Now liveThe Skillselion MCP - thousands of ranked skills, loaded into your agent mid-task. No install.Get it →
softaworks avatar

Jira

  • 644 installs
  • 2.2k repo stars
  • Updated March 5, 2026
  • softaworks/agent-toolkit

jira is a Claude Code agent skill that lets developers manage Jira issues, sprints, and backlogs through natural language via the jira CLI or Atlassian MCP.

About

jira is an agent skill from softaworks/agent-toolkit that routes Jira operations through two backends: the ankitpokhrel/jira-cli binary or nine Atlassian MCP tools. The skill auto-detects which backend is available by running `which jira` or checking for mcp__atlassian__* tools, then guides setup if neither exists. Developers can view issue keys like PROJ-123, create tickets, transition workflow states, assign owners, add comments, and check active sprints without leaving the agent session. The SKILL.md bundles 10 CLI quick-reference commands, 9 MCP tool mappings, and 2 deep-dive reference files for JQL, transitions, and linking. Safety rules enforce fetching current status before transitions, account-ID lookup before MCP assignment, and user approval before bulk edits that notify watchers. Reach for jira when sprint planning, ticket triage, or status updates should happen from chat instead of the Jira web UI.

  • Mandatory backend detection: jira CLI first, then Atlassian MCP tools, else setup guidance
  • CLI quick reference for view, list, create, move, assign, and unassign issues
  • Triggers on jira, issue, ticket, sprint, backlog, and PROJ-123-style keys
  • Supports filter patterns such as my in-progress issues via jira me
  • Split reference docs for CLI commands versus MCP usage

Jira by the numbers

  • 644 all-time installs (skills.sh)
  • +15 installs in the week ending Jul 27, 2026 (Skillselion tracking)
  • Ranked #373 of 2,742 Automation & Workflows skills by installs in the Skillselion catalog
  • Security screen: HIGH risk (skills.sh audit)
  • Data as of Jul 28, 2026 (Skillselion catalog sync)
npx skills add https://github.com/softaworks/agent-toolkit --skill jira

Add your badge

Show developers this skill is listed on Skillselion. Paste this into your README.

Listed on Skillselion
Installs644
repo stars2.2k
Security audit2 / 3 scanners passed
Last updatedMarch 5, 2026
Repositorysoftaworks/agent-toolkit

How do you manage Jira tickets from an AI coding agent?

Talk to Jira in natural language—view, create, transition, assign issues, and check sprint or backlog status via CLI or Atlassian MCP.

Who is it for?

jira suits developers who already use Jira for sprint tracking and want ticket CRUD without switching from Claude Code or Cursor.

Skip if: Skip jira when your team does not use Jira or you need deep Jira admin configuration beyond issue-level workflows.

When should I use this skill?

Fire when the user mentions Jira issue keys, tickets, sprints, backlog items, or asks to create or transition work items.

What you get

Updated Jira issues with correct transitions, assignees, comments, and sprint or backlog status pulled from live project data.

  • Created or updated Jira issues with transitions and comments
  • Sprint and backlog status summaries from live Jira data

By the numbers

  • Supports 2 backends: jira-cli and Atlassian MCP
  • Documents 10 CLI commands and 9 MCP tool mappings
  • Includes 2 reference files for commands.md and mcp.md patterns

Files

SKILL.mdMarkdownGitHub ↗

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
BackendWhen to UseReference
CLIjira command availablereferences/commands.md
MCPAtlassian MCP tools availablereferences/mcp.md
NoneNeither availableGuide to install CLI

---

Quick Reference (CLI)

Skip this section if using MCP backend.
IntentCommand
View issuejira issue view ISSUE-KEY
List my issuesjira issue list -a$(jira me)
My in-progressjira issue list -a$(jira me) -s"In Progress"
Create issuejira issue create -tType -s"Summary" -b"Description"
Move/transitionjira issue move ISSUE-KEY "State"
Assign to mejira issue assign ISSUE-KEY $(jira me)
Unassignjira issue assign ISSUE-KEY x
Add commentjira issue comment add ISSUE-KEY -b"Comment text"
Open in browserjira open ISSUE-KEY
Current sprintjira sprint list --state active
Who am Ijira me

---

Quick Reference (MCP)

Skip this section if using CLI backend.
IntentMCP Tool
Search issuesmcp__atlassian__searchJiraIssuesUsingJql
View issuemcp__atlassian__getJiraIssue
Create issuemcp__atlassian__createJiraIssue
Update issuemcp__atlassian__editJiraIssue
Get transitionsmcp__atlassian__getTransitionsForJiraIssue
Transitionmcp__atlassian__transitionJiraIssue
Add commentmcp__atlassian__addCommentToJiraIssue
User lookupmcp__atlassian__lookupJiraAccountId
List projectsmcp__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
TaskLoad Reference?
View single issueNo
List my ticketsNo
Create with descriptionYes — CLI needs /tmp pattern
Transition issueYes — need transition ID workflow
JQL searchYes — for complex queries
Link issuesYes — MCP limitation, need script

References:

  • CLI patterns: references/commands.md
  • MCP patterns: references/mcp.md

Related skills

How it compares

Pick jira over generic API wrappers when you want backend auto-detection, CLI/MCP dual support, and agent-safe workflow guardrails built in.

FAQ

Which backends does the jira skill support?

The jira skill supports two backends: the ankitpokhrel/jira-cli binary detected via `which jira` and Atlassian MCP tools prefixed mcp__atlassian__. It auto-selects whichever is configured and guides installation when neither backend is available.

How does jira prevent accidental ticket changes?

The jira skill requires fetching current issue status before transitions, looking up account IDs before MCP assignment, showing original descriptions before edits, and getting user approval before modifications that notify watchers.

What Jira operations can jira perform from chat?

The jira skill covers viewing issue keys, creating tickets, transitioning workflow states, assigning owners, adding comments, listing active sprints, and running JQL searches through either jira-cli or nine documented Atlassian MCP tools.

Is Jira safe to install?

skills.sh reports 2 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.

This week in AI coding

Five minutes, every Monday - the tools, releases and tactics for developers.

unsubscribe anytime.