Extract agents
EEN-3 Order: #3 Semantic Extraction Has Dependencies
Updated 3 months, 4 weeks ago
Guidance
Identify all roles, actors, and responsible parties. Where roles are implicit, use source-type heuristics:
- Book/notes: define at minimum the practitioner role (the person following the playbook)
- Scientific paper: roles are almost always implicit — infer from who would implement the method (e.g. ML Engineer, Data Engineer, Researcher). Only add agents if they meaningfully differentiate who does what.
If all activities would have the same agent, consider omitting agents entirely — undifferentiated agents add no value and create noise.
Details
- Order:
- #3
- Phase:
- Predecessor:
- EEN-2 Extract activities
- Created:
- May 20, 2026
- Last Updated:
- May 21, 2026
Workflow
Extract Knowledge
Produce a complete Extraction Worksheet with all buckets populated — goals, activities, agents, skills, artifacts, rules — schema-aligned and ready …
View WorkflowAssigned Agent
No agent assigned
Required Skills
- Ontology Mapping Knowledge Engineering
Rules
-
Make implicit agents explicit — only when useful
make-implicit-agents-explicit -
Source fidelity
source-fidelity
Input Artifacts 1
-
Segmented Source
Document
Required
Produced by: Segment source
Output Artifacts
No output artifacts