharing management
- Export and backup automation

**Process Integration**:
- knowledge-base-content.js
- mentoring-program.js

**Dependencies**: Notion API

---

### SK-005: Elasticsearch/OpenSearch Skill
**Slug**: `search-engine`
**Category**: Search Optimization

**Description**: Enterprise search engine configuration and optimization.

**Capabilities**:
- Index design and mapping configuration
- Analyzer and tokenizer customization
- Query DSL optimization
- Synonym dictionary management
- Relevance tuning and boosting
- Aggregation and facet configuration
- Search template development
- Performance monitoring and optimization
- Zero-result analysis and improvement
- A/B testing for search relevance

**Process Integration**:
- search-optimization.js
- knowledge-base-content.js

**Dependencies**: Elasticsearch/OpenSearch REST API, Kibana

---

### SK-006: Algolia Search Skill
**Slug**: `algolia-search`
**Category**: Search Optimization

**Description**: Algolia search-as-a-service integration and optimization.

**Capabilities**:
- Index configuration and schema design
- Searchable attributes and ranking configuration
- Facet and filter setup
- Synonym and alternative corrections
- Rules and query suggestion configuration
- Analytics dashboard integration
- InstantSearch UI component configuration
- A/B testing for search
- Personalization configuration

**Process Integration**:
- search-optimization.js
- knowledge-base-content.js

**Dependencies**: Algolia API, InstantSearch.js

---

### SK-007: Taxonomy Management Skill
**Slug**: `taxonomy-management`
**Category**: Taxonomy and Metadata

**Description**: Enterprise taxonomy creation, management, and governance.

**Capabilities**:
- Hierarchical taxonomy design and modeling
- Controlled vocabulary creation
- Thesaurus development (broader/narrower/related terms)
- Taxonomy visualization and reporting
- Term lifecycle management (add, merge, deprecate)
- Cross-taxonomy mapping
- SKOS/OWL export for interoperability
- Taxonomy quality assessment
- Auto-tagging rule development
- Taxonomy governance workflow management

**Process Integration**:
- taxonomy-metadata-governance.js
- search-optimization.js
- knowledge-base-content.js

**Dependencies**: PoolParty API, TopBraid API, Semaphore

---

### SK-008: Knowledge Graph Skill
**Slug**: `knowledge-graph`
**Category**: Knowledge Organization

**Description**: Knowledge graph construction and semantic data management.

**Capabilities**:
- Neo4j graph database modeling and queries
- RDF triple store management
- Ontology development (OWL, RDFS)
- SPARQL query development
- Entity extraction and linking
- Relationship inference
- Graph visualization (D3, vis.js, Cytoscape)
- Knowledge graph embedding
- Entity disambiguation
- Graph-based recommendation

**Process Integration**:
- tacit-to-explicit-conversion.js
- search-optimization.js
- taxonomy-metadata-governance.js

**Dependencies**: Neo4j, RDF4J, GraphDB, Apache Jena

---

### SK-009: Expert Finder Skill
**Slug**: `expert-finder`
**Category**: Expertise Location

**Description**: Expert identification and skills database management.

**Capabilities**:
- Skills profile extraction from documents
- Expertise inference from activity patterns
- Expert directory management
- Skills taxonomy alignment
- Expert matching algorithms
- Expertise level assessment
- Social network analysis for knowledge flow
- Recommender systems for expert connection
- Proficiency verification workflows

**Process Integration**:
- mentoring-program.js
- tacit-to-explicit-conversion.js

**Dependencies**: Skills APIs, Graph databases

---

### SK-010: Content Curation Skill
**Slug**: `content-curation`
**Category**: Content Management

**Description**: Automated content curation, aggregation, and quality management.

**Capabilities**:
- Content quality scoring algorithms
- Duplicate and near-duplicate detection
- Content freshness monitoring
- Relevance scoring and ranking
- Auto-categorization and tagging
- Content summarization
- Readability analysis
- Link rot detection and archival
- Content lifecycle management
- Featured content selection

