Auto-Create Jira Epics, Stories & Tasks with AI
Transform your documents into structured Jira workflows automatically. TaskForge uses AI to extract tasks and create hierarchical project structures with zero manual effort.
No credit card needed • 95% time savings on task creation
How TaskForge Works
From document to complete Jira backlog in minutes
Intelligent Task Extraction
AI determines whether each item is an Epic, Story, Task, Bug, or Subtask based on context, scope, and dependencies. No manual categorization needed.
Analyzes urgency indicators, dependencies, and business impact to assign appropriate priorities (Highest, High, Medium, Low) to each task.
Each extracted task includes an AI confidence score (0-100%). Review and adjust before creating in Jira for maximum accuracy.
Creates document-level Epic with child Stories and Tasks automatically. Maintains proper parent-child relationships in Jira.
Extracts labels, assignees (if mentioned), acceptance criteria, and technical requirements. Maps them to appropriate Jira custom fields.
Created Jira issues link back to source document with section references. Documents show which tasks were created for full traceability.
AI Extraction Guidelines
TaskForge uses advanced prompt engineering to ensure high-quality task extraction from your documents
• Large feature spanning multiple sprints
• Strategic business objective
• Requires multiple stories to complete
Example: "Build user authentication system"
• User-facing feature or capability
• Deliverable business value
• Can be completed in 1-2 sprints
Example: "As a user, I want to reset my password via email"
• Technical work or internal improvement
• No direct user-facing value
• Implementation detail
Example: "Set up CI/CD pipeline for authentication service"
• Existing functionality is faulty
• Needs to be fixed
• Includes steps to reproduce
Example: "Login fails with special characters in password"
TaskForge: Honest Assessment
Saves 10+ hours per sprint on manual task creation
90% AI accuracy rate on task extraction (based on user acceptance)
Creates proper epic → story → task hierarchy automatically
Maintains traceability between documents and Jira issues
Works with any Jira Cloud project using OAuth 2.0
Requires Jira Cloud (not available for Server/Data Center)
Best results with well-structured documents (clear sections, lists)
Preview and review before bulk creation recommended
Pro subscription required for AI task extraction
Complete Documentation Workflow
Create Document
Write your PRD, technical spec, or feature document in resetDocs. Use AI assistance or import from Slack threads with Slackie.
Extract Tasks
Click "Generate Jira Tasks" to analyze your document. AI extracts actionable items with confidence scores, priorities, and classifications.
Review & Adjust
Preview extracted tasks in the side panel. Edit titles, descriptions, priorities. Filter by confidence level to focus on high-quality extractions.
Create in Jira
Select tasks to create and click "Create in Jira". TaskForge creates Epic (document), child Stories and Tasks with proper hierarchy and links.
Track & Sync
View created tasks in document panel. Sync with Jira to detect status changes or deleted issues. Complete traceability between docs and backlog.
Start Automating Your Jira Workflow
Connect Jira and transform how your team creates tasks
Join 500+ teams using TaskForge to automate their Jira workflow