{"id":489973,"date":"2026-08-06T07:50:37","date_gmt":"2026-08-06T07:50:37","guid":{"rendered":"https:\/\/savepearlharbor.com\/?p=489973"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=489973","title":{"rendered":"\u041d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c Claude (\u041a\u043b\u0430\u0443\u0434\u0435): 50+ \u0433\u043e\u0442\u043e\u0432\u044b\u0445 \u043f\u0440\u043e\u043c\u043f\u0442\u043e\u0432 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b, \u0443\u0447\u0435\u0431\u044b \u0438 \u0436\u0438\u0437\u043d\u0438"},"content":{"rendered":"
\n

Claude \u043e\u0431\u0443\u0447\u0435\u043d \u043d\u0430 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u043e\u043c\u043f\u0442\u0430\u0445 \u0441 XML-\u0442\u0435\u0433\u0430\u043c\u0438 \u2014 \u044d\u0442\u043e \u043d\u0430\u0442\u0438\u0432\u043d\u0430\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u043c\u043e\u0434\u0435\u043b\u0438. \u041f\u043e \u0434\u0430\u043d\u043d\u044b\u043c \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0439 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Anthropic, XML-\u0442\u0435\u0433\u0438 \u043e\u0441\u0442\u0430\u044e\u0442\u0441\u044f \u00ab\u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u043c \u0441 \u043d\u0430\u0438\u0431\u043e\u043b\u044c\u0448\u0435\u0439 \u0437\u043d\u0430\u0447\u0438\u043c\u043e\u0441\u0442\u044c\u044e\u00bb \u0434\u043b\u044f \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u0443\u0441\u0442\u0440\u0430\u043d\u044f\u044e\u0442 \u0434\u0432\u0443\u0441\u043c\u044b\u0441\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0442\u0435\u043c, \u0433\u0434\u0435 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0438 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442\u0441\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u0432 2026 \u0433\u043e\u0434\u0443 \u0434\u043b\u044f \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u0432\u043e\u043f\u0440\u043e\u0441\u043e\u0432 \u0442\u044f\u0436\u0435\u043b\u044b\u0435 \u0440\u043e\u043b\u0435\u0432\u044b\u0435 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u0443\u0436\u0435 \u043d\u0435 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u044b \u2014 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 Claude 4.x \u043e\u0434\u0438\u043d\u0430\u043a\u043e\u0432\u043e \u0445\u043e\u0440\u043e\u0448\u043e \u0440\u0435\u0430\u0433\u0438\u0440\u0443\u044e\u0442 \u043d\u0430 \u043f\u0440\u043e\u0441\u0442\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438, \u0430 XML-\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u0430, \u043a\u043e\u0433\u0434\u0430 \u043f\u0440\u043e\u043c\u043f\u0442 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u0435\u043a\u0446\u0438\u0439 \u0438\u043b\u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043a\u043e\u043d\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u043d\u043e\u0433\u043e \u0444\u043e\u0440\u043c\u0430\u0442\u0430 \u0432\u044b\u0432\u043e\u0434\u0430.<\/p>\n

\u041d\u0438\u0436\u0435 \u2014 \u043a\u043e\u0440\u043e\u0442\u043a\u043e \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u043f\u0440\u043e\u043c\u043f\u0442\u0438\u043d\u0433 \u0434\u043b\u044f Claude \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u044b\u043c, \u0438 \u0431\u043e\u043b\u044c\u0448\u0435 55 \u0433\u043e\u0442\u043e\u0432\u044b\u0445 \u043f\u0440\u043e\u043c\u043f\u0442\u043e\u0432 \u043f\u043e \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044f\u043c: \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b, \u043a\u043e\u0434\u0438\u043d\u0433, \u0443\u0447\u0435\u0431\u0430, \u0431\u0438\u0437\u043d\u0435\u0441, \u043b\u0438\u0447\u043d\u0430\u044f \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u0438 \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0435 \u0442\u0435\u0445\u043d\u0438\u043a\u0438 \u0432\u0440\u043e\u0434\u0435 chain-of-thought.<\/p>\n

<\/figure>\n

Claude \u0431\u0435\u0437 VPN<\/h3>\n

\u0415\u0441\u043b\u0438 \u043d\u0443\u0436\u0435\u043d \u0434\u043e\u0441\u0442\u0443\u043f \u043a Claude \u0431\u0435\u0437 VPN \u0438 \u043e\u043f\u043b\u0430\u0442\u044b \u0432 \u0432\u0430\u043b\u044e\u0442\u0435 \u2014 \u043f\u0440\u043e\u0449\u0435 \u0432\u0441\u0435\u0433\u043e \u0447\u0435\u0440\u0435\u0437 <\/a>SpeShu.AI<\/a>: \u0441\u0432\u043e\u044f \u0442\u043e\u0447\u043a\u0430 \u0434\u043e\u0441\u0442\u0443\u043f\u0430, \u043e\u043f\u043b\u0430\u0442\u0430 \u0432 \u0440\u0443\u0431\u043b\u044f\u0445, \u0431\u0435\u0437 \u0438\u043d\u043e\u0441\u0442\u0440\u0430\u043d\u043d\u043e\u0439 \u043a\u0430\u0440\u0442\u044b. \u0423 SpeShu.AI<\/a> \u0435\u0441\u0442\u044c \u0430\u043d\u0430\u043b\u043e\u0433\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438: SpeShu Claude, SpeShu Gemini, SpeShu ChatGPT. \u041e\u043d\u0438 \u043d\u0435 \u0443\u0441\u0442\u0443\u043f\u0430\u044e\u0442 \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u043c \u043c\u043e\u0434\u0435\u043b\u044f\u043c \u0438 \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0431\u0435\u0437 VPN, \u043e\u043f\u043b\u0430\u0447\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u043a\u0430\u0440\u0442\u043e\u0439 \u0431\u0430\u043d\u043a\u043e\u0432 \u0420\u0424 \u0438 \u0441\u0442\u043e\u044f\u0442 \u0434\u0435\u0448\u0435\u0432\u043b\u0435.<\/p>\n