**Process Integration**:
- knowledge-base-content.js
- search-optimization.js

**Dependencies**: NLP libraries, ML models

---

### SK-011: Community of Practice Platform Skill
**Slug**: `cop-platform`
**Category**: Collaboration

**Description**: Community of practice platform management and facilitation.

**Capabilities**:
- Discussion forum management
- Q&A platform configuration (Stack Overflow for Teams)
- Community health metrics
- Engagement analytics
- Gamification configuration (badges, reputation)
- Event and webinar management
- Member profiling and matching
- Content moderation workflows
- Notification and digest configuration

**Process Integration**:
- mentoring-program.js
- tacit-to-explicit-conversion.js

**Dependencies**: Discourse API, Stack Overflow for Teams API

---

### SK-012: Interview/Elicitation Recording Skill
**Slug**: `knowledge-elicitation`
**Category**: Knowledge Capture

**Description**: Knowledge elicitation session recording and transcription.

**Capabilities**:
- Audio/video recording integration
- Automated transcription (Whisper, cloud APIs)
- Speaker diarization
- Key topic extraction
- Action item identification
- Timestamp linking to topics
- Searchable transcript indexing
- Summary generation
- Knowledge nugget extraction

**Process Integration**:
- tacit-to-explicit-conversion.js
- mentoring-program.js

**Dependencies**: Whisper API, OpenAI, cloud transcription services

---

### SK-013: Learning Management System Skill
**Slug**: `lms-integration`
**Category**: Learning and Training

**Description**: LMS integration for knowledge transfer and training.

**Capabilities**:
- SCORM/xAPI content management
- Course creation and assignment
- Learning path configuration
- Progress tracking and reporting
- Assessment and quiz management
- Certificate generation
- Competency mapping
- Integration with HR systems
- Analytics and completion reporting

**Process Integration**:
- mentoring-program.js
- tacit-to-explicit-conversion.js

**Dependencies**: LMS APIs (Moodle, Canvas, Cornerstone)

---

### SK-014: Process Mining Skill
**Slug**: `process-mining`
**Category**: Knowledge Discovery

**Description**: Process mining for capturing and documenting implicit workflows.

**Capabilities**:
- Event log analysis
- Process model discovery
- Conformance checking
- Process variant analysis
- Bottleneck identification
- Decision point mining
- Resource analysis
- Process documentation generation
- BPMN model export

**Process Integration**:
- tacit-to-explicit-conversion.js

**Dependencies**: PM4Py, Celonis API, process mining tools

---

### SK-015: Metadata Schema Skill
**Slug**: `metadata-schema`
**Category**: Taxonomy and Metadata

**Description**: Metadata schema design and validation.

**Capabilities**:
- JSON Schema development and validation
- Dublin Core metadata application
- Schema.org vocabulary usage
- Custom metadata profile creation
- Metadata crosswalk development
- Interoperability standard compliance (OAI-PMH)
- Metadata quality assessment
- Schema versioning and migration
- Validation rule development

**Process Integration**:
- taxonomy-metadata-governance.js
- knowledge-base-content.js

**Dependencies**: JSON Schema validators, RDF libraries

---

### SK-016: Autocomplete/Type-ahead Skill
**Slug**: `autocomplete-engine`
**Category**: Search Optimization

**Description**: Search autocomplete and type-ahead suggestion optimization.

**Capabilities**:
- Suggestion index configuration
- Query log analysis for suggestions
- Popular query mining
- Personalized suggestions
- Category-aware suggestions
- Typo tolerance configuration
- Multi-language support
- Suggestion ranking algorithms
- Real-time suggestion updates

