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Story 010 – Agentic Kanban Task Creation from FR/BR

Status: COMPLETE ✅
Priority: HIGH
Estimated Effort: [TBD]
Created: 2025-12-10
Last updated: 2026-01-05 (v0.6.6.8+12 – Task checklist updated to mark all tasks as COMPLETE)
Version: v0.4.10.7+0
Code: E4S10

Overview​

Implement an intelligent, agentic workflow that automatically creates Kanban tasks from Feature Requests (FRs) and Bug Reports (BRs) using templates. The workflow must be intelligent enough to analyze FR/BR content, determine appropriate Epic/Story/Task structure, and create tasks with proper contextualization.

Goal​

Create an agentic workflow that:

  • Automatically analyzes FR/BR content
  • Intelligently maps FR/BR to appropriate canonical epics/stories
  • Creates Kanban tasks from templates with proper contextualization
  • Links tasks back to original FR/BR
  • Provides explanations for decisions made

Task Checklist​

  • E4:S10:T00 – Story creation and FR-012 intake ✅ COMPLETE (v0.4.10.0+0)
  • E4:S10:T01 – Design agentic FR/BR analysis workflow - ✅ COMPLETE (v0.4.10.1+0 – Design document created: agentic-fr-br-analysis-workflow-design.md)
  • E4:S10:T02 – Implement intelligent epic/story mapping - ✅ COMPLETE (v0.4.10.2+0 – FR/BR Content Analyzer and Epic/Story Mapper implemented)
  • E4:S10:T03 – Implement template-based task creation - ✅ COMPLETE (v0.4.10.3+0 – Template-Based Task Creator implemented)
  • E4:S10:T04 – Implement task contextualization - ✅ COMPLETE (v0.4.10.4+0 – Enhanced task contextualization implemented)
  • E4:S10:T05 – Integrate with FR/BR intake workflow - ✅ COMPLETE (v0.4.10.5+0 – Agentic Task Workflow integrated with FR/BR intake)
  • E4:S10:T06 – Add agentic intelligence and explanations - ✅ COMPLETE (v0.4.10.6+0 – Agentic intelligence and explanations added)
  • E4:S10:T07 – Documentation and testing - ✅ COMPLETE (v0.4.10.7+0 – Comprehensive documentation and test suite complete)

Tasks​

E4:S10:T00 – Story creation and FR-012 intake​

Status: ✅ COMPLETE
Priority: HIGH
Dependencies: FR-012
Blocker: None

Input:

  • FR-012: Agentic Kanban Task Creation from FR/BR

Deliverable:

  • Story document created ✅
  • FR-012 accepted and mapped to this story ✅
  • All tasks defined ✅

Acceptance Criteria:

  • ✅ Story document created
  • ✅ FR-012 linked to this story
  • ✅ All tasks defined

E4:S10:T01 – Design agentic FR/BR analysis workflow​

Status: ✅ COMPLETE
Priority: HIGH
Dependencies: E4:S10:T00
Blocker: None

Input:

  • FR-012 requirements
  • Existing FR/BR intake workflow (Epic 4 Story 2)
  • Semantic matching capabilities (Epic 4 Story 8)

Deliverable:

  • Design document for agentic FR/BR analysis workflow ✅ (packages/frameworks/kanban/design/agentic-fr-br-analysis-workflow-design.md)
  • Workflow architecture and decision points ✅
  • Integration points with existing systems ✅

Acceptance Criteria:

  • ✅ Workflow design documented
  • ✅ Analysis steps defined
  • ✅ Integration points identified

E4:S10:T02 – Implement intelligent epic/story mapping​

Status: ✅ COMPLETE
Priority: HIGH
Dependencies: E4:S10:T01
Blocker: None

Input:

  • Workflow design from T01
  • Semantic matching capabilities (Epic 4 Story 8)
  • Canonical epic structure (Epic 4 Story 6)

Deliverable:

  • FR/BR Content Analyzer ✅ (packages/frameworks/kanban/scripts/fr_br_analyzer.py)
  • Epic/Story Mapper ✅ (packages/frameworks/kanban/scripts/epic_story_mapper.py)
  • Integration with semantic matching system ✅
  • Mapping logic and decision rules ✅

Acceptance Criteria:

  • ✅ Epic/story mapping implemented
  • ✅ Semantic matching integrated
  • ✅ Mapping logic with explanations and reasoning

E4:S10:T03 – Implement template-based task creation​

Status: ✅ COMPLETE
Priority: HIGH
Dependencies: E4:S10:T02
Blocker: None

Input:

  • Epic/story mapping from T02
  • Task templates (Epic 4 Story 6)
  • FR/BR content

Deliverable:

  • Template-Based Task Creator ✅ (packages/frameworks/kanban/scripts/task_creator.py)
  • Task template selection logic ✅
  • Task creation workflow ✅
  • Template contextualization ✅