<\/figure>\n

\u0427\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u043f\u0440\u043e\u043c\u043f\u0442\u0438\u043d\u0433 \u0434\u043b\u044f Claude \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u044b\u043c<\/h3>\n

Claude \u0431\u0443\u043a\u0432\u0430\u043b\u044c\u043d\u043e \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u0442\u043e, \u0447\u0442\u043e \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043e \u0432 \u043f\u0440\u043e\u043c\u043f\u0442\u0435 \u2014 \u044d\u0442\u043e \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u043f\u043b\u044e\u0441 \u0438 \u043c\u0438\u043d\u0443\u0441: \u0440\u0430\u0441\u043f\u043b\u044b\u0432\u0447\u0430\u0442\u044b\u0439 \u0437\u0430\u043f\u0440\u043e\u0441 \u0434\u0430\u0435\u0442 \u0441\u0440\u0435\u0434\u043d\u0438\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442, \u0430 \u0442\u043e\u0447\u043d\u044b\u0439 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043b\u0443\u0447\u0448\u0435, \u0447\u0435\u043c \u0443 \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u0432. \u041c\u043e\u0434\u0435\u043b\u044c \u0443\u0441\u0442\u0440\u043e\u0435\u043d\u0430 \u0442\u0430\u043a, \u0447\u0442\u043e \u0441\u043a\u043e\u0440\u0435\u0435 \u0441\u043a\u0430\u0436\u0435\u0442 \u00ab\u043d\u0435 \u0437\u043d\u0430\u044e\u00bb, \u0447\u0435\u043c \u043f\u0440\u0438\u0434\u0443\u043c\u0430\u0435\u0442 \u043e\u0442\u0432\u0435\u0442, \u2014 \u044d\u0442\u043e \u0432\u0430\u0436\u043d\u043e \u0434\u043b\u044f \u0437\u0430\u0434\u0430\u0447, \u0433\u0434\u0435 \u0432\u0430\u0436\u043d\u0430 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c, \u0438 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u0432\u0438\u0434\u0430 \u00ab\u0435\u0441\u043b\u0438 \u043d\u0435 \u0443\u0432\u0435\u0440\u0435\u043d \u2014 \u0441\u043a\u0430\u0436\u0438 \u044f\u0432\u043d\u043e\u00bb \u0437\u0434\u0435\u0441\u044c \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442.<\/p>\n

Claude Opus 4.6 \u0434\u0435\u0440\u0436\u0438\u0442 76% \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0434\u0430\u0436\u0435 \u043d\u0430 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0435 \u0432 \u043c\u0438\u043b\u043b\u0438\u043e\u043d \u0442\u043e\u043a\u0435\u043d\u043e\u0432 (\u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a MRCR v2) \u2014 \u0437\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c \u0432\u0435\u0441\u044c \u0434\u043e\u0433\u043e\u0432\u043e\u0440, \u0432\u0435\u0441\u044c \u043a\u043e\u0434 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0438\u043b\u0438 \u0432\u0441\u044e \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u043a\u0443 \u0438 \u0437\u0430\u0434\u0430\u0432\u0430\u0442\u044c \u043f\u043e \u043d\u0438\u043c \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0432\u043f\u043e\u043b\u043d\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0439 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0439. \u041c\u043e\u0434\u0435\u043b\u044c \u0442\u0430\u043a\u0436\u0435 \u043d\u0435 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442 \u043e\u0442\u0432\u0435\u0442\u044b \u0441 \u043a\u043b\u0438\u0448\u0435 \u0442\u0438\u043f\u0430 \u00ab\u0412 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u043c \u043c\u0438\u0440\u0435…\u00bb \u0438 \u043d\u0435 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u0435\u0442 \u0448\u0442\u0430\u043c\u043f\u043e\u0432\u0430\u043d\u043d\u044b\u043c\u0438 \u0432\u044b\u0432\u043e\u0434\u0430\u043c\u0438.\u00a0<\/p>\n

\u0410 \u0435\u0441\u043b\u0438 \u0432\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 \u041a\u043b\u043e\u0434 \u0441 \u0444\u0443\u043d\u043a\u0446\u0438\u0435\u0439 Projects, \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438 \u0438\u0437 Project Knowledge \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u044e\u0442\u0441\u044f \u043a\u043e \u0432\u0441\u0435\u043c \u0447\u0430\u0442\u0430\u043c \u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438<\/strong> \u2014 \u043e\u0434\u0438\u043d \u0440\u0430\u0437 \u043e\u043f\u0438\u0441\u0430\u043b\u0438 \u0441\u0442\u0438\u043b\u044c, \u0440\u043e\u043b\u044c, \u0438 \u043d\u0435 \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u0432\u0442\u043e\u0440\u044f\u0442\u044c \u044d\u0442\u043e \u0432 \u043a\u0430\u0436\u0434\u043e\u043c \u0437\u0430\u043f\u0440\u043e\u0441\u0435.<\/p>\n