**Process Integration**:
- search-optimization.js

**Dependencies**: Elasticsearch suggesters, Algolia query suggestions

---

### SK-017: Readability Analysis Skill
**Slug**: `readability-analysis`
**Category**: Content Quality

**Description**: Content readability and accessibility analysis.

**Capabilities**:
- Flesch-Kincaid readability scoring
- Gunning Fog index calculation
- SMOG readability assessment
- Plain language compliance checking
- Sentence and paragraph length analysis
- Passive voice detection
- Jargon identification
- Accessibility compliance (WCAG)
- Reading time estimation
- Improvement recommendations

**Process Integration**:
- knowledge-base-content.js
- tacit-to-explicit-conversion.js

**Dependencies**: textstat, readability-lxml, Vale

---

### SK-018: Version Control for Content Skill
**Slug**: `content-versioning`
**Category**: Content Management

**Description**: Content version control and change tracking.

**Capabilities**:
- Git-based documentation workflows
- Content diff and comparison
- Branching strategies for content
- Review and approval workflows
- Rollback and restore capabilities
- Conflict resolution
- Audit trail maintenance
- Content snapshot management
- Change notification configuration

**Process Integration**:
- knowledge-base-content.js
- taxonomy-metadata-governance.js

**Dependencies**: Git, documentation platforms with versioning

---

### SK-019: Knowledge Analytics Skill
**Slug**: `knowledge-analytics`
**Category**: Analytics

**Description**: Knowledge base analytics and usage reporting.

**Capabilities**:
- Page view and engagement tracking
- Search analytics and query analysis
- Content effectiveness scoring
- Knowledge gap identification
- User journey analysis
- Contribution metrics
- Time-to-knowledge measurement
- ROI calculation for knowledge initiatives
- Dashboard and report generation
- Trend analysis and forecasting

**Process Integration**:
- knowledge-base-content.js
- search-optimization.js

**Dependencies**: Analytics APIs, BI tools

---

### SK-020: Semantic Similarity Skill
**Slug**: `semantic-similarity`
**Category**: Knowledge Organization

**Description**: Semantic similarity computation for content relationships.

**Capabilities**:
- Document embedding generation
- Sentence transformer models
- Similarity search and clustering
- Related content recommendation
- Duplicate detection
- Topic modeling (LDA, BERTopic)
- Semantic search integration
- Content gap analysis via similarity
- Concept extraction

**Process Integration**:
- search-optimization.js
- knowledge-base-content.js
- tacit-to-explicit-conversion.js

**Dependencies**: Sentence-transformers, OpenAI embeddings, Pinecone

---

---

## Agents Backlog

### AG-001: Knowledge Architect Agent
**Slug**: `knowledge-architect`
**Category**: Strategy and Design

**Description**: Senior knowledge management strategist and information architect.

**Expertise Areas**:
- Knowledge management strategy development
- Information architecture design
- Taxonomy and ontology modeling
- Knowledge audit methodologies
- KM maturity assessment frameworks
- Knowledge flow mapping
- Technology selection for KM
- Change management for KM initiatives

**Persona**:
- Role: Chief Knowledge Officer / KM Director
- Experience: 15+ years knowledge management
- Background: Library science, information management, consulting

**Process Integration**:
- taxonomy-metadata-governance.js (strategy, framework design)
- knowledge-base-content.js (architecture, strategy)
- search-optimization.js (information architecture)

---

### AG-002: Taxonomy Specialist Agent
**Slug**: `taxonomy-specialist`
**Category**: Knowledge Organization

**Description**: Expert in taxonomy design, controlled vocabularies, and metadata governance.

**Expertise Areas**:
- Faceted taxonomy design
- Thesaurus construction (ISO 25964)
- Controlled vocabulary management
- Auto-classification rule development
- Tagging guidelines and training
- Taxonomy governance processes
- Cross-mapping and interoperability
- Taxonomy usability testing

**Persona**:
- Role: Taxonomy Manager / Ontologist
- Experience: 10+ years taxonomy and classification
- Background: Library and information science, linguistics

**Process Integration**:
- taxonomy-metadata-governance.js (all phases)
- search-optimization.js (metadata, synonyms)
- knowledge-base-content.js (tagging guidelines)

