Atlassian Integration Skill

Complete integration with Atlassian ecosystem products enabling AI-powered project management, documentation, code repository operations, and workflow automation.

Overview

The Atlassian Integration Skill provides seamless interaction with:

• Jira: Issue tracking, project management, agile workflows
• Confluence: Documentation, knowledge base, collaboration
• Bitbucket: Code repositories, pull requests, code review
• Trello: Board management, task tracking, automation

When to Use This Skill

Activate this skill when the user needs to:

• Create, update, or query Jira issues
• Manage Confluence pages and documentation
• Handle Bitbucket repositories and pull requests
• Manage Trello boards, lists, and cards
• Automate Atlassian workflows
• Generate reports from Atlassian data
• Synchronize data between Atlassian products

Capabilities

Jira Integration

• Issue Management: Create, update, search, transition issues
• Project Operations: List projects, get project details
• Workflow: Transition issues through workflows
• Agile: Sprint management, board operations
• Bulk Operations: Bulk create, update issues
• Custom Fields: Handle custom field values
• Comments: Add, update, delete comments
• Attachments: Upload, download attachments
• JQL Queries: Advanced issue search with JQL

Confluence Integration

• Page Management: Create, update, delete pages
• Space Operations: List, create spaces
• Content Search: Full-text search across pages
• Attachments: Upload, manage attachments
• Templates: Use page templates
• Permissions: Manage page/space permissions
• Labels: Tag and categorize content
• Export: Export pages to PDF/Word
• Version History: View and restore versions

Bitbucket Integration

• Repository Management: Create, list, delete repositories
• Branch Operations: Create, delete, list branches
• Pull Requests: Create, review, merge PRs
• Code Review: Comment on code, approve changes
• Commit History: View commits, diffs
• Webhooks: Configure repository webhooks
• Pipelines: Trigger and monitor CI/CD pipelines
• Access Control: Manage repository permissions

Trello Integration

• Board Management: Create, update, list boards
• List Operations: Create, move, archive lists
• Card Management: Create, update, move, archive cards
• Labels: Create and assign labels
• Checklists: Add and manage checklists
• Attachments: Upload files to cards
• Automation: Butler automation rules
• Power-Ups: Enable and configure power-ups

MCP Tools Available

This skill can integrate with multiple MCP servers:

Confluence MCP (fstrent_mcp_confluence)

• confluence_create_page: Create new page
• confluence_update_page: Update existing page
• confluence_get_page: Retrieve page content
• confluence_search: Search pages
• confluence_list_spaces: List all spaces
• confluence_upload_attachment: Upload files

Jira Integration

Note: Jira integration available through REST API or future MCP server

Usage Examples

Example 1: Create Jira Issue

User: "Create a Jira bug ticket for login failure"

Workflow:
1. Gather issue details:
   - Project: Select or ask user
   - Type: Bug
   - Summary: "Login failure on mobile app"
   - Description: User-provided details
   - Priority: Ask user or default to Medium
2. Create issue via API
3. Return issue key (e.g., PROJ-123)

Example 2: Update Confluence Documentation

User: "Update the API documentation page with new endpoint info"

Workflow:
1. Search for "API documentation" page
2. Get current page content
3. Add new endpoint documentation:
   - Endpoint: /api/v2/users
   - Method: GET
   - Parameters: id (required)
   - Response: User object
4. Update page with new content
5. Return page URL

Example 3: Create Pull Request

User: "Create PR to merge feature branch to main"

Workflow:
1. Get source branch: feature/new-login
2. Get target branch: main
3. Generate PR description from commits
4. Create pull request with:
   - Title: "Add new login feature"
   - Description: Commit summary
   - Reviewers: Auto-assign or ask user
5. Return PR URL

Example 4: Trello Task Management

User: "Add task 'Review PRs' to my Trello TODO list"

Workflow:
1. Find user's board
2. Find "TODO" list
3. Create card:
   - Name: "Review PRs"
   - Description: Optional details
   - Due date: Optional
4. Add to list
5. Return card URL

Example 5: Jira Report Generation

User: "Generate report of all open bugs in current sprint"

Workflow:
1. Query Jira with JQL:
   "project = PROJ AND type = Bug AND status != Done AND sprint in openSprints()"
2. Get all matching issues
3. Format report:
   - Total count
   - By priority
   - By assignee
   - By component
4. Return formatted report

Example 6: Confluence Space Setup

User: "Create a new Confluence space for the mobile team"

Workflow:
1. Create space:
   - Key: MOBILE
   - Name: "Mobile Team"
   - Type: Documentation
2. Create initial pages:
   - Home page with team info
   - Architecture page
   - Meeting notes page
3. Set permissions (team access)
4. Return space URL

Example 7: Bitbucket Code Review

User: "Review the latest PR in our repo"

Workflow:
1. Get latest pull request
2. Get changed files
3. Review code changes:
   - Check for issues
   - Verify tests added
   - Check documentation updated
4. Add review comments
5. Approve or request changes

Example 8: Cross-Product Workflow

User: "When Jira issue is closed, update related Confluence page"

Workflow:
1. Get Jira issue details
2. Extract related Confluence page link
3. Update Confluence page:
   - Add status: Completed
   - Add link to resolved issue
   - Update last modified date
4. Comment on Jira issue with page link

Configuration

Authentication Setup

Jira:

jira_url: https://yourcompany.atlassian.net
jira_email: your.email@company.com
jira_api_token: <API_TOKEN>

