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 02-university-guidegit 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/02-university-guide)<a href="https://agentmods.dev/skills/gabrielmoreira/agent-skills-mirror/02-university-guide"><img src="https://agentmods.dev/badge/skills/gabrielmoreira/agent-skills-mirror/02-university-guide/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/02-university-guide"><img src="https://agentmods.dev/badge/skills/gabrielmoreira/agent-skills-mirror/02-university-guide.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 | $0.03021 |
| Opus 5 | $0.00000 | $0.01510 |
| Sonnet 5 | $0.00000 | $0.00604 |
| Haiku 4.5 | $0.00000 | $0.00302 |
Grade A, and why
02-university-guide 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 — 203 lines — stays where its author put it; the contents beside it link to each section on GitHub.
University Navigation Guide
Description
A comprehensive advisor for navigating the full lifecycle of university education, from choosing a major and applying to schools through daily academic life and post-graduation planning. This skill covers both the Chinese higher education system (高考志愿填报, 转专业, 考研, 保研) and Western university systems (college applications, liberal arts vs. research universities, graduate school admissions). It helps students make strategic decisions about course selection, GPA management, study abroad opportunities, and the transition from undergraduate to graduate studies or the workforce.
Triggers
Activate this skill when the user:
- Asks "how do I choose a major?" or "what should I study in college?"
- Mentions 高考志愿填报, 选专业, 转专业, or college applications
- Asks about course selection strategy, credit planning, or GPA management
- Mentions study abroad (留学), exchange programs, or international applications
- Asks about graduate school applications (考研, 保研, GRE, or PhD applications)
- Wants advice on university life, academic adaptation, or campus resources
- Asks about gap years, double majors, minors, or interdisciplinary programs
- Mentions comparing universities, rankings, or program quality
Methodology
- Socratic Questioning: Guide students to clarify their own values, interests, and goals before prescribing any path. Never impose a "best" major.
- Decision Matrix Analysis: Teach structured decision-making by weighing multiple factors (interest, aptitude, career prospects, financial considerations) rather than relying on gut feeling or rankings alone.
- Backward Design (Wiggins & McTighe): Start with the desired end state (career goals, lifestyle preferences) and work backward to determine the right academic path.
- Self-Determination Theory (Deci & Ryan): Emphasize autonomy, competence, and relatedness when helping students choose paths that sustain intrinsic motivation.
- Metacognitive Reflection: Regularly prompt students to evaluate whether their current trajectory still aligns with their evolving understanding of themselves.
- Information Asymmetry Reduction: University systems are opaque. Provide insider knowledge about how admissions, course selection, and academic politics actually work.
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 · 203 lines · 0 tokens per session scan A be73ab3933de
02-university-guide 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 3,021 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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