<\/figure>\n

55 \u043f\u0440\u043e\u043c\u043f\u0442\u043e\u0432 \u0434\u043b\u044f Claude \u043f\u043e \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044f\u043c<\/h3>\n

\u0414\u043b\u044f \u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0445 \u0437\u0430\u0434\u0430\u0447 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u043e\u0431\u044b\u0447\u043d\u043e\u0433\u043e \u0442\u0435\u043a\u0441\u0442\u0430, \u0430 \u0434\u043b\u044f \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u043c\u043d\u043e\u0433\u043e\u0447\u0430\u0441\u0442\u043d\u044b\u0445 \u043b\u0443\u0447\u0448\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 XML-\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430: \u0440\u043e\u043b\u044c, \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442, \u0437\u0430\u0434\u0430\u0447\u0430, \u0444\u043e\u0440\u043c\u0430\u0442, \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f. \u0412\u0441\u0435 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u043d\u0438\u0436\u0435 \u2014 \u043d\u0430 \u0430\u043d\u0433\u043b\u0438\u0439\u0441\u043a\u043e\u043c \u044f\u0437\u044b\u043a\u0435, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 Claude \u043b\u0443\u0447\u0448\u0435 \u0432\u0441\u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0438\u043c\u0435\u043d\u043d\u043e \u0441 \u0442\u0430\u043a\u043e\u0439 \u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u043a\u043e\u0439.<\/p>\n

\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0442\u0435\u043a\u0441\u0442\u043e\u043c \u0438 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438<\/h4>\n

1. \u041f\u0440\u0430\u0432\u043e\u0432\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u043e\u0433\u043e\u0432\u043e\u0440\u0430<\/strong><\/p>\n

Role: Experienced legal analyst<\/p>\n

Task: Analyze the attached contract<\/p>\n

Instructions: Find:<\/p>\n

1. Obligations I as the client will not be able to fulfill<\/p>\n

2. Penalty clauses with specific amounts or percentages<\/p>\n

3. Clauses without clear deadlines or specific figures<\/p>\n

4. What is missing compared to a standard contract of this type<\/p>\n

Format: Table: Section | Risk | Recommended action.<\/p>\n

Specifics only \u2014 no general conclusions.<\/p>\n

2. \u0420\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435\u043c \u0430\u0432\u0442\u043e\u0440\u0441\u043a\u043e\u0433\u043e \u0441\u0442\u0438\u043b\u044f<\/strong><\/p>\n

Edit my text: [insert]<\/p>\n

Rules:<\/p>\n

— preserve my style and tone, do not neutralize it<\/p>\n

— remove repetition and filler words<\/p>\n

— do not add anything new<\/p>\n

— do not change the structure, only the language<\/p>\n

Show: original paragraph -> edited version -> what you changed and why.<\/p>\n

3. \u0420\u0435\u0437\u044e\u043c\u0435<\/strong><\/p>\n

Task: Read the document and write a summary for a busy executive<\/p>\n

Constraints: — maximum one page<\/p>\n

— start with the main conclusion, not the context<\/p>\n

— facts with numbers only, no «general remarks»<\/p>\n

— end with what requires a decision from the executive<\/p>\n

4. \u041f\u043e\u0438\u0441\u043a \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0440\u0435\u0447\u0438\u0439 \u0432 \u0442\u0435\u043a\u0441\u0442\u0435<\/strong><\/p>\n

Read the attached document carefully.<\/p>\n

Task: find places where:<\/p>\n

1. The author contradicts themselves in different parts of the text<\/p>\n

2. A claim is not backed by evidence<\/p>\n

3. A conclusion does not follow from the data presented<\/p>\n

For each \u2014 quote both places and explain the contradiction.<\/p>\n

If there are no contradictions, say so honestly.<\/p>\n

5. \u041f\u0438\u0441\u044c\u043c\u043e \u0432 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u043c \u0441\u0442\u0438\u043b\u0435 (\u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432)<\/strong><\/p>\n

I uploaded three samples of my writing to Project Knowledge.<\/p>\n

Study: tone, sentence length, typical phrasing, what I deliberately avoid.<\/p>\n

Write [type of text] on the topic of [X] in exactly the same manner.<\/p>\n

Forbidden words: «unique», «undoubtedly», «it should be noted»,<\/p>\n

«in conclusion», «thus».<\/p>\n

6. \u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0445\u0430\u043e\u0442\u0438\u0447\u043d\u044b\u0445 \u0437\u0430\u043c\u0435\u043d\u0442\u043e\u043a<\/strong><\/p>\n

Here are my raw notes: [insert]<\/p>\n

Organize them:<\/p>\n

1. Group by topic (invent a name for each group)<\/p>\n

2. Within each group, highlight the main point in one sentence<\/p>\n

3. Note what contradicts, what repeats, what is missing<\/p>\n

Format: structured text with headings, not just a list.<\/p>\n

<\/figure>\n

7. \u0422\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0442\u0435\u043a\u0441\u0442 \u0432 \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u0439 \u044f\u0437\u044b\u043a
<\/strong> Rewrite the technical text for a non-technical audience.
Audience: [description]. Their level: [basic\/intermediate].
Instructions: replace jargon with everyday words, explain each complex concept with one everyday analogy, preserve the accuracy of meaning \u2014 do not oversimplify into distortion, if a term cannot be replaced, explain it in parentheses.<\/p>\n

8. \u041f\u043e\u043b\u043d\u043e\u0435 \u0441\u0430\u043c\u043c\u0430\u0440\u0438 \u0432\u0441\u0442\u0440\u0435\u0447\u0438
<\/strong> Here is the meeting transcript: [insert]
Clearly highlight:<\/p>\n

