jira

softaworks/agent-toolkit · updated Apr 8, 2026

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$npx skills add https://github.com/softaworks/agent-toolkit --skill jira
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summary

Natural language Jira interaction with automatic backend detection and safety guardrails.

  • Supports two backends: Jira CLI (if installed locally) and Atlassian MCP tools, with automatic detection and fallback guidance
  • Covers core workflows: viewing, creating, updating, and transitioning issues; listing sprints and personal tickets; assigning and commenting
  • Includes built-in safety checks: always fetches current state before modifying, shows changes for approval, verifies transitions a
skill.md

Jira

Natural language interaction with Jira. Supports multiple backends.

Backend Detection

Run this check first to determine which backend to use:

1. Check if jira CLI is available:
   → Run: which jira
   → If found: USE CLI BACKEND

2. If no CLI, check for Atlassian MCP:
   → Look for mcp__atlassian__* tools
   → If available: USE MCP BACKEND

3. If neither available:
   → GUIDE USER TO SETUP
Backend When to Use Reference
CLI jira command available references/commands.md
MCP Atlassian MCP tools available references/mcp.md
None Neither available Guide to install CLI

Quick Reference (CLI)

Skip this section if using MCP backend.

Intent Command
View issue jira issue view ISSUE-KEY
List my issues jira issue list -a$(jira me)
My in-progress jira issue list -a$(jira me) -s"In Progress"
Create issue jira issue create -tType -s"Summary" -b"Description"
Move/transition jira issue move ISSUE-KEY "State"
Assign to me jira issue assign ISSUE-KEY $(jira me)
Unassign jira issue assign ISSUE-KEY x
Add comment jira issue comment add ISSUE-KEY -b"Comment text"
Open in browser jira open ISSUE-KEY
Current sprint jira sprint list --state active
Who am I jira me

Quick Reference (MCP)

Skip this section if using CLI backend.

Intent MCP Tool
Search issues mcp__atlassian__searchJiraIssuesUsingJql
View issue mcp__atlassian__getJiraIssue
Create issue mcp__atlassian__createJiraIssue
Update issue mcp__atlassian__editJiraIssue
Get transitions mcp__atlassian__getTransitionsForJiraIssue
Transition mcp__atlassian__transitionJiraIssue
Add comment mcp__atlassian__addCommentToJiraIssue
User lookup mcp__atlassian__lookupJiraAccountId
List projects mcp__atlassian__getVisibleJiraProjects

See references/mcp.md for full MCP patterns.


Triggers

  • "create a jira ticket"
  • "show me PROJ-123"
  • "list my tickets"
  • "move ticket to done"
  • "what's in the current sprint"

Issue Key Detection

Issue keys follow the pattern: [A-Z]+-[0-9]+ (e.g., PROJ-123, ABC-1).

When a user mentions an issue key in conversation:

  • CLI: jira issue view KEY or jira open KEY
  • MCP: mcp__atlassian__jira_get_issue with the key

Workflow

Creating tickets:

  1. Research context if user references code/tickets/PRs
  2. Draft ticket content
  3. Review with user
  4. Create using appropriate backend

Updating tickets:

  1. Fetch issue details first
  2. Check status (careful with in-progress tickets)
  3. Show current vs proposed changes
  4. Get approval before updating
  5. Add comment explaining changes

Before Any Operation

Ask yourself:

  1. What's the current state? — Always fetch the issue first. Don't assume status, assignee, or fields are what user thinks they are.

  2. Who else is affected? — Check watchers, linked issues, parent epics. A "simple edit" might notify 10 people.

  3. Is this reversible? — Transitions may have one-way gates. Some workflows require intermediate states. Description edits have no undo.

  4. Do I have the right identifiers? — Issue keys, transition IDs, account IDs. Display names don't work for assignment (MCP).


NEVER

  • NEVER transition without fetching current status — Workflows may require intermediate states. "To Do" → "Done" might fail silently if "In Progress" is required first.

  • NEVER assign using display name (MCP) — Only account IDs work. Always call lookupJiraAccountId first, or assignment silently fails.

  • NEVER edit description without showing original — Jira has no undo. User must see what they're replacing.

  • NEVER use --no-input without all required fields (CLI) — Fails silently with cryptic errors. Check project's required fields first.

  • NEVER assume transition names are universal — "Done", "Closed", "Complete" vary by project. Always get available transitions first.

  • NEVER bulk-modify without explicit approval — Each ticket change notifies watchers. 10 edits = 10 notification storms.


Safety

  • Always show the command/tool call before running it
  • Always get approval before modifying tickets
  • Preserve original information when editing
  • Verify updates after applying
  • Always surface authentication issues clearly so the user can resolve them

No Backend Available

If neither CLI nor MCP is available, guide the user:

To use Jira, you need one of:

1. **jira CLI** (recommended):
   https://github.com/ankitpokhrel/jira-cli

   Install: brew install ankitpokhrel/jira-cli/jira-cli
   Setup:   jira init

2. **Atlassian MCP**:
   Configure in your MCP settings with Atlassian credentials.

Deep Dive

LOAD reference when:

  • Creating issues with complex fields or multi-line content
  • Building JQL queries beyond simple filters
  • Troubleshooting errors or authentication issues
  • Working with transitions, linking, or sprints

Do NOT load reference for:

  • Simple view/list operations (Quick Reference above is sufficient)
  • Basic status checks (jira issue view KEY)
  • Opening issues in browser
Task Load Reference?
View single issue No
List my tickets No
Create with description Yes — CLI needs /tmp pattern
Transition issue Yes — need transition ID workflow
JQL search Yes — for complex queries
Link issues Yes — MCP limitation, need script

References:

  • CLI patterns: references/commands.md
  • MCP patterns: references/mcp.md
how to use jira

How to use jira on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add jira
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/softaworks/agent-toolkit --skill jira

The skills CLI fetches jira from GitHub repository softaworks/agent-toolkit and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/jira

Reload or restart Cursor to activate jira. Access the skill through slash commands (e.g., /jira) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

GET_STARTED →

Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.765 reviews
  • Noor Martin· Dec 24, 2024

    I recommend jira for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Lucas Sethi· Dec 24, 2024

    Useful defaults in jira — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Omar White· Dec 20, 2024

    jira is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Kabir Perez· Dec 12, 2024

    jira reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Aisha Sharma· Dec 8, 2024

    jira has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Kaira Dixit· Nov 27, 2024

    jira fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Aditi Perez· Nov 15, 2024

    jira reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Isabella Choi· Nov 15, 2024

    Registry listing for jira matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Meera Liu· Nov 3, 2024

    I recommend jira for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Meera Sharma· Oct 22, 2024

    Useful defaults in jira — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

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