Atlassian Skills
Python utilities for Jira, Confluence, and Bitbucket integration, supporting both Cloud and Data Center deployments.
FieldWorks / SIL JIRA Integration
LT-prefixed tickets (e.g., LT-22382 , LT-19288 ) are JIRA issues from SIL's JIRA instance:
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Base URL: https://jira.sil.org
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Browse URL: https://jira.sil.org/browse/LT-XXXXX
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Project key: LT (Language Technology)
Trigger patterns: Use this skill when you see:
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LT-prefixed identifiers in user queries, code comments, commit messages, or git log output
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References to jira.sil.org URLs
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Requests to create/update/comment on JIRA tickets
Note: Default to atlassian-readonly-skills for read operations. Use this full skill set only when the user explicitly requests create/update/delete operations.
⚠️ Critical: Always Use Python Scripts
NEVER attempt to:
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Browse to jira.sil.org URLs directly (requires authentication)
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Use fetch_webpage or similar tools on JIRA URLs
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Use GitHub issue tools for LT-* tickets
ALWAYS use these Python modules. The scripts are Python modules (not CLI tools), so use them via inline Python or import:
Create a new issue
python -c "import sys; sys.path.insert(0, '.github/skills/atlassian-skills/scripts'); from jira_issues import jira_create_issue; print(jira_create_issue('LT', 'Issue title', 'Bug'))"
Update an existing issue
python -c "import sys; sys.path.insert(0, '.github/skills/atlassian-skills/scripts'); from jira_issues import jira_update_issue; print(jira_update_issue('LT-22382', summary='Updated title'))"
Add a comment
python -c "import sys; sys.path.insert(0, '.github/skills/atlassian-skills/scripts'); from jira_issues import jira_add_comment; print(jira_add_comment('LT-22382', 'Comment text'))"
Transition issue status
python -c "import sys; sys.path.insert(0, '.github/skills/atlassian-skills/scripts'); from jira_workflow import jira_transition_issue; print(jira_transition_issue('LT-22382', 'In Progress'))"
For read-only operations (get issue, search, get comments), use atlassian-readonly-skills instead.
Configuration
Two configuration modes are supported:
Mode 1: Environment Variables (Traditional)
Set environment variables based on your deployment type. This mode is used when credentials parameter is not provided to skill functions.
SIL JIRA (Data Center / PAT Token)
SIL JIRA instance for LT-* tickets
JIRA_URL=https://jira.sil.org
Personal Access Token - generate at: https://jira.sil.org/secure/ViewProfile.jspa → Personal Access Tokens
JIRA_PAT_TOKEN=your_jira_pat_token_here
Cloud (API Token)
Jira Cloud
JIRA_URL=https://your-company.atlassian.net JIRA_USERNAME=your.email@company.com JIRA_API_TOKEN=your_api_token
Confluence Cloud
CONFLUENCE_URL=https://your-company.atlassian.net/wiki CONFLUENCE_USERNAME=your.email@company.com CONFLUENCE_API_TOKEN=your_api_token
Generate API tokens at: https://id.atlassian.com/manage-profile/security/api-tokens
Data Center / Server (PAT Token)
Jira Data Center
JIRA_URL=https://jira.your-company.com JIRA_PAT_TOKEN=your_pat_token
Confluence Data Center
CONFLUENCE_URL=https://confluence.your-company.com CONFLUENCE_PAT_TOKEN=your_pat_token
Bitbucket Server/Data Center
BITBUCKET_URL=https://bitbucket.your-company.com BITBUCKET_PAT_TOKEN=your_pat_token
Note: PAT Token takes precedence if both are provided.
Mode 2: Parameter-Based (Agent Environments)
When deploying skills in Agent environments where environment variables are not available, pass credentials directly to skill functions using the AtlassianCredentials object.
