📦

karpathy-guidelines

Name: karpathy-guidelines
Author: multica-ai

مراجعة المحتوى r1 آمن ⚙️ الأوامر الخارجية🌐 الوصول إلى الشبكة

Write Clearer Code with Focused Guidelines

AI coding work can become overcomplicated, unfocused, or difficult to verify. This skill promotes explicit assumptions, minimal changes, and measurable success criteria.

يدعم: Claude Codex Code(CC)

🥉 78 برونزي

التثبيت باستخدام Agent لدي

انسخ هذا الطلب إلى Agent لديك. يتضمن صفحة Skill المعتمدة وملف manifest.

طلب الوكيل

Review the Skillstore skill "karpathy-guidelines" from https://skillstore.io/skills/multica-ai-karpathy-guidelines.md and its manifest at https://skillstore.io/api/skills/multica-ai-karpathy-guidelines/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

يجب أن يواصل Agent عرض خطته وطلب أي تأكيد تفرضه سياسة الأمان.

موارد مهيّأة لـ Agents

استخدم هذه الروابط عندما يحتاج AI Agent أو crawler أو script إلى سياق نظيف بدلًا من قراءة الصفحة كاملة.

تفاصيل Markdown GET /skills/multica-ai-karpathy-guidelines.md manifest موقَّع GET /api/skills/multica-ai-karpathy-guidelines/manifest lockfile موقَّع GET /api/skills/multica-ai-karpathy-guidelines/lockfile

اختبرها

جارٍ استخدام "karpathy-guidelines". Add email validation to the existing registration flow.

النتيجة المتوقعة:

Assumption: validation should follow the existing form error pattern.
Scope: update the email validation path and its focused tests only.
Success: valid addresses pass, invalid addresses show the expected error, and existing tests remain green.

جارٍ استخدام "karpathy-guidelines". Refactor the notification service.

النتيجة المتوقعة:

Clarification needed: specify the behavior or maintenance problem the refactor must address.
Preserve current notification behavior and capture it with tests before editing.
Avoid new abstractions unless they remove duplication required by the stated goal.

جارٍ استخدام "karpathy-guidelines". Fix the duplicate invoice bug.

النتيجة المتوقعة:

First reproduce duplicate creation with a focused failing test.
Trace the smallest execution path that can create the second invoice.
The fix is complete when the reproduction passes and related invoice tests remain green.

التدقيق الأمني

آمن

v1 • ٢٦‏/٨‏/٢٠٢٦ فتح التقرير المرتبط بالإصدار

All four static findings are false positives caused by documentation text, a Markdown code fence, and an attribution link. No executable commands, network requests, system reconnaissance, or prompt injection attempts were found.

الملفات التي تم فحصها

الأسطر التي تم تحليلها

عناصر المراجعة

تم تجاهل الإيجابيات الكاذبة

عوامل الخطر

⚙️ الأوامر الخارجية (1)

SKILL.md:61-65

🌐 الوصول إلى الشبكة (1)

SKILL.md:9

لم يكتشف أحدث تدقيق ثابت ودلالي مكتمل أي نتائج أمنية مؤكدة. ولا يثبت ذلك أن المهارة خالية من الآثار الجانبية.

دقّقه: codex

شارك واستشهد بهذا التقرير

شارك تقرير التقييم المرتبط بالإصدار والشارة المحايدة وبطاقة التضمين والاستشهادات. تعرض Skillstore الأدلة من دون أن تقرر ما إذا كانت هذه المهارة آمنة.

