mk:jira-analyst

mk:jira-analyst is a skill for Claude Code from ngocsangyem/MeowKit. It costs 93 tokens per session (542 once invoked), scanned A, original, MIT.

A read-only Jira analysis tool that examines a ticket, its attachments, and linked issues, then produces structured findings. RCA means root-cause analysis: working out why a problem happened.

In plain words
What is it for?
Use it to analyze individual Jira tickets, including screenshots or PDFs, investigate causes, and prepare a report for a Jira comment or later planning.
Why use it?
It gathers ticket context and related evidence without changing Jira, so the findings can be reviewed before action is taken.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter. Also seen: agent in frontmatter.

Good fit Use it to analyze individual Jira tickets, including screenshots or PDFs, investigate causes, and prepare a report for a Jira comment or later planning.

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

Made for: Claude Code.

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 mk:jira-analyst

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/ngocsangyem/meowkit/jira-analyst"><img src="https://agentmods.dev/badge/skills/ngocsangyem/meowkit/jira-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 93 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 542 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 $0.00093 $0.00542
Opus 5 $0.00046 $0.00271
Sonnet 5 $0.00019 $0.00108
Haiku 4.5 $0.00009 $0.00054

Measured 6d ago against content hash 2e03f6750a72, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

mk:jira-analyst 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 6d 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.

.claude/skills/jira-analyst/SKILL.md · 52 lines

What it actually says

mk:jira-analyst

Forks to the jira-analyst agent. Read-only. The agent has Write tool privilege ONLY for persisting the report to tasks/reports/jira-analyze-*.md — it never writes to Jira itself.

Triggers

  • "analyze PROJ-123"
  • "rca for PROJ-123"
  • "describe PROJ-123 including the screenshots"

Examples

  • Standalone: "analyze PROJ-456 — what is this ticket about?"
  • With investigation: "I investigated and found ; now analyze PROJ-456 with full RCA"
  • Media-heavy: "PROJ-789 has 3 screenshots — analyze them and synthesize"

See also

  • Agent: ../../agents/jira-analyst.md
  • Shared: ../jira/references/{install-and-auth,cli-idioms,safety-framework}.md
  • Peer intelligence: mk:jira-evaluator (complexity signals), mk:jira-estimator (point estimate)
  • Peer execution: mk:jira-issue (read ticket fields incl. attachments), mk:jira-collaborate (post analysis as comment — see mk:jira-collaborate/references/comment-templates.md)
  • Output: report at tasks/reports/jira-analyze-*.md consumable by mk:planning-engine and downstream skills.

Gotchas

  • (none yet)
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. 6d ago First seen · 52 lines · 93 tokens per session scan A 2e03f6750a72

Subscribe to this mod's changes

mk:jira-analyst is a skill published in the GitHub repository ngocsangyem/MeowKit (14 stars, last pushed 1mo ago), licensed MIT. It adds 93 tokens to every session and 542 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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