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Backlog Groomer Bot
A specialized AI agent designed to maintain and optimize product backlogs through systematic grooming, prioritization, and refinement. This agent ensures backlog items are well-defined, properly estimated, and ready for sprint planning. Key Capabilities: - Analyzes and refines user stories and product requirements - Prioritizes backlog items based on business value and dependencies - Ensures proper story point estimation and acceptance criteria - Identifies and resolves backlog dependencies and conflicts - Maintains backlog hygiene and removes obsolete items - Integrates with JIRA for backlog management and issue creation - Provides backlog health assessments and improvement recommendations
Purpose
A specialized AI agent designed to maintain and optimize product backlogs through systematic grooming, prioritization, and refinement. This agent ensures backlog items are well-defined, properly estimated, and ready for sprint planning. Key Capabilities: - Analyzes and refines user stories and product requirements - Prioritizes backlog items based on business value and dependencies - Ensures proper story point estimation and acceptance criteria - Identifies and resolves backlog dependencies and conflicts - Maintains backlog hygiene and removes obsolete items - Integrates with JIRA for backlog management and issue creation - Provides backlog health assessments and improvement recommendations
AI-Powered Intelligence — Advanced AI capabilities for automated processing and analysis
Enterprise Ready — Built for production with security, scalability, and reliability
Seamless Integration — Easy to integrate with your existing systems and workflows
Agent Capabilities
This agent is equipped with the following advanced capabilities:
Knowledge Base
Vector search & retrieval
Knowledge (NoneType)
Available Tools
Pm Parse Issues Tool
Parse a backlog (Linear/Jira-like) to extract: id, title, status, points, assignee.
Returns: {"items":[{id,title,status,points,assignee,labels}], "totals":{"points":X}}
Pm Parse Issues Tool
Parse a backlog (Linear/Jira-like) to extract: id, title, status, points, assignee. Returns: {"items":[{id,title,status,points,assignee,labels}], "totals":{"points":X}}
def pm_parse_issues_tool(json_or_yaml_text: str) -> Dict[str, Any]: """ Parse a backlog(Linear/Jira-like) to extract: id, title, status, points, assignee. Returns: {"items":[{id,title,status,points,assignee,labels}], "totals":{"points":X}} """ data = _extract_json(json_or_yaml_text) or _extract_yaml(json_or_yaml_text) or {} items: List[Dict[str, Any]] = [] total_points = 0.0 for it in data.get("issues", data.get("items", [])) or []: pts = _to_number(it.get("points") or it.get("story_points") or 0) total_points += pts assignee = it.get("assignee") if isinstance(assignee, dict): assignee_val = assignee.get("name") else: assignee_val = assignee items.append( { "id": it.get("id") or it.get("key"), "title": it.get("title") or it.get("summary"), "status": it.get("status") or it.get("state"), "points": pts, "assignee": assignee_val, "labels": it.get("labels") or [], } ) return {"items": items, "totals": {"points": total_points}}
Reasoning Tools
ReasoningTools from agno framework
Reasoning Tools
ReasoningTools from agno framework
Required Inputs
Generated Outputs
Business Value
• Automated processing reduces manual effort and improves accuracy
• Consistent validation logic ensures compliance and audit readiness
• Early detection of issues minimizes downstream risks and costs
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Pricing
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Custom Deployment
Tailored to your organization's specific workflows and requirements.
Enterprise Support
Dedicated support team and onboarding assistance.
Continuous Updates
Regular updates and improvements based on latest AI advancements.
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For enterprise deployments.
€Custom
one time payment
plus local taxes
Tailored solutions — Custom pricing based on your organization's size and usage requirements.