from scripts._common import AtlassianCredentials, check_available_skills from scripts.jira_issues import jira_create_issue, jira_get_issue
Create credentials object
credentials = AtlassianCredentials( # Jira configuration jira_url="https://your-company.atlassian.net", jira_username="your.email@company.com", jira_api_token="your_api_token",
# Confluence configuration (optional)
confluence_url="https://your-company.atlassian.net/wiki",
confluence_username="your.email@company.com",
confluence_api_token="your_api_token",
# Bitbucket configuration (optional)
# bitbucket_url="https://bitbucket.your-company.com",
# bitbucket_pat_token="your_pat_token"
)
Check which services are available
availability = check_available_skills(credentials) print(availability["available_services"]) # ["jira", "confluence"] print(availability["unavailable_services"]) # {"bitbucket": "Missing bitbucket_url"}
Use skills with credentials parameter
result = jira_create_issue( project_key="PROJ", summary="New task", issue_type="Task", credentials=credentials # Pass credentials here )
Partial Service Configuration
You can configure only the services you need. Services without complete credentials will be unavailable:
Only configure Jira
credentials = AtlassianCredentials( jira_url="https://your-company.atlassian.net", jira_username="your.email@company.com", jira_api_token="your_api_token" )
Jira skills will work
jira_get_issue("PROJ-123", credentials=credentials) # ✓ Works
Confluence/Bitbucket skills will fail with ConfigurationError
confluence_get_page("Page Title", "SPACE", credentials=credentials) # ✗ Fails
Credentials Object Fields
AtlassianCredentials( # Jira jira_url: Optional[str] = None, jira_username: Optional[str] = None, jira_api_token: Optional[str] = None, jira_pat_token: Optional[str] = None, jira_api_version: Optional[str] = None, # '2' or '3', auto-detected if not set jira_ssl_verify: bool = False,
# Confluence
confluence_url: Optional[str] = None,
confluence_username: Optional[str] = None,
confluence_api_token: Optional[str] = None,
confluence_pat_token: Optional[str] = None,
confluence_api_version: Optional[str] = None,
confluence_ssl_verify: bool = False,
# Bitbucket
bitbucket_url: Optional[str] = None,
bitbucket_username: Optional[str] = None,
bitbucket_api_token: Optional[str] = None,
bitbucket_pat_token: Optional[str] = None,
bitbucket_api_version: Optional[str] = None,
bitbucket_ssl_verify: bool = False
)
For each service, provide either:
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PAT Token (for Data Center/Server): {service}_pat_token
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Username + API Token (for Cloud): {service}_username
- {service}_api_token
Core Workflow
Using Environment Variables
from scripts.jira_issues import jira_create_issue, jira_get_issue from scripts.confluence_pages import confluence_create_page import json
1. Create a Jira issue
result = jira_create_issue( project_key="PROJ", summary="Implement new feature", issue_type="Task", description="Feature description here", priority="High" ) issue = json.loads(result) print(f"Created: {issue['key']}")
2. Get issue details
result = jira_get_issue(issue_key="PROJ-123") issue = json.loads(result)
3. Create a Confluence page
result = confluence_create_page( space_key="DEV", title="Feature Documentation", content="<p>Documentation content here</p>" )
Using Credentials Parameter (Agent Mode)
from scripts._common import AtlassianCredentials from scripts.jira_issues import jira_create_issue, jira_get_issue from scripts.confluence_pages import confluence_create_page import json
Create credentials
credentials = AtlassianCredentials( jira_url="https://company.atlassian.net", jira_username="user@company.com", jira_api_token="token123", confluence_url="https://company.atlassian.net/wiki", confluence_username="user@company.com", confluence_api_token="token123" )
1. Create a Jira issue with credentials
result = jira_create_issue( project_key="PROJ", summary="Implement new feature", issue_type="Task", description="Feature description here", priority="High", credentials=credentials # Pass credentials ) issue = json.loads(result) print(f"Created: {issue['key']}")
2. Get issue details with credentials
result = jira_get_issue( issue_key="PROJ-123", credentials=credentials ) issue = json.loads(result)
3. Create a Confluence page with credentials
result = confluence_create_page( space_key="DEV", title="Feature Documentation", content="<p>Documentation content here</p>", credentials=credentials )
Available Utilities
Jira Issue Management (scripts.jira_issues )
from scripts.jira_issues import ( jira_get_issue, # Get issue by key jira_create_issue, # Create new issue jira_update_issue, # Update existing issue jira_delete_issue, # Delete issue jira_add_comment # Add comment to issue )
Create issue with full options
jira_create_issue( project_key="PROJ", summary="Bug fix", issue_type="Bug", description="Description", assignee="user@company.com", priority="High", labels=["urgent", "backend"], custom_fields={ "customfield_10001": "Custom value", "customfield_10002": 123 } )
Jira Search (scripts.jira_search )
