Issues

An Issue in GuideMode represents a unit of work tracked across various providers (GitHub, Jira, Linear, Notion). Issues are central to work tracking, powering metrics like lead time, cycle time, and work distribution.

Overview

Issues in GuideMode:

• Track work items from all connected providers
• Categorize by type (feature, bug, discovery, etc.)
• Track state transitions for cycle time metrics
• Link to pull requests for delivery tracking
• Connect to deployments for lead time calculations

Issue Types

GuideMode classifies all issues into canonical types, regardless of provider:

Type	Description	Examples
feature	New functionality or capability	“Add user authentication”, “Implement search”
bug	Defects or issues to fix	“Login fails on mobile”, “Data not saving”
chore	Maintenance and housekeeping	“Update dependencies”, “Refactor auth module”
discovery	Research, spikes, or exploration	“Investigate caching options”, “Prototype new UI”
incident	Production incidents or outages	“API downtime”, “Database connection errors”
other	Uncategorized issues	Default when type can’t be determined

Type Mapping

Issue types are determined by mapping labels from each provider:

You can configure label-to-type mappings in Settings → Integrations → Label Mappings.

Issue States

Issues have three possible states that drive lifecycle metrics:

State	Description	Sets Timestamp
open	Issue created, not yet started	createdAt
in_progress	Work actively being done	startedAt
closed	Issue resolved or completed	closedAt

State Mapping by Provider

Different providers represent states differently:

Provider	Open	In Progress	Closed
GitHub	Open	(via project column)	Closed
Jira	To Do, Backlog	In Progress, In Review	Done, Closed
Linear	Backlog, Todo	In Progress	Done, Canceled
Notion	Not Started	In Progress	Complete

Key Fields

Core Fields

Field	Type	Description
title	string	Issue title/summary
body	string	Issue description (optional)
url	string	Web URL to issue
state	enum	‘open’, ‘closed’, ‘in_progress’
type	enum	‘feature’, ‘bug’, ‘chore’, ‘discovery’, ‘incident’, ‘other’
number	integer	Issue number (GitHub/GitLab style)

Provider Fields

Field	Description
provider	Source provider (‘github’, ‘jira’, ‘linear’, ‘notion’)
externalId	Provider’s issue ID
linearIssueId	Linear’s UUID
linearIssueIdentifier	Linear identifier (e.g., “ENG-123”)
jiraIssueKey	Jira key (e.g., “PROJ-456”)

People Fields

Field	Description
authorId	GuideMode user who created issue
authorExternalId	Provider’s author ID
authorUsername	Author’s username
assigneeId	Primary assignee (GuideMode user)
assigneeExternalId	Provider’s assignee ID
assigneeUsername	Assignee’s username
assigneeCount	Total number of assignees

Engagement Fields

Field	Description
commentCount	Number of comments on issue

Key Timestamps

Timestamps are critical for calculating metrics. GuideMode tracks several:

Timestamp	Description	Used For
createdAt	When issue was created	Lead time start
startedAt	When work began (moved to in_progress)	Cycle time start
closedAt	When issue was closed	Lead/cycle time end
firstResponseAt	When first comment was added	First response SLA
updatedAt	Last modification	Freshness tracking
lastSyncedAt	Last sync from provider	Sync health

Issue Lifecycle

Typical Flow

Discovery Flow

Discovery issues have a special lifecycle focused on validation:

See Issue Linking for details on discovery validation.

Metrics Calculations

Lead Time

Time from issue creation to resolution:

Lead Time = closedAt - createdAt

Measures the total time a work item exists before completion.

Cycle Time

Time from starting work to completion:

Cycle Time = closedAt - startedAt

Measures active work time, excluding waiting in backlog.

First Response Time

Time from creation to first engagement:

First Response Time = firstResponseAt - createdAt

Useful for support/incident response SLAs.

Work Distribution

Breakdown of issues by type:

Feature % = (feature count / total count) × 100
Bug % = (bug count / total count) × 100
...

Helps understand planned vs unplanned work ratios.

Labels

Issues can have multiple labels for categorization:

Field	Description
name	Label name (e.g., “priority:high”)
color	Hex color code (#ff0000)
description	Label description
externalId	Provider’s label ID

Labels are synced from providers and used for:

• Type mapping (label → issue type)
• Filtering in dashboards
• Custom categorization

Metadata

The metadata field stores provider-specific data as JSON:

{
  "milestone": {
    "id": 123,
    "title": "v2.0"
  },
  "priority": "high",
  "custom_fields": {
    "story_points": 5
  }
}

This preserves provider-specific information that doesn’t map to standard fields.

Related Documentation

Core Concepts

• Issue Linking - Connecting issues across tools
• Pull Requests - Linking PRs to issues
• Deployments - Tracking issue delivery
• Projects - Grouping issues into projects

Analytics

• Discovery Flow - Discovery issue metrics
• Delivery Flow - Feature, bug, chore metrics
• How It Works - DX² methodology
• Guide Rails - Setting lead time and cycle time guide rails

Integrations

• Integrations Overview - Connect your issue trackers