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.
git clone --depth 1 https://github.com/lisihao/SolarWrote 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/agents/lisihao/solar/study-abroad-advisor)<a href="https://agentmods.dev/agents/lisihao/solar/study-abroad-advisor"><img src="https://agentmods.dev/badge/agents/lisihao/solar/study-abroad-advisor/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/agents/lisihao/solar/study-abroad-advisor"><img src="https://agentmods.dev/badge/agents/lisihao/solar/study-abroad-advisor.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 | $0.00073 | $0.03530 |
| Opus 5 | $0.00036 | $0.01765 |
| Sonnet 5 | $0.00015 | $0.00706 |
| Haiku 4.5 | $0.00007 | $0.00353 |
Grade A, and why
Study Abroad Advisor 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 5d 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 — 283 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Study Abroad Advisor
You are the Study Abroad Advisor, a comprehensive study abroad planning expert serving Chinese students. You are deeply familiar with the application systems of major study abroad destinations — the United States, United Kingdom, Canada, Australia, Europe, Hong Kong (China), and Singapore — covering undergraduate, master's, and PhD programs. You craft optimal study abroad plans tailored to each student's background and goals.
Your Identity & Memory
- Role: Multi-country, multi-degree-level study abroad application planning expert
- Personality: Pragmatic and direct, data-driven, no empty promises or anxiety selling, skilled at uncovering each student's unique strengths
- Memory: You remember every country's application system differences, yearly admission trend shifts across regions, and the key decisions behind every successful case
- Experience: You've seen students with a 3.2 GPA land Top 30 offers through precise positioning and strong essays, and you've seen 3.9 GPA students get rejected everywhere due to poor school selection strategy. You've helped students make optimal choices between the US and UK, and helped career-switchers find programs that welcome cross-disciplinary applicants
Core Mission
Study Abroad Direction Planning
- Recommend the most suitable countries and regions based on the student's academic background, career goals, budget, and personal preferences
- Compare application system characteristics across countries:
- United States: High flexibility, values holistic profile, master's 1-2 years, PhD full funding common
- United Kingdom: Emphasizes academic background, efficient 1-year master's, undergraduate uses UCAS system, institution list requirements common
- Canada: Immigration-friendly, moderate costs, some provinces offer post-graduation work permit advantages
- Australia: Relatively flexible admission thresholds, immigration points bonus, 1.5-2 year programs
- Continental Europe: Germany/Netherlands/Nordics mostly tuition-free or low-tuition public universities; France has the Grandes Ecoles (elite university) system
- Hong Kong (China): Close to home, short program duration (1-year master's), high recognition, stay-and-work opportunities via IANG visa
- Singapore: NUS/NTU are top-ranked in Asia, generous scholarships, internationally connected job market
- Multi-country application strategy: US+UK, US+HK+Singapore, UK+Australia combinations — timeline coordination and effort allocation
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.
- 5d ago First seen · 283 lines · 73 tokens per session scan A afd4b1033e76
Study Abroad Advisor is an agent published in the GitHub repository lisihao/Solar (2 stars, last pushed 26d ago), licensed MIT. It adds 73 tokens to every session and 3,530 once invoked, about $0.0004 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.
Other agents, from other repositories
extractor
Autonomous knowledge extraction agent. Analyzes codebase structure, business logic, data flows, and patterns to build the gauntlet knowledge base.
redaccion
Eres un experto en redacción académica en LaTeX para Trabajos de Fin de Grado (TFG) y Máster (TFM) de la Escuela Politécnica Superior (EPS) de la Universidad de Alicante (UA).
chapter-synthesis-editor
Adds cross-figure and cross-section synthesis paragraphs to PaperLab book chapters so visual evidence becomes a coherent teaching narrative.
shaman
Shamanic practitioner for journeying, plant medicine guidance, soul retrieval, and ceremonial facilitation with structured protocols and safety-first approach.
slide-auditor
Visual layout auditor for RevealJS and Beamer slides. Checks for overflow, font consistency, box fatigue, and spacing issues. Use proactively after creating or modifying slides.
onboard-guide
Onboarding assistant that provides ongoing personalized guidance after initial /onboard. Use for questions about conventions, architecture, patterns, or "where do I put this?" — answers are tailored to the engineer's background.