generate-status-report — community generate-status-report, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0
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About this Skill

Perfect for Project Management Agents needing automated Jira and Confluence integration for status report generation. Remote MCP Server that securely connects Jira and Confluence with your LLM, IDE, or agent platform of choice.

atlassian atlassian
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Updated: 3/5/2026

Agent Capability Analysis

The generate-status-report skill by atlassian is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.

Ideal Agent Persona

Perfect for Project Management Agents needing automated Jira and Confluence integration for status report generation.

Core Value

Empowers agents to generate formatted status reports by querying Jira for project status, analyzing issues, and publishing updates to Confluence using secure protocols, providing real-time project summaries, blockers, and progress updates.

Capabilities Granted for generate-status-report

Automating weekly project status updates
Generating daily standup reports for Confluence
Publishing sprint reports to Confluence for team visibility

! Prerequisites & Limits

  • Requires secure connection to Jira and Confluence
  • Interactive scope clarification necessary for time period, audience, and Confluence destination
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Boot Container Sandbox

generate-status-report

Install generate-status-report, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
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Generate Status Report

Keywords

status report, project status, weekly update, daily standup, Jira report, project summary, blockers, progress update, Confluence report, sprint report, project update, publish to Confluence, write to Confluence, post report

Automatically query Jira for project status, analyze issues, and generate formatted status reports published to Confluence.

CRITICAL: This skill should be interactive. Always clarify scope (time period, audience, Confluence destination) with the user before or after generating the report. Do not silently skip Confluence publishing—always offer it.

Workflow

Generating a status report follows these steps:

  1. Identify scope - Determine project, time period, and target audience
  2. Query Jira - Fetch relevant issues using JQL queries
  3. Analyze data - Categorize issues and identify key insights
  4. Format report - Structure content based on audience and purpose
  5. Publish to Confluence - Create or update a page with the report

Step 1: Identify Scope

IMPORTANT: If the user's request is missing key information, ASK before proceeding with queries. Do not assume defaults without confirmation for Confluence publishing.

Clarify these details:

Project identification:

  • Which Jira project key? (e.g., "PROJ", "ENG", "MKTG")
  • If the user mentions a project by name but not key, search Jira to find the project key

Time period:

  • If not specified, ask: "What time period should this report cover? (default: last 7 days)"
  • Options: Weekly (7 days), Daily (24 hours), Sprint-based (2 weeks), Custom period

Target audience:

  • If not specified, ask: "Who is this report for? (Executives/Delivery Managers, Team-level, or Daily standup)"
  • Executives/Delivery Managers: High-level summary with key metrics and blockers
  • Team-level: Detailed breakdown with issue-by-issue status
  • Daily standup: Brief update on yesterday/today/blockers

Report destination:

  • ALWAYS ASK if not specified: "Would you like me to publish this report to Confluence? If so, which space should I use?"
  • If user says yes: Ask for space name or offer to list available spaces
  • Determine: New page or update existing page?
  • Ask about parent page if creating under a specific section

Step 2: Query Jira

Use the searchJiraIssuesUsingJql tool to fetch issues. Build JQL queries based on report needs.

Common Query Patterns

For comprehensive queries, use the scripts/jql_builder.py utility to programmatically build JQL strings. For quick queries, reference references/jql-patterns.md for examples.

All open issues in project:

jql
1project = "PROJECT_KEY" AND status != Done ORDER BY priority DESC, updated DESC

Issues updated in last week:

jql
1project = "PROJECT_KEY" AND updated >= -7d ORDER BY priority DESC

High priority and blocked issues:

jql
1project = "PROJECT_KEY" AND (priority IN (Highest, High) OR status = Blocked) AND status != Done ORDER BY priority DESC

Completed in reporting period:

jql
1project = "PROJECT_KEY" AND status = Done AND resolved >= -7d ORDER BY resolved DESC

Query Strategy

For most reports, execute multiple targeted queries rather than one large query:

  1. Completed issues: Get recently resolved tickets
  2. In-progress issues: Get active work items
  3. Blocked issues: Get blockers requiring attention
  4. High priority open: Get critical upcoming work

Use maxResults: 100 for initial queries. If pagination is needed, use nextPageToken from results.

