jira-triage

jira-triage is a skill for Claude Code from atretyak1985/swarmery. It costs 95 tokens per session (5,282 once invoked), scanned A, original, Apache-2.0.

A Jira triage workflow that classifies a ticket as a defect or a change, gathers the appropriate evidence, and assigns one of five outcomes.

In plain words
What is it for?
It helps reproduce defects, establish baselines for changes, and decide whether work is fixed, unrepeatable, needed, blocked by missing information, or too large.
Why use it?
It prevents feature requests from being mistaken for bugs that simply cannot be reproduced, leading to more accurate decisions.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the jira-pack plugin — 7 skills, 1 command, 1 agent shipped together

Good fit It helps reproduce defects, establish baselines for changes, and decide whether work is fixed, unrepeatable, needed, blocked by missing information, or too large.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/atretyak1985/swarmery/jira-triage
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 atretyak1985/swarmery --skill jira-triage
Clone the repo
git clone --depth 1 https://github.com/atretyak1985/swarmery

Made for: Claude Code.

Or install jira-pack, the plugin that ships this one along with the rest of its 7 skills, 1 command, 1 agent.

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-triage

README.md
[![agentmods](https://agentmods.dev/badge/skills/atretyak1985/swarmery/jira-triage/github.svg)](https://agentmods.dev/skills/atretyak1985/swarmery/jira-triage)
Your own site
<a href="https://agentmods.dev/skills/atretyak1985/swarmery/jira-triage"><img src="https://agentmods.dev/badge/skills/atretyak1985/swarmery/jira-triage/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-triage

Your own site · 80×15
<a href="https://agentmods.dev/skills/atretyak1985/swarmery/jira-triage"><img src="https://agentmods.dev/badge/skills/atretyak1985/swarmery/jira-triage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 95 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,282 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00095 $0.05282
Opus 5 $0.00048 $0.02641
Sonnet 5 $0.00019 $0.01056
Haiku 4.5 $0.00010 $0.00528

Measured 9d ago against content hash 7bae14d02c4b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

jira-triage scanned grade A with 0 findings 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 9d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/jira-pack/skills/jira-triage/SKILL.md · 378 lines

How it starts

The opening of the file, as written. The whole thing — 378 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Purpose

Turn a ticket that jira-access-preflight has already smoke-read into a decision: is this actually done, genuinely not reproducing, in need of real work, impossible to even attempt yet, or too large to touch under /jira-fix's autonomy budget? This skill is the only place in jira-pack that runs the evidence step and assigns a verdict — jira-writeback downstream only renders and posts whatever this skill decided.

A tracker holds two kinds of work, and only one of them reproduces. A defect describes behavior that exists and is wrong; a change (feature, task, improvement) describes behavior that does not exist yet. Running a defect's reproduction against a change ticket returns green — the suite is fine, the feature simply isn't there — and reading that green as "the reported behavior did not occur" would classify unimplemented work as cannot-reproduce and move it to QA. Step 1b exists to make that outcome unreachable: every ticket is classified before the evidence step, and the evidence step is chosen by that class.

When to use

Called by @jira-task-runner's step 4, strictly after jira-config (working repo + jira.repro.* resolved), jira-access-preflight (tools pinned, cloudId resolved, ticket smoke-read already succeeded), and swarmery-board-card (card already sitting in in_progress). Never run this skill's reproduction step against an unvalidated repo path or before access preflight has passed — a failed smoke-read means there is no ticket to triage yet.

Step 1 — parse the ticket

Call getJiraIssue with fields: ["summary", "description", "status", "issuetype", "labels", "components", "comment"] (a fuller read than preflight's own smoke-read, which only pulled summary/status/description/comment). Extract:

  • the problem description and any "Steps to reproduce" section or its equivalent (numbered list, a fenced repro script, a linked test);
  • expected vs. actual behavior, as stated;
  • any file paths, stack traces, or commit references mentioned in the description or comments;
  • prior comments — read every one. A previous comment often already says "fixed in <commit>" or "duplicate of <KEY>"; missing this is the most common way a run wastes its reproduction budget on an already-closed question.

Read the full file on GitHub · 378 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. 9d ago First seen · 378 lines · 95 tokens per session scan A 7bae14d02c4b

Subscribe to this mod's changes

jira-triage is a skill published in the GitHub repository atretyak1985/swarmery (6 stars, last pushed 2d ago), licensed Apache-2.0. It adds 95 tokens to every session and 5,282 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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