---

### AG-003: Knowledge Engineer Agent
**Slug**: `knowledge-engineer`
**Category**: Knowledge Capture

**Description**: Specialist in knowledge elicitation, capture, and externalization techniques.

**Expertise Areas**:
- Cognitive task analysis
- Knowledge elicitation techniques (interviews, observation)
- SECI model application
- Expert system development
- Decision support documentation
- Mental model elicitation
- Protocol analysis
- Knowledge representation

**Persona**:
- Role: Knowledge Engineer
- Experience: 10+ years knowledge engineering
- Background: AI/knowledge engineering, cognitive science

**Process Integration**:
- tacit-to-explicit-conversion.js (all phases)
- mentoring-program.js (knowledge transfer design)

---

### AG-004: Search and Findability Expert Agent
**Slug**: `search-expert`
**Category**: Search Optimization

**Description**: Enterprise search and information retrieval specialist.

**Expertise Areas**:
- Search relevance tuning
- Query analysis and optimization
- Search UX design
- Faceted search configuration
- Natural language processing for search
- Search analytics interpretation
- Synonym and thesaurus management
- Zero-result rate optimization
- Search evaluation metrics (MRR, NDCG)

**Persona**:
- Role: Search Relevance Engineer / Search Product Manager
- Experience: 8+ years enterprise search
- Background: Information retrieval, search engineering

**Process Integration**:
- search-optimization.js (all phases)
- knowledge-base-content.js (findability)

---

### AG-005: Content Strategist Agent
**Slug**: `km-content-strategist`
**Category**: Content Management

**Description**: Knowledge base content strategy and governance specialist.

**Expertise Areas**:
- Content strategy development
- Editorial workflow design
- Content lifecycle management
- Quality standards development
- Style guide creation
- Content audit methodologies
- Governance framework design
- Content operations optimization
- Reuse and single-sourcing strategies

**Persona**:
- Role: Content Strategy Director
- Experience: 12+ years content management
- Background: Technical writing, content strategy

**Process Integration**:
- knowledge-base-content.js (all phases)
- taxonomy-metadata-governance.js (governance)

---

### AG-006: Community Manager Agent
**Slug**: `cop-community-manager`
**Category**: Collaboration

**Description**: Community of practice facilitation and management specialist.

**Expertise Areas**:
- Community design and launch
- Engagement and activation strategies
- Community health metrics
- Facilitation techniques
- Knowledge sharing culture building
- Community governance models
- Virtual collaboration best practices
- Community lifecycle management
- Member onboarding and recognition

**Persona**:
- Role: Community of Practice Manager
- Experience: 8+ years community management
- Background: Organizational development, facilitation

**Process Integration**:
- mentoring-program.js (community elements)
- tacit-to-explicit-conversion.js (socialization)

---

### AG-007: Learning Designer Agent
**Slug**: `km-learning-designer`
**Category**: Learning and Training

**Description**: Learning experience designer for knowledge transfer programs.

**Expertise Areas**:
- Instructional design for knowledge transfer
- Mentoring program design
- Microlearning development
- Learning path curation
- Assessment design
- Experiential learning design
- Just-in-time learning systems
- Knowledge retention techniques
- Blended learning approaches

**Persona**:
- Role: Learning Experience Designer
- Experience: 10+ years learning design
- Background: Instructional design, adult learning

**Process Integration**:
- mentoring-program.js (all phases)
- tacit-to-explicit-conversion.js (internalization)

---

### AG-008: Knowledge Graph Specialist Agent
**Slug**: `kg-specialist`
**Category**: Knowledge Organization

**Description**: Knowledge graph and semantic web specialist.

**Expertise Areas**:
- Ontology engineering (OWL, RDFS)
- Knowledge graph design patterns
- Entity extraction and linking
- Semantic data modeling
- Graph database optimization
- SPARQL query development
- Knowledge graph applications
- Reasoning and inference
- Graph analytics