    \n
  1. \n

    Decisions: what was decided, by whom, on which issue<\/p>\n<\/li>\n

  2. \n

    Action items: who, what, by which deadline<\/p>\n<\/li>\n

  3. \n

    Open questions: what remains unanswered<\/p>\n<\/li>\n

  4. \n

    Participants: who spoke, brief position of each
    Format: a structured document that can be sent to all participants.<\/p>\n<\/li>\n<\/ol>\n

    9. \u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438
    <\/strong> Read my argument: [insert]
    Evaluate: how well is the thesis proven by the data provided? What counterarguments did I fail to consider? What in my logic works well \u2014 not only criticism?
    Be honest even if the argument is weak. Suggest how to strengthen the weakest point.<\/p>\n

    10. Email \u0441 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0439 \u0446\u0435\u043b\u044c\u044e
    <\/strong> Write a business email. Recipient: [position\/role]. Situation: [description]. Goal of the email: [what exactly we want to achieve].
    Format: subject line (up to 60 characters), body of maximum 3 paragraphs, a specific next step at the end.
    Avoid cliches, self-praise, passive-aggressive phrasing. Tone: direct and respectful.<\/p>\n

    11. \u0421\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u0432\u0443\u0445 \u0442\u0435\u043a\u0441\u0442\u043e\u0432
    <\/strong> Compare two versions, [text A] and [text B], by criteria: clarity of argumentation, persuasiveness for [audience], accuracy and factual correctness, readability and structure.
    Do not pick a winner \u2014 show where each is stronger. Say what you would take from each for an ideal version.<\/p>\n

    12. \u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0422\u0417
    <\/strong> Draft a project brief. Project: [description]. Contractor: [type of specialist]. Deadlines: [if known].
    Sections: goal, what’s included, what’s not included, requirements for the result, acceptance criteria, deadlines, delivery format.<\/p>\n

    \u041a\u043e\u0434\u0438\u043d\u0433 \u0438 Claude Code<\/h4>\n

    13. \u041d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u043a\u043e\u0434\u0430 \u0441 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435\u043c
    <\/strong> Write [type of function\/module]. You are a senior [language] developer focused on clean code. Task: [description]. Constraints: [what cannot be used, if any].
    Instructions: first write working code, for every non-obvious choice explain why, add error handling, typing and docstrings, suggest a test for 3 key cases.<\/p>\n

    14. \u041a\u043e\u0434-\u0440\u0435\u0432\u044c\u044e
    <\/strong> You are a senior developer focused on [security \/ performance \/ readability]. Review this code: [insert].
    Find security issues, performance bottlenecks, violations of accepted conventions ([specify standard]), and places where the logic is unclear without a comment.
    For each issue: what exactly is wrong, why, and the corrected version. Do not touch what already works correctly.<\/p>\n

    15. \u0420\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433 \u043a\u043e\u0434\u0430
    <\/strong> Refactor this code without changing its external behavior: [insert code].
    Goals: readability, reducing duplication, splitting into smaller functions, better naming.
    Show: before, after, and a list of changes with a brief explanation of each.<\/p>\n

    16. \u041e\u0442\u043b\u0430\u0434\u043a\u0430 \u043e\u0448\u0438\u0431\u043a\u0438
    <\/strong> This code throws an error: [insert code]. Error: [insert error message]. Expected behavior: [what should happen].
    Do not give the answer right away. First, ask a clarifying question if you need more context. Then explain the cause of the error, show the fix, and explain why it works.<\/p>\n

    17. \u041d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0442\u0435\u0441\u0442\u043e\u0432
    <\/strong> Write tests for this code: [insert]. You are a QA engineer experienced in TDD.
    Cover: happy path (normal operation), edge cases (boundary values), error cases (invalid input, exceptions). Framework: [pytest\/jest\/other]. Each test with a comment on what exactly it checks.<\/p>\n

    18. \u041e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435 \u0447\u0443\u0436\u043e\u0433\u043e \u043a\u043e\u0434\u0430
    <\/strong> Explain this code to me as if I’m seeing it for the first time: [insert].
    Tell me: what the code does overall in one sentence, what each key block does in order, what patterns or libraries are used, and whether there’s anything unusual or potentially problematic. If something is unclear, say exactly what.<\/p>\n

    19. \u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f SQL-\u0437\u0430\u043f\u0440\u043e\u0441\u0430
    <\/strong> Optimize this SQL query: [insert]. Database: [PostgreSQL\/MySQL\/other]. Table sizes: [approximately]. Current execution time: [if known].
    Explain what exactly is slow, what you changed and why, and which indexes to add if needed.<\/p>\n

    20. \u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0439 \u0440\u0435\u0432\u044c\u044e
    <\/strong> Conduct an architecture review of the proposed solution. You are a systems architect with 10+ years of experience. Context: [description of the system\/requirements]. Proposed architecture: [description].
    Assess: scalability at 10x load, single points of failure, security, operational complexity. What’s good, what’s problematic, how to fix it.<\/p>\n

    21. \u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0434\u043b\u044f API
    <\/strong> Write documentation for this API endpoint: [insert code].
    Include: description (what it does, why), request parameters (name, type, required?, description), example request in curl, possible responses with codes, and usage notes.
    Format: Markdown, ready to paste into a README.<\/p>\n