Confluence:

confluence_url: https://yourcompany.atlassian.net/wiki
confluence_email: your.email@company.com
confluence_api_token: <API_TOKEN>

Bitbucket:

bitbucket_url: https://bitbucket.org/yourteam
bitbucket_username: your-username
bitbucket_app_password: <APP_PASSWORD>

Trello:

trello_api_key: <API_KEY>
trello_token: <TOKEN>

API Rate Limits

Jira Cloud:

• Standard: ~150 requests/minute
• Premium: ~300 requests/minute

Confluence Cloud:

• Standard: ~150 requests/minute

Bitbucket Cloud:

• Standard: 60 requests/hour per IP
• Authenticated: 1000 requests/hour

Trello:

• 300 requests per 10 seconds per token
• 100 requests per 10-second interval per API key

Integration Requirements

Environment Variables

Create .env.atlassian:

# Jira
JIRA_URL=https://yourcompany.atlassian.net
JIRA_EMAIL=your.email@company.com
JIRA_API_TOKEN=your_api_token

# Confluence
CONFLUENCE_URL=https://yourcompany.atlassian.net/wiki
CONFLUENCE_EMAIL=your.email@company.com
CONFLUENCE_API_TOKEN=your_api_token

# Bitbucket
BITBUCKET_URL=https://bitbucket.org/yourteam
BITBUCKET_USERNAME=your-username
BITBUCKET_APP_PASSWORD=your_app_password

# Trello
TRELLO_API_KEY=your_api_key
TRELLO_TOKEN=your_token

Required Dependencies

If using scripts directly (not via MCP):

• requests - HTTP client
• python-dotenv - Environment variable management
• atlassian-python-api - Atlassian API wrapper (optional)

Best Practices

Jira Best Practices

1. Use JQL Wisely: Learn JQL for powerful queries
2. Batch Operations: Use bulk APIs for multiple issues
3. Custom Fields: Map custom fields correctly
4. Transitions: Check valid transitions before attempting
5. Issue Links: Use issue links for relationships

Confluence Best Practices

1. Page Hierarchy: Organize pages in logical structure
2. Templates: Create reusable page templates
3. Labels: Use consistent labeling scheme
4. Search: Leverage CQL (Confluence Query Language)
5. Permissions: Set appropriate page/space permissions

Bitbucket Best Practices

1. Branch Strategy: Follow gitflow or trunk-based development
2. PR Templates: Use PR templates for consistency
3. Code Review: Ensure PRs are reviewed before merging
4. CI/CD: Configure pipelines for automated testing
5. Branch Permissions: Protect important branches

Trello Best Practices

1. Board Structure: Consistent list naming
2. Labels: Color-code by priority or type
3. Checklists: Break cards into subtasks
4. Automation: Use Butler for repetitive tasks
5. Power-Ups: Enable useful integrations

Troubleshooting

Authentication Issues

Problem: 401 Unauthorized

• Check API token is valid
• Verify email/username is correct
• Ensure token has required permissions
• Check if token has expired

Problem: 403 Forbidden

• User lacks permissions for operation
• Check project/space permissions
• Verify user role in workspace

API Rate Limiting

Problem: 429 Too Many Requests

• Implement exponential backoff
• Reduce request frequency
• Use bulk operations where possible
• Cache responses when appropriate

Data Issues

Problem: Custom field not found

• List all custom fields first
• Use field ID not field name
• Check field is available for issue type

Problem: Page/Issue not found

• Verify ID/key is correct
• Check if deleted or moved
• Ensure user has view permissions

Security Considerations

API Token Storage

• ✅ Store tokens in environment variables
• ✅ Never commit tokens to repository
• ✅ Use .env files (add to .gitignore)
• ✅ Rotate tokens regularly
• ❌ Don't hardcode in scripts

Permission Management

• ✅ Grant minimum required permissions
• ✅ Use service accounts for automation
• ✅ Audit API token usage regularly
• ✅ Revoke unused tokens

Data Privacy

• ✅ Respect data classification
• ✅ Don't expose sensitive information
• ✅ Follow company data policies
• ✅ Log API operations for audit trail

Advanced Features

JQL (Jira Query Language)

# Open bugs in current sprint
project = PROJ AND type = Bug AND sprint in openSprints() AND status != Done

# High priority issues assigned to me
assignee = currentUser() AND priority = High

# Recently updated issues
updated >= -7d ORDER BY updated DESC

CQL (Confluence Query Language)

# Search pages by title
title ~ "API Documentation"

# Pages modified this week
lastModified >= now("-7d")

# Pages in specific space
space = "TEAM" AND type = "page"

Automation Examples

Auto-create Confluence page from Jira issue:

1. When Jira issue created
2. Create Confluence page in project space
3. Link page to issue
4. Add issue details to page

Auto-update Trello from Jira:

1. When Jira issue status changes
2. Find related Trello card
3. Move card to corresponding list
4. Update card description

Reference Materials

For detailed implementation information, see:

• reference/jira_guide.md - Jira API and workflows
• reference/confluence_guide.md - Confluence operations
• reference/bitbucket_guide.md - Bitbucket integration
• reference/trello_guide.md - Trello automation
• examples/workflow_examples.md - Common workflows

Related Skills

• web-tools: For scraping Atlassian pages
• database-tools: For reporting on Atlassian data
• fstrent-task-management: Sync with local task management

Note: Ensure you have proper authorization and permissions before automating Atlassian operations. Always follow your organization's policies for API access and automation.