jira-integration

jira-integration is a skill for Claude Code, Codex from JunMystery/Agent-Guidance-Python. It costs 37 tokens per session (2,330 once invoked), scanned A, original, MIT.

Use this skill when retrieving Jira tickets, analyzing requirements, updating ticket status, adding comments, or transitioning issues. Provides Jira API patterns via MCP or direct REST calls.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/junmystery/agent-guidance-python/jira-integration
Any agent
npx skills add JunMystery/Agent-Guidance-Python --skill jira-integration
Clone the repo
git clone --depth 1 https://github.com/JunMystery/Agent-Guidance-Python

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for jira-integration

README.md
[![agentmods](https://agentmods.dev/badge/skills/junmystery/agent-guidance-python/jira-integration.svg)](https://agentmods.dev/skills/junmystery/agent-guidance-python/jira-integration)
Your own site
<a href="https://agentmods.dev/skills/junmystery/agent-guidance-python/jira-integration"><img src="https://agentmods.dev/badge/skills/junmystery/agent-guidance-python/jira-integration.svg" alt="Measured on agentmods" height="20"></a>
Per session 37 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,330 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00037 $0.02330
Opus 5 $0.00018 $0.01165
Sonnet 5 $0.00007 $0.00466
Haiku 4.5 $0.00004 $0.00233

Measured today against content hash 3e7e4aacee6b, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

jira-integration scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

If MCP is not available, use the Jira REST API v3 directly via `curl` or a helper script.
skills/jira-integration/SKILL.md · 303 lines

How it starts

The opening of the file, as written. The whole thing — 303 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Jira Integration Skill

Retrieve, analyze, and update Jira tickets directly from your AI coding workflow. Supports both MCP-based (recommended) and direct REST API approaches.

When to Activate

  • Fetching a Jira ticket to understand requirements
  • Extracting testable acceptance criteria from a ticket
  • Adding progress comments to a Jira issue
  • Transitioning a ticket status (To Do → In Progress → Done)
  • Linking merge requests or branches to a Jira issue
  • Searching for issues by JQL query

Prerequisites

Option A: MCP Server (Recommended)

Install the mcp-atlassian MCP server. This exposes Jira tools directly to your AI agent.

Requirements:

  • Python 3.10+
  • uvx (from uv), installed via your package manager or the official uv installation documentation

Add to your MCP config (e.g., ~/.claude.jsonmcpServers):

{
  "jira": {
    "command": "uvx",
    "args": ["mcp-atlassian==0.21.0"],
    "env": {
      "JIRA_URL": "https://YOUR_ORG.atlassian.net",
      "JIRA_EMAIL": "[email protected]",
      "JIRA_API_TOKEN": "your-api-token"
    },
    "description": "Jira issue tracking — search, create, update, comment, transition"
  }
}

Security: Never hardcode secrets. Prefer setting JIRA_URL, JIRA_EMAIL, and JIRA_API_TOKEN in your system environment (or a secrets manager). Only use the MCP env block for local, uncommitted config files.

To get a Jira API token:

  1. Go to https://id.atlassian.com/manage-profile/security/api-tokens
  2. Click Create API token
  3. Copy the token — store it in your environment, never in source code

Option B: Direct REST API

If MCP is not available, use the Jira REST API v3 directly via curl or a helper script.

Required environment variables:

Variable Description
JIRA_URL Your Jira instance URL (e.g., https://yourorg.atlassian.net)
JIRA_EMAIL Your Atlassian account email
JIRA_API_TOKEN API token from id.atlassian.com

Read the full file on GitHub · 303 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today First seen · 303 lines · 37 tokens per session scan A 3e7e4aacee6b

Subscribe to this mod's changes

jira-integration is a skill published in the GitHub repository JunMystery/Agent-Guidance-Python (2 stars, last pushed 1mo ago), licensed MIT. It adds 37 tokens to every session and 2,330 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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