    22. \u041a\u043e\u0434-\u0440\u0435\u0432\u044c\u044e \u0441 \u043c\u0435\u0442\u0440\u0438\u043a\u0430\u043c\u0438
    <\/strong> Before answering, rate the code on 5 criteria from 1 to 10 and explain each score.
    Conduct a code review: [insert]. Rate on a scale of 1-10: readability, logic correctness, error handling, testability, performance.
    After the ratings, give concrete recommendations only for aspects scoring below 7.<\/p>\n

    \u0423\u0447\u0435\u0431\u0430 \u0438 \u0441\u0430\u043c\u043e\u0440\u0430\u0437\u0432\u0438\u0442\u0438\u0435<\/h4>\n

    23. \u041e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435 \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u0438
    <\/strong> Explain [concept\/topic]. My level: [absolute beginner \/ familiar with basics \/ technical background in another field]. Why I need this: [application].
    Start with one everyday analogy, explain the principle in your own words, show one concrete example of application, and end with three questions that will check whether I understood. If you’re not sure about something, say so explicitly.<\/p>\n

    24. \u0421\u043e\u043a\u0440\u0430\u0442\u043e\u0432\u0441\u043a\u0438\u0439 \u0434\u0438\u0430\u043b\u043e\u0433
    <\/strong> I’m studying [topic]. I want to go deeper through dialogue.
    Rules: don’t explain right away, ask questions that make me think, one question at a time, point out flaws in my thinking but don’t correct immediately \u2014 let me get there myself, and if I’m stuck give a hint, not the answer.
    Start by asking me one question on [X] to begin with.<\/p>\n

    25. \u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0443\u0447\u0435\u0431\u043d\u043e\u0433\u043e \u043f\u043b\u0430\u043d\u0430
    <\/strong> Create a personal learning plan. Skill\/topic: [X]. Current level: [none\/basic\/intermediate]. Goal: [what I should be able to do at the end]. Time: [deadline] at [X hours per day].
    Break it down by week: what to study, a practical assignment to reinforce it, how to check that it’s been mastered. Separately: resources \u2014 books, courses, practice.<\/p>\n

    26. \u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0442\u0435\u0441\u0442\u043e\u0432 \u0441 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u044f\u043c\u0438
    <\/strong> Based on this material: [insert or attach], create 20 questions \u2014 7 on factual knowledge, 8 on understanding concepts, 5 on applying them in a new situation.
    For each: question, 4 answer options, correct answer, and why it’s correct in 2-3 sentences.<\/p>\n

    27. \u0420\u0430\u0437\u0431\u043e\u0440 \u043c\u043e\u0438\u0445 \u043e\u0448\u0438\u0431\u043e\u043a
    <\/strong> Here is the task: [problem statement]. Here is my solution: [insert].
    Don’t say right away whether it’s correct. First ask «how did you get this result?» After my explanation, point out exactly where the logic broke down. Give a hint, not the answer.<\/p>\n

    28. \u0413\u043b\u0443\u0431\u043e\u043a\u043e\u0435 \u043f\u043e\u0433\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0432 \u0442\u0435\u043c\u0443
    <\/strong> Before answering, build a mental map of the topic’s key concepts and their connections.
    Explain [topic] to me fully, from basic principles to nuances: the essence in three sentences, key concepts with an explanation of each, how they connect to each other, common misconceptions, and what I need to know to go further.<\/p>\n

    29. \u041f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u043a \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044e
    <\/strong> Position: [role\/level]. Company\/industry: [context].
    Ask me 10 questions typical for such an interview. After each of my answers, tell me what’s good, what’s missing or imprecise, and how to answer more strongly. Start with the first question and wait for my answer.<\/p>\n

    30. \u0424\u043b\u044d\u0448-\u043a\u0430\u0440\u0442\u043e\u0447\u043a\u0438 \u0438\u0437 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u0430
    <\/strong> Read the attached material and create 25 flashcards. Question should be specific, not vague; answer no more than 1-2 sentences.
    Cover facts, concepts, cause-and-effect links, and application. Format: question, then answer, separated clearly for each card.<\/p>\n

    31. \u0410\u043d\u0430\u043b\u0438\u0437 \u043f\u0440\u043e\u0431\u0435\u043b\u043e\u0432 \u0432 \u0437\u043d\u0430\u043d\u0438\u044f\u0445
    <\/strong> I believe I understand [topic]. Here’s what I know: [state my understanding].
    Find gaps and misconceptions: what is correct and complete, what is correct but incomplete, what is incorrect or distorted, and what is critically important and completely missing. Rank the gaps by what to fix first.<\/p>\n

    32. \u041f\u043e\u043c\u043e\u0449\u044c \u0441 \u044d\u0441\u0441\u0435
    <\/strong> Help write a strong essay. Topic: [X]. Type: [argumentative \/ analytical \/ descriptive]. Length: [words\/pages]. Audience: [who’s reading].
    Evaluate my thesis: [insert] \u2014 how debatable and provable is it? Suggest an argument structure, name three counterarguments that need to be addressed, and say what types of evidence are needed. Don’t write it for me \u2014 help me think.<\/p>\n

    \u0411\u0438\u0437\u043d\u0435\u0441 \u0438 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u0430\u044f \u0436\u0438\u0437\u043d\u044c<\/h4>\n

    33. \u0421\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438
    <\/strong> Before answering, examine the situation from three perspectives \u2014 short-term, long-term, and alternative.
    Situation: [description of the business problem or decision]. Analyze honestly: what is the real problem, not the symptom? What options exist, at least three? What am I most likely overlooking? What question should I ask myself before acting?<\/p>\n