**Persona**:
- Role: Knowledge Graph Engineer
- Experience: 8+ years semantic technologies
- Background: AI, semantic web, data engineering

**Process Integration**:
- taxonomy-metadata-governance.js (ontology design)
- search-optimization.js (entity-based search)
- tacit-to-explicit-conversion.js (knowledge representation)

---

### AG-009: Wiki/Platform Administrator Agent
**Slug**: `wiki-platform-admin`
**Category**: Platform Management

**Description**: Knowledge base platform administration and optimization specialist.

**Expertise Areas**:
- Wiki platform configuration
- Information architecture implementation
- Permission and access management
- Template and macro development
- Search configuration
- Integration and automation
- Performance optimization
- User support and training
- Platform governance

**Persona**:
- Role: Knowledge Platform Administrator
- Experience: 7+ years wiki/platform administration
- Background: IT, information management

**Process Integration**:
- knowledge-base-content.js (platform setup)
- search-optimization.js (platform search config)

---

### AG-010: Knowledge Analyst Agent
**Slug**: `knowledge-analyst`
**Category**: Analytics

**Description**: Knowledge management analytics and measurement specialist.

**Expertise Areas**:
- KM metrics and KPIs
- Knowledge audit execution
- Usage analytics interpretation
- ROI measurement for KM
- Benchmark development
- Survey design and analysis
- Data visualization for KM
- Reporting and dashboards
- Continuous improvement recommendations

**Persona**:
- Role: Knowledge Management Analyst
- Experience: 6+ years KM analytics
- Background: Business analytics, organizational research

**Process Integration**:
- knowledge-base-content.js (metrics design)
- search-optimization.js (analytics setup)
- taxonomy-metadata-governance.js (quality metrics)

---

### AG-011: Subject Matter Expert Liaison Agent
**Slug**: `sme-liaison`
**Category**: Knowledge Capture

**Description**: Facilitator for subject matter expert engagement and knowledge extraction.

**Expertise Areas**:
- SME interview facilitation
- Knowledge capture session design
- Stakeholder relationship management
- Expert network development
- Validation and review coordination
- Incentive program design
- Time-to-knowledge optimization
- Resistance management
- Expert availability optimization

**Persona**:
- Role: Knowledge Capture Coordinator
- Experience: 7+ years SME engagement
- Background: Project management, facilitation, change management

**Process Integration**:
- tacit-to-explicit-conversion.js (expert engagement)
- mentoring-program.js (mentor coordination)
- knowledge-base-content.js (SME reviews)

---

### AG-012: Information Governance Specialist Agent
**Slug**: `info-governance`
**Category**: Governance

**Description**: Information governance and compliance specialist for knowledge management.

**Expertise Areas**:
- Information governance frameworks
- Records management integration
- Retention policy development
- Compliance requirements (GDPR, HIPAA)
- Access control design
- Audit trail requirements
- Legal hold procedures
- Data classification
- Privacy by design

**Persona**:
- Role: Information Governance Manager
- Experience: 10+ years information governance
- Background: Records management, compliance, legal

**Process Integration**:
- taxonomy-metadata-governance.js (governance framework)
- knowledge-base-content.js (retention, compliance)

---

---

## Process-to-Skill/Agent Mapping

| Process File | Primary Skills | Primary Agents |
|-------------|---------------|----------------|
| tacit-to-explicit-conversion.js | SK-008, SK-012, SK-014, SK-020 | AG-003, AG-006, AG-011 |
| mentoring-program.js | SK-009, SK-011, SK-013 | AG-007, AG-006, AG-011 |
| knowledge-base-content.js | SK-001, SK-002, SK-003, SK-004, SK-010, SK-017, SK-018, SK-019 | AG-005, AG-009, AG-010 |
| search-optimization.js | SK-005, SK-006, SK-007, SK-016, SK-019, SK-020 | AG-004, AG-002 |
| taxonomy-metadata-governance.js | SK-007, SK-008, SK-015 | AG-002, AG-001, AG-008, AG-012 |

---

## Shared Candidates

These skills and agents are strong candidates for extraction to a shared library as they apply across multiple specializations.