Data to Extract

For each issue, capture:

  • key (e.g., "PROJ-123")
  • summary (issue title)
  • status (current state)
  • priority (importance level)
  • assignee (who's working on it)
  • created / updated / resolved dates
  • description (if needed for context on blockers)

Step 3: Analyze Data

Process the retrieved issues to identify:

Metrics:

  • Total issues by status (Done, In Progress, Blocked, etc.)
  • Completion rate (if historical data available)
  • Number of high priority items
  • Unassigned issue count

Key insights:

  • Major accomplishments (recently completed high-value items)
  • Critical blockers (blocked high priority issues)
  • At-risk items (overdue or stuck in progress)
  • Resource bottlenecks (one assignee with many issues)

Categorization: Group issues logically:

  • By status (Done, In Progress, Blocked)
  • By priority (Highest → Low)
  • By assignee or team
  • By component or epic (if relevant)

Step 4: Format Report

Select the appropriate template based on audience. Templates are in references/report-templates.md.

For Executives and Delivery Managers

Use Executive Summary Format:

  • Brief overall status (🟢 On Track / 🟡 At Risk / 🔴 Blocked)
  • Key metrics (total, completed, in progress, blocked)
  • Top 3 highlights (major accomplishments)
  • Critical blockers with impact
  • Upcoming priorities

Keep it concise - 1-2 pages maximum. Focus on what matters to decision-makers.

For Team-Level Reports

Use Detailed Technical Format:

  • Completed issues listed with keys
  • In-progress issues with assignee and priority
  • Blocked issues with blocker description and action needed
  • Risks and dependencies
  • Next period priorities

Include more detail - Team needs issue-level visibility.

For Daily Updates

Use Daily Standup Format:

  • What was completed yesterday
  • What's planned for today
  • Current blockers
  • Brief notes

Keep it brief - This is a quick sync, not comprehensive analysis.

Step 5: Publish to Confluence

After generating the report, ALWAYS offer to publish to Confluence (unless user explicitly said not to).

If user hasn't specified Confluence details yet, ask:

  • "Would you like me to publish this report to Confluence?"
  • "Which Confluence space should I use?"
  • "Should this be nested under a specific parent page?"

Use the createConfluencePage tool to publish the report.

Page creation:

createConfluencePage(
    cloudId="[obtained from getConfluenceSpaces or URL]",
    spaceId="[numerical space ID]",
    title="[Project Name] - Status Report - [Date]",
    body="[formatted report in Markdown]",
    contentFormat="markdown",
    parentId="[optional - parent page ID if nesting under another page]"
)

Title format examples:

  • "Project Phoenix - Weekly Status - Dec 3, 2025"
  • "Engineering Sprint 23 - Status Report"
  • "Q4 Initiatives - Status Update - Week 49"

Body formatting: Write the report content in Markdown. The tool will convert it to Confluence format. Use:

  • Headers (#, ##, ###) for structure
  • Bullet points for lists
  • Bold (**text**) for emphasis
  • Tables for metrics if needed
  • Links to Jira issues: [PROJ-123](https://yourinstance.atlassian.net/browse/PROJ-123)

Best practices:

  • Include the report date prominently
  • Link directly to relevant Jira issues
  • Use consistent naming conventions for recurring reports
  • Consider creating under a "Status Reports" parent page for organization

Finding the Right Space

If the user doesn't specify a Confluence space:

  1. Use getConfluenceSpaces to list available spaces
  2. Look for spaces related to the project (matching project name or key)
  3. If unsure, ask the user which space to use
  4. Default to creating in the most relevant team or project space

Updating Existing Reports

If updating an existing page instead of creating new:

  1. Get the current page content:
getConfluencePage(
    cloudId="...",
    pageId="123456",
    contentFormat="markdown"
)
  1. Update the page with new content:
updateConfluencePage(
    cloudId="...",
    pageId="123456",
    body="[updated report content]",
    contentFormat="markdown",
    versionMessage="Updated with latest status - Dec 8, 2025"
)

Complete Example Workflow

User request: "Generate a status report for Project Phoenix and publish it to Confluence"

Step 1 - Identify scope:

  • Project: Phoenix (need to find project key)
  • Time period: Last week (default)
  • Audience: Not specified, assume executive level
  • Destination: Confluence, need to find appropriate space

Step 2 - Query Jira:

python
1# Find project key first 2searchJiraIssuesUsingJql( 3 cloudId="...", 4 jql='project = "PHOENIX" OR project = "PHX"', 5 maxResults=1 6) 7 8# Query completed issues 9searchJiraIssuesUsingJql( 10 cloudId="...", 11 jql='project = "PHX" AND status = Done AND resolved >= -7d', 12 maxResults=50 13) 14 15# Query blocked issues 16searchJiraIssuesUsingJql( 17 cloudId="...", 18 jql='project = "PHX" AND status = Blocked', 19 maxResults=50 20) 21 22# Query in-progress high priority 23searchJiraIssuesUsingJql( 24 cloudId="...", 25 jql='project = "PHX" AND status IN ("In Progress", "In Review") AND priority IN (Highest, High)', 26 maxResults=50 27)

Step 3 - Analyze:

  • 15 issues completed (metrics)
  • 3 critical blockers (key insight)
  • Major accomplishment: API integration completed (highlight)

Step 4 - Format: Use Executive Summary Format from templates. Create concise report with metrics, highlights, and blockers.

Step 5 - Publish:

python
1# Find appropriate space 2getConfluenceSpaces(cloudId="...") 3 4# Create page 5createConfluencePage( 6 cloudId="...", 7 spaceId="12345", 8 title="Project Phoenix - Weekly Status - Dec 3, 2025", 9 body="[formatted markdown report]", 10 contentFormat="markdown" 11)

Tips for Quality Reports

Be data-driven:

  • Include specific numbers and metrics
  • Reference issue keys directly
  • Show trends when possible (e.g., "completed 15 vs 12 last week")

Highlight what matters:

  • Lead with the most important information
  • Flag blockers prominently
  • Celebrate significant wins

Make it actionable:

  • For blockers, state what action is needed and from whom
  • For risks, provide mitigation options
  • For priorities, be specific about next steps

Keep it consistent:

  • Use the same format for recurring reports
  • Maintain predictable structure
  • Include comparable metrics week-over-week

Provide context:

  • Link to Jira for details
  • Explain the impact of blockers
  • Connect work to business objectives when possible

Resources

scripts/jql_builder.py

Python utility for programmatically building JQL queries. Use this when you need to construct complex or dynamic queries. Import and use the helper functions rather than manually concatenating JQL strings.

references/jql-patterns.md

Quick reference of common JQL query patterns for status reports. Use this for standard queries or as a starting point for custom queries.

references/report-templates.md

Detailed templates for different report types and audiences. Reference this to select the appropriate format and structure for your report.

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is generate-status-report?

Perfect for Project Management Agents needing automated Jira and Confluence integration for status report generation. Remote MCP Server that securely connects Jira and Confluence with your LLM, IDE, or agent platform of choice.

How do I install generate-status-report?

Run the command: npx killer-skills add atlassian/atlassian-mcp-server. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for generate-status-report?

Key use cases include: Automating weekly project status updates, Generating daily standup reports for Confluence, Publishing sprint reports to Confluence for team visibility.

Which IDEs are compatible with generate-status-report?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for generate-status-report?

Requires secure connection to Jira and Confluence. Interactive scope clarification necessary for time period, audience, and Confluence destination.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add atlassian/atlassian-mcp-server. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use generate-status-report immediately in the current project.

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