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 GktuOktay/ai-skills --skill socratic-clarification-gategit clone --depth 1 https://github.com/GktuOktay/ai-skillsWrote 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/gktuoktay/ai-skills/socratic-clarification-gate)<a href="https://agentmods.dev/skills/gktuoktay/ai-skills/socratic-clarification-gate"><img src="https://agentmods.dev/badge/skills/gktuoktay/ai-skills/socratic-clarification-gate/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/gktuoktay/ai-skills/socratic-clarification-gate"><img src="https://agentmods.dev/badge/skills/gktuoktay/ai-skills/socratic-clarification-gate.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 | $0.00067 | $0.00554 |
| Opus 5.5 | $0.00027 | $0.00222 |
| Sonnet 5.5 | $0.00013 | $0.00111 |
| Haiku 4.5 | $0.00007 | $0.00055 |
Grade A, and why
socratic-clarification-gate 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 1mo 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
Socratic Clarification Gate & Requirement Inspector
Bu skill, kullanıcının talebi muğlak, eksik veya varsayımlara dayalı olduğunda yapay zekanın kendi kendine tahmin yürüterek yanlış kod yazmasını engeller. Doğrudan koda atlamak yerine Sokratik sorgulama yöntemiyle eksik gereksinimleri netleştirir.
🎯 Ne Zaman Tetiklenir?
- Kullanıcı talebinde mimari mimari detaylar (örn. "Veritabanına bağla", "Yetkilendirme ekle") muğlak kaldığında.
- Talepte 2 veya daha fazla kilit soru (Hangi veritabanı? Hangi ORM? Hangi auth sağlayıcı?) belirsiz olduğunda.
- Kullanıcı "Bunu hemen yap" dediğinde ama teknik bağlam eksik olduğunda.
🛑 Kurallar ve Kapı Koşulları (Gate Rules)
- Varsayımla Kod Yazma Yasağı: Kullanıcı "Auth ekle" dediğinde sormadan Firebase, JWT veya NextAuth varsayarak 200 satır kod yazma.
- Maksimum 3 Odaklı Soru: Kullanıcıyı bıkktırmamak için tek seferde en fazla 2-3 yüksek kaldıraçlı Sokratik soru sor.
- Seçenek Sunma: Soruları sorarken en mantıklı 2-3 mimari seçeneği kısa gerekçeleriyle sun.
📐 Yanıt Formatı Örneği
✋ Netleştirme Kapısı (Clarification Gate)
İstenen yetkilendirme akışını en doğru mimariyle kurabilmem için 2 kilit noktayı netleştirmemiz gerekiyor:
- Auth Stratejisi: JWT tabanlı (Stateless) mı yoksa Session/Database tabanlı mı tercih edersiniz?
- Kullanıcı Rolleri: Rol tabanlı erişim (RBAC) olacak mı (Admin, User vb.)?
Seçiminize göre mimariyi hemen kurgulayabilirim.
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.
- 1mo ago First seen · 38 lines · 67 tokens per session scan A 64d3fc7f35a6
socratic-clarification-gate is a skill published in the GitHub repository GktuOktay/ai-skills (2 stars, last pushed 1mo ago), licensed MIT. It adds 67 tokens to every session and 554 once invoked, about $0.0003 per session on Opus 5.5. 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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