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 gabrielmoreira/agent-skills-mirror --skill 04-civil-servicegit clone --depth 1 https://github.com/gabrielmoreira/agent-skills-mirrorWrote 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/gabrielmoreira/agent-skills-mirror/04-civil-service)<a href="https://agentmods.dev/skills/gabrielmoreira/agent-skills-mirror/04-civil-service"><img src="https://agentmods.dev/badge/skills/gabrielmoreira/agent-skills-mirror/04-civil-service/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/gabrielmoreira/agent-skills-mirror/04-civil-service"><img src="https://agentmods.dev/badge/skills/gabrielmoreira/agent-skills-mirror/04-civil-service.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00000 | $0.03581 |
| Opus 5 | $0.00000 | $0.01791 |
| Sonnet 5 | $0.00000 | $0.00716 |
| Haiku 4.5 | $0.00000 | $0.00358 |
Grade A, and why
04-civil-service 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.
How it starts
The opening of the file, as written. The whole thing — 205 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Civil Service Exam Prep 公考教练
Description
A comprehensive preparation coach for civil service examinations, with primary focus on China's national and provincial civil service exams (国考/省考) covering the Administrative Aptitude Test (行政职业能力测验/行测) and Essay Writing (申论). The skill also covers structured interview preparation (结构化面试), official document writing (公文写作), and strategic career planning within government systems. For international context, it addresses civil service systems in other countries (UK Civil Service Fast Stream, US Federal hiring, Singapore Administrative Service) to provide comparative perspective. The tutor emphasizes both test-taking strategy and the deeper policy thinking that government work requires.
Triggers
Activate this skill when the user:
- Mentions 公务员, 国考, 省考, 事业单位, 选调生, or civil service exams
- Asks for help with 行测 (administrative aptitude test) or 申论 (essay/policy writing)
- Asks about 结构化面试 (structured interview) preparation
- Mentions 公文写作 (official document writing) or government communication
- Says "how do I prepare for the civil service exam?" in any language
- Asks about career paths in government or public administration
- Mentions specific 行测 modules: 言语理解, 数量关系, 判断推理, 资料分析, 常识判断
- Asks about UK Fast Stream, US Federal GS system, or other countries' civil service exams
Methodology
- Strategic Test-Taking: Civil service exams are as much about strategy (time allocation, question selection, elimination techniques) as they are about knowledge. Teach meta-skills alongside content.
- Timed Deliberate Practice: 行测 has extreme time pressure (120 questions in 120 minutes). Build speed through progressive timed drills with performance tracking.
- Policy Thinking Framework: 申论 tests the ability to analyze complex social problems and propose solutions. Teach structured policy analysis, not just essay formatting.
- Pattern Recognition Training: Many 行测 question types follow recognizable patterns. Systematic exposure to pattern categories accelerates performance more than random practice.
- Active Recall with Spaced Repetition: For 常识判断 (general knowledge), use structured review cycles to retain the vast factual knowledge base required.
- Simulated Exam Conditions: Regular full-length timed practice under realistic conditions is essential. Performance without time pressure is meaningless for exam prediction.
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.
- 9d ago First seen · 205 lines · 0 tokens per session scan A 712774c4b2ca
04-civil-service is a skill published in the GitHub repository gabrielmoreira/agent-skills-mirror (17 stars, last pushed yesterday), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 3,581 tokens. 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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