Acceptance Criteria:

  • ✅ Task creation from templates implemented
  • ✅ Template selection logic working
  • ✅ Tasks created with proper structure
  • ✅ Template contextualization with FR/BR content

E4:S10:T04 – Implement task contextualization​

Status: ✅ COMPLETE
Priority: HIGH
Dependencies: E4:S10:T03
Blocker: None

Input:

  • Task creation from T03
  • FR/BR content
  • Project context

Deliverable:

  • Enhanced task contextualization ✅ (enhanced task_creator.py)
  • Advanced placeholder replacement logic ✅
  • Context integration with epic/story mapping ✅
  • Priority determination with context ✅
  • Context section generation ✅
  • Project-specific placeholder replacement ✅

Acceptance Criteria:

  • ✅ Tasks contextualized with FR/BR information
  • ✅ Placeholders replaced correctly with enhanced context
  • ✅ Context preserved in tasks (epic/story mapping, key concepts, complexity)
  • ✅ Priority determined with context awareness
  • ✅ Multi-task coordination context included

E4:S10:T05 – Integrate with FR/BR intake workflow​

Status: ✅ COMPLETE
Priority: HIGH
Dependencies: E4:S10:T04
Blocker: None

Input:

  • Task creation workflow from T04
  • FR/BR intake workflow (Epic 4 Story 2)
  • GitHub integration (if applicable)

Deliverable:

  • Agentic Task Workflow ✅ (packages/frameworks/kanban/scripts/agentic_task_workflow.py)
  • Integration with FR/BR intake workflow ✅
  • Automated task creation on FR/BR submission ✅
  • Workflow orchestration ✅
  • FR/BR document linking with tasks ✅

Acceptance Criteria:

  • ✅ Integration with intake workflow complete
  • ✅ Automated task creation working
  • ✅ Workflow orchestration functional
  • ✅ FR/BR documents linked to created tasks

E4:S10:T06 – Add agentic intelligence and explanations​

Status: ✅ COMPLETE
Priority: HIGH
Dependencies: E4:S10:T05
Blocker: None

Input:

  • Task creation workflow from T05
  • Agentic intelligence foundation (Epic 4 Story 9)
  • LLM integration (if applicable)

Deliverable:

  • Enhanced agentic intelligence ✅ (enhanced agentic_task_workflow.py)
  • Decision explanation system ✅
  • Context understanding capabilities ✅
  • Confidence scoring ✅
  • Step-by-step reasoning ✅

Acceptance Criteria:

  • ✅ Agentic intelligence integrated
  • ✅ Explanations provided for all decisions (analysis, mapping, task structure)
  • ✅ Context understanding validated with confidence scores
  • ✅ Reasoning provided for each workflow step

E4:S10:T07 – Documentation and testing​

Status: ✅ COMPLETE
Priority: HIGH
Dependencies: E4:S10:T06
Blocker: None

Input:

  • Complete workflow implementation
  • Test cases and scenarios

Deliverable:

  • Comprehensive Documentation ✅ (packages/frameworks/kanban/docs/agentic-task-creation-workflow-documentation.md)
  • Test Suite ✅ (packages/frameworks/kanban/scripts/test_agentic_task_workflow.py)
  • Examples and guides ✅
  • Usage documentation ✅

Acceptance Criteria:

  • ✅ Documentation complete (architecture, usage, examples, troubleshooting)
  • ✅ Tests passing (analyzer, mapper, creator, workflow integration)
  • ✅ Examples provided (simple FR, complex FR, bug report)
  • FR-012: Agentic Kanban Task Creation from FR/BR
  • FR-019: Intake Workflow Automation (orchestrates this workflow for full intake process)
  • E2:S11: Intake Workflow Automation (uses this workflow for task creation)
  • Epic 4 Story 2: FR/BR Intake to Tasks (intake foundation)
  • Epic 4 Story 6: Comprehensive Canonical E/S/T Template System (template foundation)
  • Epic 4 Story 8: Intelligent Epic Matching and Canonical Structure Adoption (semantic matching)
  • Epic 4 Story 9: Bug Fixes and Agentic Intelligence Implementation (agentic intelligence foundation)

Dependencies​

Blocks:

  • Automated task creation from FRs/BRs
  • Intelligent workflow automation

Blocked By:

  • Epic 4 Story 2: FR/BR Intake to Tasks (intake foundation)
  • Epic 4 Story 6: Comprehensive Canonical E/S/T Template System (template foundation)
  • Epic 4 Story 8: Intelligent Epic Matching (semantic matching foundation)

Coordinates With:

  • Epic 2: Workflow Management Framework (workflow execution)
  • FR-013: Trigger-Aware Release Workflow (workflow integration)
  • FR-014: New RW Trigger for FR/BR Commits (trigger integration)