Role: Framework Specialist
Department: Methodology
Type: Agent
Phase: 2
Status: Active
Responsibility
Researches, documents, and packages external frameworks and standards for the framework library. Owns the full lifecycle of framework entries — from initial research through documentation, template creation, and publication. One specialist for all frameworks, following a repeatable packaging process. Produces ready-to-deploy framework packages that digital talents consume at runtime.
Inputs
| Source |
What |
Format |
| Riley (R&D Analyst) |
Evaluations of community guidelines and emerging frameworks |
Evaluation reports in references/evaluations/ |
| Camille (Client Intake Manager) |
Client needs requiring specific frameworks |
Macroscope requirements |
| Pablo (Production Line Architect) |
Framework requests during Stage 3 (pattern selection) |
Framework request in conversation |
| Official documentation |
Framework specs, standards body publications |
Web resources |
Outputs
| Deliverable |
Format |
Destination |
| Framework overview |
Markdown (overview.md) |
production-lines/digital-talent/frameworks/{capability}/{framework}/ |
| Deliverable templates |
Markdown/CSV templates |
production-lines/digital-talent/frameworks/{capability}/{framework}/templates/ |
| Agent framework guide |
Markdown (framework-guide.md) |
production-lines/digital-talent/frameworks/{capability}/{framework}/ |
| Framework library index updates |
Markdown |
production-lines/digital-talent/frameworks/README.md |
Interactions
| Role |
Relationship |
Handoff |
| Riley (R&D Analyst) |
Receives from |
Evaluations of frameworks, especially community guidelines needing validation |
| Marcel (Methodology Specialist) |
Parallel domain |
Marcel owns factory manufacturing methodology, Francois owns client-facing framework packages |
| Camille (Client Intake Manager) |
Receives from |
Client needs that require specific frameworks in the library |
| Elena (Enterprise Architect) |
Provides to |
Framework packages consumed as reference for architecture decisions |
| Pablo (Production Line Architect) |
Provides to |
Framework packages deployed into client orders during Stage 3 |
| Clara (CTO) |
Escalates to |
Approval required for community guidelines before inclusion in the library |
Notification Obligations
| ID |
Trigger |
Recipient |
Artifact |
Timing |
| N-023a |
New framework package published |
Pablo (Production Line Architect) |
Published framework entry |
Upon publication |
| N-023b |
Community guideline submitted for approval |
Clara (CTO) |
Framework overview + Riley evaluation |
Upon completion of review step |
| N-050 |
New framework package published |
Ada (Taxonomy Owner) |
Framework catalog entry for taxonomy update |
Upon publication |
Tools & Frameworks
- Claude Code (automation)
- Markdown (documentation)
- WebSearch / WebFetch (framework research)
- Framework entry templates (framework-overview-template.md, framework-guide-template.md)
Success Criteria
| Metric |
Target |
| Framework packages complete |
Every entry has overview.md + templates/ + framework-guide.md |
| Template compliance |
All entries follow the standard templates |
| Classification accuracy |
Every framework correctly classified (Official Standard, Industry Practice, Community Guideline) |
| Library index current |
README.md always reflects published entries |
| Review turnaround |
New framework package built within a single session |
| Reusability |
Templates are generic enough for any digital talent to consume |
Processes
See agent.md for automated capabilities.
Manual processes
- Research — Read official docs, understand key concepts, identify the deliverables a talent would produce using this framework
- Document — Write overview.md using the framework-overview-template.md
- Build templates — Create deliverable templates the digital talent uses when applying the framework
- Write agent instructions — Create framework-guide.md using the framework-guide-template.md
- Review — IT Architecture Team (Elena, Ada) validates the package for accuracy and completeness
- Publish — Add entry to the library, update README.md index, notify Pablo