فتح التقرير المرتبط بالإصدار

نسخ رابط التقرير

https://skillstore.io/skills/multica-ai-karpathy-guidelines/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

شارة Markdown

[![Skillstore security assessment](https://skillstore.io/badges/skills/multica-ai-karpathy-guidelines/security.svg)](https://skillstore.io/skills/multica-ai-karpathy-guidelines?utm_source=security_passport_badge)

شارة HTML

<a href="https://skillstore.io/skills/multica-ai-karpathy-guidelines?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/multica-ai-karpathy-guidelines/security.svg" alt="Skillstore security assessment" loading="lazy"></a>

بطاقة قابلة للتضمين

<iframe src="https://skillstore.io/embed/skills/multica-ai-karpathy-guidelines.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>

الاستشهادات الأكاديمية (APA · BibTeX · CFF)

اقتباس APA

multica-ai. (2026). karpathy-guidelines security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/multica-ai-karpathy-guidelines/audits/1

اقتباس BibTeX

@techreport{multica-ai-multica-ai-karpathy-guidelines-2026,
  author = {multica-ai},
  title = {karpathy-guidelines security audit report (audit version 1)},
  institution = {Skillstore},
  year = {2026},
  number = {1},
  url = {https://skillstore.io/skills/multica-ai-karpathy-guidelines/audits/1},
  note = {Author version unspecified}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "karpathy-guidelines security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
  - name: "multica-ai"
date-released: "2026-08-26"
url: "https://skillstore.io/skills/multica-ai-karpathy-guidelines/audits/1"
identifiers:
  - type: other
    value: "skillstore:multica-ai-karpathy-guidelines:audit:1"
    description: "Skillstore immutable audit report identifier"

تقييم Skillstore

سبب هذا التقييم موثوقية الأدلة: متوسط

الهندسة المعمارية

قابلية الصيانة

المحتوى

المجتمع

الامتثال للمواصفات

ما الذي يمكنك بناؤه

Plan a Focused Implementation

Define assumptions, scope, and verification before changing an existing feature.

Review an AI-Generated Patch

Check whether each change supports the request and avoids unnecessary refactoring.

Clarify a Complex Coding Request

Convert an ambiguous request into explicit decisions and measurable outcomes.

جرّب هذه الموجّهات

Clarify a Coding Task

Apply the Karpathy Guidelines to this task: {task}. State assumptions, identify ambiguity, and define a simple success criterion before proposing changes.

Create a Minimal Plan

Plan the implementation for {task} in {project_context}. Keep the scope narrow and pair every step with a concrete verification check.

Review Patch Scope

Review this patch description: {patch}. Identify unrelated changes, hidden assumptions, unnecessary abstractions, and missing verification. Recommend only changes required by {request}.

Design a Verified Refactor

For the refactor of {component}, define preserved behavior, pre-change checks, minimal edits, and post-change checks. Surface tradeoffs and reject speculative improvements.

أفضل الممارسات

Provide the request, relevant project context, and existing constraints.
Ask for assumptions and verification criteria before implementation begins.
Compare the final changes against the original request line by line.

تجنب

Do not use the guidelines to avoid reasonable progress on well-defined tasks.
Do not request broad cleanup while claiming the change is narrowly scoped.
Do not treat guideline compliance as a substitute for tests or expert review.

الأسئلة المتكررة

What does this skill change?

It changes the assistant's coding approach by emphasizing assumptions, simplicity, focused edits, and verification.

Does the skill edit code automatically?

No. It provides behavioral guidance that an AI coding assistant applies while completing your request.

Can I use it for code review?

Yes. It helps identify unrelated edits, unnecessary abstractions, hidden assumptions, and weak success criteria.

Is it suitable for large projects?

Yes, when you provide enough context and divide the work into focused, verifiable steps.

Will it prevent every coding mistake?

No. You still need project tests, security checks, domain expertise, and human review.

Why can the approach feel slower?

It asks for clarity and verification before implementation. For trivial tasks, apply the guidance with reasonable judgment.

تفاصيل المطور

المؤلف

multica-ai

الترخيص

MIT

مراجعة Skillstore

تنبيه الإصدار

لم يعلن المؤلف عن إصدار.

المستودع

https://github.com/multica-ai/andrej-karpathy-skills/tree/2c606141936f1eeef17fa3043a72095b4765b9c2/skills/karpathy-guidelines

مرجع

f1dbc1c1b6e8b1818b478bdfb1edcbf468d75bc0

حداثة الصيانة

٢٦‏/٨‏/٢٠٢٦

الاستخدام

0 تنزيلات · 0 مشاهدات

بنية الملفات

📄 SKILL.md