jira-ticket-labeler-skill

jira-ticket-labeler-skill is a skill for OpenCode from darellchua2/opencode-config-template. It costs 36 tokens per session (2,498 once invoked), scanned A, original, Apache-2.0.

A JIRA ticket-classification skill that assigns issue types, priorities, and components based on ticket content. JIRA is a system for tracking software work such as bugs, tasks, and features.

In plain words
What is it for?
It classifies tickets as bugs, stories, tasks, or epics, sets priority, adds components, and maps GitHub issue labels when creating JIRA work.
Why use it?
It reduces inconsistent manual labeling and helps teams sort, prioritize, and route tickets in a repeatable way.

Skill for OpenCode

Written for OpenCode: installed under .opencode/. Also seen: mentions OpenCode.

Good fit It classifies tickets as bugs, stories, tasks, or epics, sets priority, adds components, and maps GitHub issue labels when creating JIRA work.

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Install with agentmods
npx agentmods add skills/darellchua2/opencode-config-template/jira-ticket-labeler-skill
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.

Any agent
npx skills add darellchua2/opencode-config-template --skill jira-ticket-labeler-skill
Clone the repo
git clone --depth 1 https://github.com/darellchua2/opencode-config-template

Made for: OpenCode.

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-ticket-labeler-skill

README.md
[![agentmods](https://agentmods.dev/badge/skills/darellchua2/opencode-config-template/jira-ticket-labeler-skill/github.svg)](https://agentmods.dev/skills/darellchua2/opencode-config-template/jira-ticket-labeler-skill)
Your own site
<a href="https://agentmods.dev/skills/darellchua2/opencode-config-template/jira-ticket-labeler-skill"><img src="https://agentmods.dev/badge/skills/darellchua2/opencode-config-template/jira-ticket-labeler-skill/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for jira-ticket-labeler-skill

Your own site · 80×15
<a href="https://agentmods.dev/skills/darellchua2/opencode-config-template/jira-ticket-labeler-skill"><img src="https://agentmods.dev/badge/skills/darellchua2/opencode-config-template/jira-ticket-labeler-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,498 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original 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 5.1 $0.00036 $0.02498
Opus 5 $0.00018 $0.01249
Sonnet 5 $0.00007 $0.00500
Haiku 4.5 $0.00004 $0.00250

Measured 5d ago against content hash bf858da87884, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

jira-ticket-labeler-skill 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 5d ago.

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.

- Fallback: classification/label-mapping is analytical and can proceed without MCP; only ticket creation/reads (`atlassian_createJiraIssue`, `atlassian_getJiraIssue`) need the server or the REST fallback (`curl -u email:
opencode_app/.opencode/skills/jira-ticket-labeler-skill/SKILL.md · 311 lines

How it starts

The opening of the file, as written. The whole thing — 311 lines — stays where its author put it; the contents beside it link to each section on GitHub.

What I do

I provide intelligent JIRA ticket classification by:

  • Analyzing ticket content to determine appropriate issue type (Bug, Story, Task, Epic)
  • Assigning priority levels using JIRA's priority field (Highest, High, Medium, Low, Lowest)
  • Adding JIRA components for area classification
  • Using Atlassian MCP tools for all JIRA operations
  • Supporting cross-platform workflows (GitHub issue → JIRA ticket mapping)

When to use me

Use this when:

  • You need to classify JIRA tickets with correct issue types
  • You want to set appropriate priorities on JIRA tickets
  • You're creating JIRA tickets from GitHub issue context
  • You need consistent ticket classification across your JIRA project
  • You want to map GitHub labels to JIRA issue types

Prerequisites

  • atlassian MCP server enabled in this session — it is disabled by default (opt-in). If atlassian_* tools are absent from your tool list, do NOT attempt or hallucinate them:
    • Interactive: offer per-project enable via opencode-repo-setup-skill (effective next session).
    • Fallback: classification/label-mapping is analytical and can proceed without MCP; only ticket creation/reads (atlassian_createJiraIssue, atlassian_getJiraIssue) need the server or the REST fallback (curl -u email:token).
    • Otherwise: return the classification and report creation as skipped.
  • JIRA project access with create/edit permissions
  • Valid JIRA project key (e.g., "IBIS", "PROJ")

Why a Separate Skill from git-issue-labeler

JIRA and GitHub use fundamentally different taxonomy systems:

Aspect GitHub JIRA
Classification Labels (flat, multiple) Issue Type (single, structured)
Priority Labels (priority: high) Dedicated Priority field (dropdown)
Area Labels Components (separate entity)
Subtasks Not supported natively First-class citizen
Epics Label-based Dedicated Epic issue type

GitHub git-issue-labeler-skill handles GitHub labels. This skill handles JIRA taxonomy.

Read the full file on GitHub · 311 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. 5d ago First seen · 311 lines · 36 tokens per session scan A bf858da87884

Subscribe to this mod's changes

jira-ticket-labeler-skill is a skill published in the GitHub repository darellchua2/opencode-config-template (6 stars, last pushed 3d ago), licensed Apache-2.0. It adds 36 tokens to every session and 2,498 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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