    34. \u041d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u0438
    <\/strong> We need a specialist: [role]. Responsibilities: [list]. Team and product: [context].
    Write a job posting that attracts strong candidates instead of scaring them off. Avoid: «dynamic company» and similar cliches, a list of 20+ requirements, «communication skills» without explaining why, passive voice and vague phrasing.<\/p>\n

    35. \u041f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u043a \u043f\u0435\u0440\u0435\u0433\u043e\u0432\u043e\u0440\u0430\u043c
    <\/strong> Prepare me for a negotiation. Situation: [description]. Our goal: [what we want]. Their likely position: [assumption]. Our constraints: [what’s off the table].
    Give me three scenarios \u2014 best, realistic, difficult \u2014 top 5 objections with responses, red lines we absolutely cannot agree to, and the first sentence to open the conversation.<\/p>\n

    36. \u0410\u043d\u0430\u043b\u0438\u0437 \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u0432
    <\/strong> My niche: [description]. My competitors: [list with a brief description of each].
    Analyze what is each one’s real difference, not their marketing positioning; each one’s weak points and where this is visible from; and what position none of them occupy. Specifics only.<\/p>\n

    <\/figure>\n

    37. \u041a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u0435
    <\/strong> Write a one-page business proposal. You are a B2B copywriter experienced in [industry]. Product\/service: [description]. Client: [who, what they know, what pain point]. Our unique selling point: [why us].
    Structure: problem, solution, evidence, terms, call to action. Tone: specific, no self-praise.<\/p>\n

    38. \u041e\u0431\u0440\u0430\u0442\u043d\u0430\u044f \u0441\u0432\u044f\u0437\u044c \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u0443
    <\/strong> I need to give developmental feedback to [an employee\/colleague] about [specific situation].
    Help me formulate: a specific observation without judgment, its impact on the team or result, what I’d like to see instead, and a question that opens up dialogue. Tone: honest, but not accusatory.<\/p>\n

    39. \u0421\u043a\u0440\u0438\u043f\u0442 \u0434\u043b\u044f \u0441\u043b\u043e\u0436\u043d\u043e\u0433\u043e \u0440\u0430\u0437\u0433\u043e\u0432\u043e\u0440\u0430
    <\/strong> Help me prepare for a difficult conversation. With whom: [conversation partner]. Topic: [essence]. My concerns: [what I’m afraid of]. My goal: [what I want in the end].
    Write how to open the conversation verbatim, how to respond to likely pushback, what to say if the conversation stalls, and how to close it constructively regardless of the outcome.<\/p>\n

    40. \u0410\u043d\u0430\u043b\u0438\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u0444\u0430\u0439\u043b\u0430
    <\/strong> Attached table: [description of the data].
    Find three most significant patterns with specific numbers, anomalies or outliers and what they might mean, and what these numbers predict for the next period. If there isn’t enough data for a conclusion, say so explicitly and specify what’s needed.<\/p>\n

    41. \u0421\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044f \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430
    <\/strong> Develop a one-month content strategy. Platform: [YouTube\/other]. Niche: [topic]. Audience: [who, what they want, what annoys them]. Goal: [sales\/awareness\/expertise].
    Give me 3-4 content pillars with an explanation of why each, 20 specific topics with format, and how to address the objection «why should I follow this.»<\/p>\n

    42. \u041e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0430
    <\/strong> Product: [description of features]. Buyer: [who, what pain point].
    Write a product listing description: a headline that’s a benefit, not a feature, up to 10 words; three bullet points with specific advantages; a call to action. Forbidden: «unique», «best», «innovative», «premium quality».<\/p>\n

    43. \u0420\u0430\u0437\u0431\u043e\u0440 \u043f\u0440\u043e\u0432\u0430\u043b\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430
    <\/strong> Before answering, examine three levels of causes \u2014 operational, process, and systemic.
    Project [X] did not achieve its goal. Here’s what happened: [description]. Conduct a post-mortem: immediate causes, systemic causes, what was done right honestly, and three specific changes that will prevent a repeat. Don’t look for someone to blame.<\/p>\n

    44. \u0420\u0435\u0437\u044e\u043c\u0435
    <\/strong> Write resume sections. You are a career consultant experienced in [industry]. Position I’m applying for: [X]. My experience: [list of achievements with numbers].
    Give me a LinkedIn headline up to 120 characters focused on value not job title, an About section of 150 words, and current position as 3 bullet points with results, not duties.<\/p>\n

    45. \u041f\u0438\u0441\u044c\u043c\u043e \u0441 \u043f\u0440\u043e\u0441\u044c\u0431\u043e\u0439
    <\/strong> I need to ask [what] from [whom]. Context: [situation, why it matters].
    Help me write a letter that doesn’t sound demanding, makes it easy to say yes, and explains the value for the recipient, not just for me. Show one version and explain the choice of tone.<\/p>\n

    \u041b\u0438\u0447\u043d\u0430\u044f \u0436\u0438\u0437\u043d\u044c \u0438 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c<\/h4>\n

    46. \u041f\u0440\u0438\u043d\u044f\u0442\u0438\u0435 \u0441\u043b\u043e\u0436\u043d\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f
    <\/strong> Before answering, draft a list of 5 questions that will help think more clearly.
    I need to decide: [description of the dilemma]. Don’t give me advice \u2014 help me think: formulate the real question, what information am I missing, what would a smart person I trust ask, and what am I most likely rationalizing rather than analyzing.<\/p>\n

