jira▌
softaworks/agent-toolkit · updated Apr 8, 2026
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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
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 KEYorjira open KEY - MCP:
mcp__atlassian__jira_get_issuewith the key
Workflow
Creating tickets:
- Research context if user references code/tickets/PRs
- Draft ticket content
- Review with user
- Create using appropriate backend
Updating tickets:
- Fetch issue details first
- Check status (careful with in-progress tickets)
- Show current vs proposed changes
- Get approval before updating
- Add comment explaining changes
Before Any Operation
Ask yourself:
-
What's the current state? — Always fetch the issue first. Don't assume status, assignee, or fields are what user thinks they are.
-
Who else is affected? — Check watchers, linked issues, parent epics. A "simple edit" might notify 10 people.
-
Is this reversible? — Transitions may have one-way gates. Some workflows require intermediate states. Description edits have no undo.
-
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
lookupJiraAccountIdfirst, or assignment silently fails. -
NEVER edit description without showing original — Jira has no undo. User must see what they're replacing.
-
NEVER use
--no-inputwithout 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 on Cursor
AI-first code editor with Composer
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
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches jira from GitHub repository softaworks/agent-toolkit and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
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
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.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 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▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.7★★★★★65 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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