from scripts.jira_search import jira_search, jira_search_fields
Search with JQL
jira_search( jql="project = PROJ AND status = 'In Progress'", fields="summary,status,assignee", limit=50 )
Find field definitions
jira_search_fields(keyword="custom")
Jira Workflow (scripts.jira_workflow )
from scripts.jira_workflow import jira_get_transitions, jira_transition_issue
Get available transitions
jira_get_transitions(issue_key="PROJ-123")
Transition issue to new status
jira_transition_issue( issue_key="PROJ-123", transition_id="31", comment="Moving to review" )
Jira Agile (scripts.jira_agile )
from scripts.jira_agile import ( jira_get_agile_boards, jira_get_sprints_from_board, jira_get_sprint_issues, jira_create_sprint, jira_update_sprint )
Get boards
jira_get_agile_boards(project_key="PROJ")
Get active sprints
jira_get_sprints_from_board(board_id=1, state="active")
Create new sprint
jira_create_sprint( board_id=1, sprint_name="Sprint 5", start_date="2024-01-15", end_date="2024-01-29", goal="Complete feature X" )
Jira Links (scripts.jira_links )
from scripts.jira_links import ( jira_get_link_types, jira_create_issue_link, jira_link_to_epic, jira_remove_issue_link )
Link issues
jira_create_issue_link( link_type="Blocks", inward_issue_key="PROJ-123", outward_issue_key="PROJ-456" )
Link to epic
jira_link_to_epic(issue_key="PROJ-123", epic_key="PROJ-100")
Jira Worklog (scripts.jira_worklog )
from scripts.jira_worklog import jira_get_worklog, jira_add_worklog
Add time spent
jira_add_worklog( issue_key="PROJ-123", time_spent="2h 30m", comment="Code review" )
Jira Projects (scripts.jira_projects )
from scripts.jira_projects import ( jira_get_all_projects, jira_get_project_issues, jira_get_project_versions, jira_create_version )
Get all projects
jira_get_all_projects()
Create version
jira_create_version( project_key="PROJ", name="v2.0.0", release_date="2024-03-01" )
Confluence Pages (scripts.confluence_pages )
from scripts.confluence_pages import ( confluence_get_page, confluence_create_page, confluence_update_page, confluence_delete_page )
Get page by title
confluence_get_page(title="Meeting Notes", space_key="TEAM")
Create page with parent
confluence_create_page( space_key="DEV", title="API Documentation", content="<h1>API Docs</h1><p>Content here</p>", parent_id="12345" )
Update page
confluence_update_page( page_id="67890", title="Updated Title", content="<p>New content</p>" )
Confluence Search (scripts.confluence_search )
from scripts.confluence_search import confluence_search
Search with CQL
confluence_search( query="space = DEV AND type = page AND text ~ 'API'", limit=25 )
Confluence Comments (scripts.confluence_comments )
from scripts.confluence_comments import confluence_get_comments, confluence_add_comment
Add comment
confluence_add_comment( page_id="12345", content="Great documentation!" )
Confluence Labels (scripts.confluence_labels )
from scripts.confluence_labels import ( confluence_get_labels, confluence_add_label, confluence_remove_label )
Manage labels
confluence_add_label(page_id="12345", name="reviewed") confluence_remove_label(page_id="12345", name="draft")
Bitbucket Projects (scripts.bitbucket_projects )
from scripts.bitbucket_projects import ( bitbucket_list_projects, bitbucket_list_repositories )
List all projects
bitbucket_list_projects(limit=25)
List repositories in a project
bitbucket_list_repositories(project_key="PROJ", limit=50)
Bitbucket Pull Requests (scripts.bitbucket_pull_requests )
from scripts.bitbucket_pull_requests import ( bitbucket_create_pull_request, bitbucket_get_pull_request, bitbucket_merge_pull_request, bitbucket_decline_pull_request, bitbucket_add_pr_comment, bitbucket_get_pr_diff )
Create a pull request
bitbucket_create_pull_request( project_key="PROJ", repository_slug="my-repo", title="Feature: Add new API", source_branch="feature/new-api", target_branch="master", description="Implements the new API endpoint", reviewers=["john.doe", "jane.smith"] )
Get PR details
bitbucket_get_pull_request( project_key="PROJ", repository_slug="my-repo", pr_id=123 )
Merge PR (version from get_pull_request)
bitbucket_merge_pull_request( project_key="PROJ", repository_slug="my-repo", pr_id=123, version=5, strategy="squash" )
Add comment to PR
bitbucket_add_pr_comment( project_key="PROJ", repository_slug="my-repo", pr_id=123, text="LGTM!" )
Bitbucket Files & Search (scripts.bitbucket_files )
from scripts.bitbucket_files import ( bitbucket_get_file_content, bitbucket_search )
Get file content
bitbucket_get_file_content( project_key="PROJ", repository_slug="my-repo", file_path="src/main.py", branch="develop" )
Search code
bitbucket_search( query="def authenticate", project_key="PROJ", search_type="code", limit=25 )
Bitbucket Commits (scripts.bitbucket_commits )
from scripts.bitbucket_commits import ( bitbucket_get_commits, bitbucket_get_commit )
Get recent commits from a branch
bitbucket_get_commits( project_key="PROJ", repository_slug="my-repo", branch="master", limit=10 )
Get details of a specific commit
bitbucket_get_commit( project_key="PROJ", repository_slug="my-repo", commit_id="1da11eaec25aed8b251de24841885c91493b3173" )