    47. \u0420\u0430\u0437\u0431\u043e\u0440 \u043a\u043e\u043d\u0444\u043b\u0438\u043a\u0442\u0430
    <\/strong> Situation: [describe the conflict without embellishment].
    Help me formulate my position without blame \u2014 «I feel» instead of «you always» \u2014 find what I’m probably doing differently honestly, and write a message that opens dialogue rather than shutting it down.<\/p>\n

    48. \u041f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043d\u0435\u0434\u0435\u043b\u0438
    <\/strong> My goals for this week: [list]. Fixed calendar events: [list with times]. Free time: [how many hours a day]. Energy level: [right now and generally].
    Build a day-by-day plan, prioritize what to do first and why, and leave a 20% buffer for the unexpected.<\/p>\n

    49. \u041f\u043e\u043c\u043e\u0449\u044c \u0441 \u0432\u044b\u0433\u043e\u0440\u0430\u043d\u0438\u0435\u043c
    <\/strong> I’m working on [project\/goal] and feeling burned out. Here’s what’s happening: [describe].
    Be a mentor with empathy and a practical approach: tell me objectively what’s actually going well, one reframe that changes the perspective, and one next small step. Don’t give motivational speeches.<\/p>\n

    <\/figure>\n

    50. \u0424\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u043e\u0435 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435
    <\/strong> My income: [X per month]. Fixed expenses: [list with amounts]. Goal: [save X \/ build an emergency fund \/ pay off debt].
    Analyze how much realistically is left for the goal each month, where I’m probably overspending, whether the goal is realistic, and what should change first.<\/p>\n

    \u041f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0435 \u0442\u0435\u0445\u043d\u0438\u043a\u0438 Claude \u2014 \u0448\u0430\u0431\u043b\u043e\u043d\u044b<\/h4>\n

    \u042d\u0442\u043e \u043d\u0435 \u0433\u043e\u0442\u043e\u0432\u044b\u0435 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0438, \u0430 \u0448\u0430\u0431\u043b\u043e\u043d\u044b \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u043f\u043e\u0434 \u043b\u044e\u0431\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443.<\/p>\n

    51. \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u044b\u0439 \u0448\u0430\u0431\u043b\u043e\u043d \u0434\u043b\u044f \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447
    <\/strong> Who Claude is in this conversation: [role]. What’s needed to complete the task: [context]. Specific action: [one verb]. Numbered steps or requirements: [instructions]. Exactly how to format the result: [format]. What’s forbidden: [constraints].<\/p>\n

    52. \u0428\u0430\u0431\u043b\u043e\u043d \u0441 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0435\u043c \u043f\u0435\u0440\u0435\u0434 \u043e\u0442\u0432\u0435\u0442\u043e\u043c
    <\/strong> Before answering: [instruction on what to think through \u2014 e.g., consider three perspectives, list your assumptions, check the logic]. Then: [main task].<\/p>\n

    53. \u0428\u0430\u0431\u043b\u043e\u043d \u0434\u043b\u044f \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\u044f \u0440\u0430\u0431\u043e\u0442\u044b
    <\/strong> We’re working on [project\/task]. Previously agreed: [key decisions from prior sessions]. Now I need: [specific next step]. Don’t repeat what’s already decided \u2014 continue from where we left off.<\/p>\n

    54. \u0428\u0430\u0431\u043b\u043e\u043d \u00ab\u0447\u0435\u0441\u0442\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437\u00bb
    <\/strong> I need an honest analysis of [X], including uncomfortable conclusions. Separate what’s confirmed by data, what’s likely, and what’s disputed. If you don’t know something, say so explicitly. Don’t smooth over contradictions \u2014 I prefer the precision of an unpleasant truth.<\/p>\n

    55. \u0428\u0430\u0431\u043b\u043e\u043d \u0434\u043b\u044f Projects
    <\/strong> Paste into Project Instructions on claude.ai<\/a>: you are my working assistant for [topic\/project]. Always answer specifically without introductory phrases, ask one clarifying question if something is unclear, use [markdown \/ bullet points \/ plain text] as the default format, and don’t use [list of forbidden words\/phrases]. Project context: [description]. Key agreements: [what’s already decided].<\/p>\n

    \u0421\u043e\u0432\u0435\u0442\u044b \u043f\u043e \u043f\u0440\u043e\u043c\u043f\u0442\u0438\u043d\u0433\u0443 \u0438\u043c\u0435\u043d\u043d\u043e \u0434\u043b\u044f Claude<\/h3>\n

    \u0415\u0441\u043b\u0438 \u043f\u0440\u043e\u043c\u043f\u0442 \u0434\u043b\u0438\u043d\u043d\u0435\u0435 \u0442\u0440\u0435\u0445 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u0439, \u0441\u0442\u043e\u0438\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c XML-\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443: Claude \u043e\u0431\u0443\u0447\u0435\u043d \u043d\u0430 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u043e\u043c\u043f\u0442\u0430\u0445 \u0438 \u0432\u044b\u0434\u0430\u0435\u0442 \u0437\u0430\u043c\u0435\u0442\u043d\u043e \u0431\u043e\u043b\u0435\u0435 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442. \u041d\u0430 \u043e\u0434\u043d\u0443 \u0437\u0430\u0434\u0430\u0447\u0443 \u043b\u0443\u0447\u0448\u0435 \u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043e\u0434\u0438\u043d \u0433\u043b\u0430\u0433\u043e\u043b \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u2014 \u00ab\u043d\u0430\u043f\u0438\u0448\u0438\u00bb, \u00ab\u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0439\u00bb, \u00ab\u043e\u0442\u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u0439\u00bb, \u00ab\u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0439\u00bb \u043f\u043e \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u043f\u0440\u0438 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0437\u0430\u0434\u0430\u0447\u0430\u0445 \u0431\u0435\u0437 XML-\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u043c\u043e\u0434\u0435\u043b\u044c \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u043e\u0434\u043d\u0443 \u0438\u0437 \u043d\u0438\u0445 \u0438\u043b\u0438 \u0443\u0441\u0440\u0435\u0434\u043d\u0438\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442.<\/p>\n

