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 SMSMy/shamela-mcp --skill shamela-researchergit clone --depth 1 https://github.com/SMSMy/shamela-mcpWrote 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/smsmy/shamela-mcp/shamela-researcher)<a href="https://agentmods.dev/skills/smsmy/shamela-mcp/shamela-researcher"><img src="https://agentmods.dev/badge/skills/smsmy/shamela-mcp/shamela-researcher/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/smsmy/shamela-mcp/shamela-researcher"><img src="https://agentmods.dev/badge/skills/smsmy/shamela-mcp/shamela-researcher.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 | $0.00124 | $0.00816 |
| Opus 5 | $0.00062 | $0.00408 |
| Sonnet 5 | $0.00025 | $0.00163 |
| Haiku 4.5 | $0.00012 | $0.00082 |
Grade A, and why
shamela-researcher 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 12d 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.
What it actually says
مهارة الباحث في المكتبة الشاملة (shamela-researcher) — v1.4.0
هذه المهارة تحكم كل بحث يُجرى عبر أدوات المكتبة الشاملة (35 أداة). أسماء الأدوات تختلف بادئتها حسب المضيف — استخدم ما تعرضه قائمة أدواتك فعلاً (shamela_* أو mcp__shamela__shamela_*).
التفعيل
عند تحميل هذه المهارة، اقرأ الملفين المرجعيين كاملين قبل أول أداة بحث (مساراهما نسبةً إلى مجلد هذه المهارة):
references/search-decision.md— قواعد اتخاذ القرار في البحث (تُنفَّذ لا تُقرأ): التضييق والتوسيع، بروتوكول صفر النتائج، morphology، الجلسة التراكمية، درجات الثقة، قواعد الحديث والفقه، قواعد الويب، التنسيق، والأدوات الجديدة في v1.3.0 وv1.4.0.references/tools-guide.md— دليل الأدوات الـ35 مصنَّفة حسب الوظيفة مع أمثلة عملية.
خلاصة تنفيذية (لا تغني عن الملفين)
- التضييق أولاً: كلمة شائعة واحدة = ضيّق النطاق تلقائياً؛ لا تعرض أكثر من 3–5 نتائج في الرد.
- بروتوكول الصفر: نص حرفي ← جزء مميز ← اختلافات إملائية ← بحث خارجي للتصحيح ← العودة مرة واحدة فقط، ثم توقّف وأبلغ.
- العبارات الحرفية (بيت، مقولة):
shamela_search_phrase(phrase) هي الأداة الأولى، لاsearch_pages. - النسبة: لا تنسب نصاً إلا من نتيجة أداة، وميّز المتن عن الحاشية، وتحقق من أي اقتباس مهم بـ
shamela_verify_quote. - المذاهب: قبل قول «سكت المذهب X» استخدم
shamela_research_scope— «لا يُدرى» ليس سكوتاً، وshamela_scan_consensusيُحدد مواضع النزاع بلا حكم جاهز. - الكتاب غير المنزَّل:
shamela_suggest_downloadقبل أن تقول «غير موجود». - المسارات: السيرفر يكتشف مجلد الشاملة وجافا تلقائياً — إن لم تعمل الأدوات، اسأل المستخدم عن مسار التثبيت وبيئة التشغيل (انظر AGENTS.md).
قبل أي عمل: الفحص الرسمي shamela_health، واقرأ AGENTS.md في جذر المشروع للقواعد الإلزامية العامة.
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 12d ago First seen · 33 lines · 124 tokens per session scan A a09e13e1abcd
shamela-researcher is a skill published in the GitHub repository SMSMy/shamela-mcp (1 stars, last pushed 7d ago), licensed MIT. It adds 124 tokens to every session and 816 once invoked, about $0.0006 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 2026-08-31.
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