jira-operations

jira-operations is a skill for Claude Code from ulises-jeremias/agent-toolkit. It costs 104 tokens per session (1,900 once invoked), scanned A, a copy of jira-operations, MIT.

A set of tools for discovering JIRA project details and managing the local cache used to retrieve them. A cache is stored data that reduces repeated requests to JIRA.

In plain words
What is it for?
Discovering project metadata and workflows, checking cache size and hit rates, warming the cache for commonly used data, and removing stale or sensitive cached data.
Why use it?
It helps explain slow JIRA access and reduces unnecessary API requests. It also lets you inspect, pre-load, or clear cached project data.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the agent-toolkit-complete plugin — 116 skills shipped together

Good fit Discovering project metadata and workflows, checking cache size and hit rates, warming the cache for commonly used data, and removing stale or sensitive cached data.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ulises-jeremias/agent-toolkit/jira-operations
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 ulises-jeremias/agent-toolkit --skill jira-operations
Clone the repo
git clone --depth 1 https://github.com/ulises-jeremias/agent-toolkit

Made for: Claude Code.

Or install agent-toolkit-complete, the plugin that ships this one along with the rest of its 116 skills.

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-operations

README.md
[![agentmods](https://agentmods.dev/badge/skills/ulises-jeremias/agent-toolkit/jira-operations/github.svg)](https://agentmods.dev/skills/ulises-jeremias/agent-toolkit/jira-operations)
Your own site
<a href="https://agentmods.dev/skills/ulises-jeremias/agent-toolkit/jira-operations"><img src="https://agentmods.dev/badge/skills/ulises-jeremias/agent-toolkit/jira-operations/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-operations

Your own site · 80×15
<a href="https://agentmods.dev/skills/ulises-jeremias/agent-toolkit/jira-operations"><img src="https://agentmods.dev/badge/skills/ulises-jeremias/agent-toolkit/jira-operations.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 104 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,900 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 91% copy Near-identical to another mod 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 $0.00104 $0.01900
Opus 5 $0.00052 $0.00950
Sonnet 5 $0.00021 $0.00380
Haiku 4.5 $0.00010 $0.00190

Measured 8d ago against content hash 08c2c8ffe4c8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

jira-operations 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 8d 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.

Origin

This is a copy

91% identical to jira-operations — 26 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

plugins/agent-toolkit-complete/.github/skills/jira-operations/SKILL.md · 236 lines

How it starts

The opening of the file, as written. The whole thing — 236 lines — stays where its author put it; the contents beside it link to each section on GitHub.

JIRA Operations Skill

Cache management, request batching, and operational utilities for JIRA Assistant.

Risk Levels

Operation Risk Notes
Discover project - Read-only analysis
Cache status - Read-only
Cache warm - Populates local cache
Cache clear (dry-run) - Preview only
Cache clear ! Local cache cleared, will re-fetch

Risk Legend: - Safe, read-only | ! Caution, modifiable | !! Warning, destructive but recoverable | !!! Danger, irreversible

When to Use This Skill

Use this skill when you need to:

  • Discover project context: Auto-discover project metadata, workflows, and usage patterns
  • Monitor cache status: Check cache size, entry counts, and hit rates
  • Clear cache data: Remove stale or sensitive cached data
  • Pre-warm cache: Load commonly accessed data for better performance
  • Optimize performance: Reduce API calls through effective caching
  • Troubleshoot slowness: Diagnose cache-related performance issues

What This Skill Does

IMPORTANT: Always use the jira-as CLI. Never run Python scripts directly.

  • Project Discovery: Discover project metadata and usage patterns (field fill rates, value distributions, parent hierarchy) for intelligent defaults
  • Cache Status Monitoring: Display cache statistics (size, entries, hit rates)
  • Cache Clearing: Remove cache entries by category, pattern, or all at once
  • Cache Warming: Pre-load project metadata and field definitions
  • Request Batching: Parallel request execution for bulk operations (programmatic API)

Quick Start

# Discover project context (prints to stdout)
jira-as ops discover-project PROJ

# Check cache status
jira-as ops cache-status

# Clear all cache
jira-as ops cache-clear --force

# Warm cache with all metadata
jira-as ops cache-warm --all

Common Tasks (30-Second Solutions)

Check cache status

# Basic status
jira-as ops cache-status

# Output as JSON
jira-as ops cache-status --json

# Verbose output (-v is short for --verbose)
jira-as ops cache-status -v
jira-as ops cache-status --verbose

Read the full file on GitHub · 236 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. 8d ago First seen · 236 lines · 104 tokens per session scan A 08c2c8ffe4c8

Subscribe to this mod's changes

jira-operations is a skill published in the GitHub repository ulises-jeremias/agent-toolkit (17 stars, last pushed today), licensed MIT. It adds 104 tokens to every session and 1,900 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. It is 91% identical to jira-operations, differing in 26 lines, and is treated as a copy.

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