Jira Users (scripts.jira_users )
from scripts.jira_users import jira_get_user_profile
Get Jira user profile
jira_get_user_profile( user_identifier="user@company.com", credentials=credentials # Optional )
Function Signature Pattern
All skill functions follow this signature pattern:
def skill_function( required_param1: str, required_param2: str, optional_param: Optional[str] = None, credentials: Optional[AtlassianCredentials] = None # Always last parameter ) -> str: """Function description.
Args:
required_param1: Description
required_param2: Description
optional_param: Description (optional)
credentials: Optional AtlassianCredentials for Agent environments.
If not provided, uses environment variables.
Returns:
JSON string with result or error information
"""
The credentials parameter is:
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Optional: If not provided, configuration loads from environment variables
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Always the last parameter: Maintains consistent function signatures
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Backward compatible: Existing code without credentials parameter continues to work
Response Data Structures
All functions return JSON strings with flattened data structures (not nested API responses).
Jira Issue Structure
{ "key": "PROJ-123", "id": "10001", "summary": "Issue title", "description": "Issue description", "status": "In Progress", "issue_type": "Task", "priority": "High", "assignee": "user@company.com", "reporter": "reporter@company.com", "created": "2024-01-15T10:30:00.000+0000", "updated": "2024-01-16T14:20:00.000+0000", "labels": ["backend", "urgent"], "components": ["API", "Auth"], "custom_fields": {} }
Confluence Page Structure
{ "id": "12345", "title": "Page Title", "space_key": "DEV", "status": "current", "created": "2024-01-15T10:30:00.000Z", "updated": "2024-01-16T14:20:00.000Z", "author": "user@company.com", "version": 3, "url": "https://company.atlassian.net/wiki/spaces/DEV/pages/12345" }
Note: These are simplified structures. The original Jira API returns nested data like {"key": "...", "fields": {"summary": "...", "status": {"name": "..."}}} , but this skill flattens it for easier use.
Error Handling
All functions return JSON strings. Check for errors:
import json
result = jira_get_issue(issue_key="PROJ-999") data = json.loads(result)
if not data.get("success", True): print(f"Error: {data['error']}") print(f"Type: {data['error_type']}") else: print(f"Issue: {data['key']}")
Error Types
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ConfigurationError
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Missing environment variables
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AuthenticationError
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Invalid credentials
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ValidationError
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Invalid input parameters
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NotFoundError
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Resource not found
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APIError
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Atlassian API error
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NetworkError
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Connection issues
Philosophy
This skill provides:
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Utilities: Ready-to-use functions for common Atlassian operations
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Flexibility: Support for both Cloud and Data Center deployments
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Dual Configuration: Environment variables OR parameter-based credentials
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Agent-Ready: Works in environments without environment variable access
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Consistency: Unified error handling and response format
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Backward Compatible: Existing code continues to work without changes
It does NOT provide:
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Direct API access (use the provided functions instead)
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Webhook handling or event processing
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Bulk import/export operations
Best practices:
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Always check return values for errors
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Use JQL/CQL for efficient searching
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Batch operations when possible to reduce API calls
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In Agent environments, check service availability before calling skills: availability = check_available_skills(credentials) if "jira" in availability["available_services"]: result = jira_get_issue("PROJ-123", credentials=credentials)
Dependencies
pip install requests python-dotenv
Or use the requirements file:
pip install -r requirements.txt