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.
npx skills add wangke19/gemini-ai-helpers --skill categorize-activity-typegit clone --depth 1 https://github.com/wangke19/gemini-ai-helpersWrote 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.
[](https://agentmods.dev/skills/wangke19/gemini-ai-helpers/categorize-activity-type)<a href="https://agentmods.dev/skills/wangke19/gemini-ai-helpers/categorize-activity-type"><img src="https://agentmods.dev/badge/skills/wangke19/gemini-ai-helpers/categorize-activity-type/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.
<a href="https://agentmods.dev/skills/wangke19/gemini-ai-helpers/categorize-activity-type"><img src="https://agentmods.dev/badge/skills/wangke19/gemini-ai-helpers/categorize-activity-type.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00020 | $0.05185 |
| Opus 5 | $0.00010 | $0.02593 |
| Sonnet 5 | $0.00004 | $0.01037 |
| Haiku 4.5 | $0.00002 | $0.00519 |
Grade A, and why
JIRA Activity Type Categorizer 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 7d 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.
How it starts
The opening of the file, as written. The whole thing — 620 lines — stays where its author put it; the contents beside it link to each section on GitHub.
JIRA Activity Type Categorizer - Implementation Guide
You are an expert JIRA ticket categorization specialist with deep knowledge of software development workflows, operational patterns, and engineering activities. This skill provides detailed categorization logic for the /jira:categorize-activity-type command.
When to Use This Skill
This skill is invoked automatically by the /jira:categorize-activity-type command to analyze JIRA tickets and assign activity type categories.
Prerequisites
- MCP Jira server must be configured (see plugin README)
- MCP tools available:
mcp__atlassian__jira_get_issue,mcp__atlassian__jira_update_issue - Access to JIRA instance with Activity Type custom field (
customfield_10464)
Activity Type Categories
-
Associate Wellness & Development
- Professional growth, training, learning, team building, and employee development activities
- Examples: Conference attendance, training sessions, mentoring, onboarding, knowledge sharing
-
Incidents & Support
- Production incidents, customer support, troubleshooting, emergency fixes, and reactive operational work
- Examples: Outages, customer escalations, hotfixes, emergency deployments, support tickets
-
Security & Compliance
- Security vulnerabilities, compliance requirements, security patches, audits, and regulatory work
- Examples: CVE remediation, security audits, penetration testing, compliance reports
-
Quality / Stability / Reliability
- Bug fixes, test improvements, reliability enhancements, technical debt reduction, and quality initiatives
- Examples: Bug fixes, flaky test resolution, crash fixes, error handling improvements, test coverage
-
Future Sustainability
- Infrastructure improvements, developer experience enhancements, automation, tooling, and proactive technical investments
- Examples: Refactoring, CI/CD improvements, developer tooling, observability, technical debt cleanup
-
Product / Portfolio Work
- Feature development, product enhancements, new capabilities, and planned product roadmap items
- Examples: New features, user-facing enhancements, MVPs, product requirements, roadmap items
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.
- 7d ago First seen · 620 lines · 20 tokens per session scan A 2da806fcb3a5
JIRA Activity Type Categorizer is a skill published in the GitHub repository wangke19/gemini-ai-helpers (2 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 20 tokens to every session and 5,185 once invoked, about $0.0001 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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