AI Design Patterns

MOD-003

Source and Record Ingestion

Bring files, records, messages, or structured data into a bounded workflow while retaining identity and provenance.

Canonical module

Capability contract

Bring files, records, messages, or structured data into a bounded workflow while retaining identity and provenance.

Focused components

Used by patterns

Associated pattern workflows

This reusable capability appears in the canonical workflows below. The diagrams show each complete pattern context; they are not separate module diagrams.

DP-003 — Note Organisation and Retrieval
DP-003 | Note Organisation Portrait workflow diagram for Organising Notes DP-003 | Note Organisation
Canonical workflow · DP-003Note Organisation and Retrieval
DP-004 — Research Project Website
DP-004 | Research Website Portrait workflow diagram for Website to Support a Research Project DP-004 | Research Website
Canonical workflow · DP-004Research Project Website
DP-005 — Persistent Project Management
DP-005 | Project Management Portrait workflow diagram for Persistent Project Management DP-005 | Project Management
Canonical workflow · DP-005Persistent Project Management
DP-006 — Reference Discovery and Citation Management
DP-006 | Reference Editing Portrait workflow diagram for Reference Finding and Editing DP-006 | Reference Editing
Canonical workflow · DP-006Reference Discovery and Citation Management
DP-007 — Working with Dense Policy and Legal Documents
DP-007 | Policy Documents Portrait workflow diagram for Working with Dense Policy and Legal Documents DP-007 | Policy Documents
Canonical workflow · DP-007Working with Dense Policy and Legal Documents
DP-009 — Publication Venue Selection
DP-009 | Publication Venue Portrait workflow diagram for Finding Where to Publish DP-009 | Publication Venue
Canonical workflow · DP-009Publication Venue Selection
DP-010 — Finding What to Read Next
DP-010 | Reading Discovery Portrait workflow diagram for Finding What to Read Next DP-010 | Reading Discovery
Canonical workflow · DP-010Finding What to Read Next
DP-011 — Research Problem and Gap Discovery
DP-011 | Gap Hunter Portrait workflow diagram for Research Problem / Gap Hunter DP-011 | Gap Hunter
Canonical workflow · DP-011Research Problem and Gap Discovery
DP-012 — GenAI Scaffolding for Criterion-Referenced Assessment Design
DP-012 | Assessment Scaffolding Portrait workflow diagram for GPT Based Scaffolding for Criterion Referenced Assessment Design DP-012 | Assessment Scaffolding
Canonical workflow · DP-012GenAI Scaffolding for Criterion-Referenced Assessment Design
DP-017 — Feedback Draft Assistant
DP-017 | Feedback Drafting Portrait workflow diagram for Feedback Draft Assistant DP-017 | Feedback Drafting
Canonical workflow · DP-017Feedback Draft Assistant
DP-018 — Comment Bank Enhancer
DP-018 | Comment Bank Portrait workflow diagram for Comment Bank Enhancer DP-018 | Comment Bank
Canonical workflow · DP-018Comment Bank Enhancer
DP-019 — Persistent Project Memory
DP-019 | Project Memory Portrait workflow diagram for Persistent Project Memory DP-019 | Project Memory
Canonical workflow · DP-019Persistent Project Memory
DP-034 — Curriculum-Grounded Teaching Design Assistant
DP-034 | Teaching Design Portrait workflow diagram for Curriculum-Grounded Teaching Design Assistant DP-034 | Teaching Design
Canonical workflow · DP-034Curriculum-Grounded Teaching Design Assistant
DP-035 — Graduate Employability Attribute Alignment
DP-035 | Employability Alignment Portrait workflow diagram for Graduate Employability Attribute Alignment DP-035 | Employability Alignment
Canonical workflow · DP-035Graduate Employability Attribute Alignment
DP-039 — Industry-Authentic Assessment Reframing
DP-039 | Assessment Reframing Portrait workflow diagram for Industry-Authentic Assessment Reframing DP-039 | Assessment Reframing
Canonical workflow · DP-039Industry-Authentic Assessment Reframing
DP-041 — Assessment Moderation Synthesis
DP-041 | Moderation Synthesis Portrait workflow diagram for Assessment Moderation Synthesis DP-041 | Moderation Synthesis
Canonical workflow · DP-041Assessment Moderation Synthesis