### Shared Skills

| ID | Skill | Potential Shared Specializations |
|----|-------|----------------------------------|
| SK-001 | Confluence Integration | Technical Documentation, DevOps/SRE |
| SK-002 | SharePoint Knowledge Management | Technical Documentation, Enterprise Systems |
| SK-005 | Elasticsearch/OpenSearch | Technical Documentation, Data Engineering |
| SK-008 | Knowledge Graph | Data Engineering, Software Architecture |
| SK-013 | LMS Integration | HR/L&D, Training Development |
| SK-017 | Readability Analysis | Technical Documentation, Content Strategy |
| SK-019 | Knowledge Analytics | Business Intelligence, Data Analytics |
| SK-020 | Semantic Similarity | AI/ML, Data Science |

### Shared Agents

| ID | Agent | Potential Shared Specializations |
|----|-------|----------------------------------|
| AG-001 | Knowledge Architect | Software Architecture, Enterprise Architecture |
| AG-005 | Content Strategist | Technical Documentation, Marketing |
| AG-007 | Learning Designer | HR/L&D, Training Development |
| AG-012 | Information Governance Specialist | Compliance, Records Management |

---

## Implementation Priority

### Phase 1: Core Knowledge Base Skills (High Impact)
1. **SK-001**: Confluence Integration - Most common enterprise wiki
2. **SK-005**: Elasticsearch/OpenSearch - Enterprise search foundation
3. **SK-007**: Taxonomy Management - Classification foundation
4. **SK-010**: Content Curation - Quality management baseline

### Phase 2: Core Agents (High Impact)
1. **AG-001**: Knowledge Architect - Strategy and design leadership
2. **AG-004**: Search and Findability Expert - Discovery optimization
3. **AG-005**: Content Strategist - Content governance
4. **AG-002**: Taxonomy Specialist - Classification expertise

### Phase 3: Knowledge Capture and Transfer
1. **SK-008**: Knowledge Graph - Semantic relationships
2. **SK-012**: Interview/Elicitation Recording - Tacit knowledge capture
3. **SK-009**: Expert Finder - Expertise location
4. **AG-003**: Knowledge Engineer
5. **AG-011**: SME Liaison Agent

### Phase 4: Platform Integration
1. **SK-002**: SharePoint Knowledge Management
2. **SK-003**: MediaWiki/Wiki.js
3. **SK-004**: Notion Knowledge Base
4. **SK-006**: Algolia Search
5. **AG-009**: Wiki/Platform Administrator

### Phase 5: Learning and Community
1. **SK-011**: Community of Practice Platform
2. **SK-013**: Learning Management System
3. **AG-006**: Community Manager Agent
4. **AG-007**: Learning Designer Agent

### Phase 6: Advanced Optimization
1. **SK-016**: Autocomplete/Type-ahead
2. **SK-020**: Semantic Similarity
3. **SK-019**: Knowledge Analytics
4. **AG-008**: Knowledge Graph Specialist
5. **AG-010**: Knowledge Analyst

### Phase 7: Governance and Quality
1. **SK-014**: Process Mining
2. **SK-015**: Metadata Schema
3. **SK-017**: Readability Analysis
4. **SK-018**: Version Control for Content
5. **AG-012**: Information Governance Specialist

---

## Summary Statistics

| Category | Count |
|----------|-------|
| Skills Identified | 20 |
| Agents Identified | 12 |
| Shared Skill Candidates | 8 |
| Shared Agent Candidates | 4 |
| Total Processes Covered | 5 |

---

**Created**: 2026-01-24
**Version**: 1.0.0
**Status**: Phase 4 - Skills and Agents Identified
**Next Step**: Phase 5 - Implement specialized skills and agents