    \u0425\u043e\u0440\u043e\u0448\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0438 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f: \u00ab\u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 \u0441\u043b\u043e\u0432\u043e X\u00bb, \u00ab\u043e\u0442\u0432\u0435\u0442 \u043d\u0435 \u0434\u043b\u0438\u043d\u043d\u0435\u0435 Y \u0441\u043b\u043e\u0432\u00bb, \u00ab\u0442\u043e\u043b\u044c\u043a\u043e \u0444\u0430\u043a\u0442\u044b, \u0431\u0435\u0437 \u043e\u0446\u0435\u043d\u043e\u043a\u00bb \u2014 Claude \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u044d\u0442\u043e \u0442\u043e\u0447\u043d\u043e, \u0442\u0430\u043a \u0447\u0442\u043e \u043d\u0435 \u0441\u0442\u043e\u0438\u0442 \u0431\u043e\u044f\u0442\u044c\u0441\u044f \u0431\u044b\u0442\u044c \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u043c \u0432 \u0437\u0430\u043f\u0440\u0435\u0442\u0430\u0445. \u0414\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0442\u0435\u0433\u0430 <thinking> \u0441 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0435\u0439, \u0447\u0442\u043e \u043e\u0431\u0434\u0443\u043c\u0430\u0442\u044c \u043f\u0435\u0440\u0435\u0434 \u043e\u0442\u0432\u0435\u0442\u043e\u043c, \u0437\u0430\u043c\u0435\u0442\u043d\u043e \u043f\u043e\u0432\u044b\u0448\u0430\u0435\u0442 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u043d\u0430 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447\u0430\u0445. \u0418 \u0432\u0441\u0435\u0433\u0434\u0430 \u043f\u043e\u043b\u0435\u0437\u043d\u043e \u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u043f\u0435\u0440\u0435\u0434 \u0437\u0430\u0434\u0430\u0447\u0435\u0439 \u2014 \u0441\u043d\u0430\u0447\u0430\u043b\u0430 \u043a\u0442\u043e-\u0447\u0442\u043e-\u0437\u0430\u0447\u0435\u043c, \u043f\u043e\u0442\u043e\u043c \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u0442\u044c: Claude \u0441\u0442\u0440\u043e\u0438\u0442 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u0438\u0437 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430, \u043f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c \u043f\u0440\u0438\u0441\u0442\u0443\u043f\u0438\u0442\u044c \u043a \u0441\u0430\u043c\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0435.<\/p>\n

    \u0427\u0430\u0441\u0442\u044b\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b<\/h3>\n

    \u041f\u043e\u0447\u0435\u043c\u0443 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u0434\u043b\u044f Claude \u043f\u0438\u0448\u0443\u0442 \u0441 XML-\u0442\u0435\u0433\u0430\u043c\u0438?<\/strong> \u041c\u043e\u0434\u0435\u043b\u044c \u0438\u0437\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0430 \u043d\u0430 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u043e\u043c\u043f\u0442\u0430\u0445 \u0441 \u0442\u0430\u043a\u0438\u043c\u0438 \u0442\u0435\u0433\u0430\u043c\u0438, \u0447\u0442\u043e \u0443\u0441\u0442\u0440\u0430\u043d\u044f\u0435\u0442 \u0434\u0432\u0443\u0441\u043c\u044b\u0441\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043e\u043c \u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0435\u0439 \u0438 \u0434\u0430\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043d\u0430 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447\u0430\u0445.<\/p>\n

    \u041d\u0443\u0436\u043d\u044b \u043b\u0438 XML-\u0442\u0435\u0433\u0438 \u0434\u043b\u044f \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u0432\u043e\u043f\u0440\u043e\u0441\u043e\u0432?<\/strong> \u041d\u0435\u0442, \u0434\u043b\u044f \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 Claude 4.x \u043e\u0434\u0438\u043d\u0430\u043a\u043e\u0432\u043e \u0445\u043e\u0440\u043e\u0448\u043e \u0440\u0435\u0430\u0433\u0438\u0440\u0443\u044e\u0442 \u043d\u0430 \u043e\u0431\u044b\u0447\u043d\u044b\u0435 \u044f\u0432\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438 \u0431\u0435\u0437 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b.<\/p>\n

    \u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u0442\u0435\u0433 <thinking> \u0432 \u043f\u0440\u043e\u043c\u043f\u0442\u0435?<\/strong> \u042d\u0442\u043e \u0441\u043f\u043e\u0441\u043e\u0431 \u0437\u0430\u0441\u0442\u0430\u0432\u0438\u0442\u044c Claude \u044f\u0432\u043d\u043e \u043e\u0431\u0434\u0443\u043c\u0430\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0443 \u043f\u0435\u0440\u0435\u0434 \u0442\u0435\u043c, \u043a\u0430\u043a \u0434\u0430\u0442\u044c \u0444\u0438\u043d\u0430\u043b\u044c\u043d\u044b\u0439 \u043e\u0442\u0432\u0435\u0442, \u0447\u0442\u043e \u0437\u0430\u043c\u0435\u0442\u043d\u043e \u043f\u043e\u0432\u044b\u0448\u0430\u0435\u0442 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u043d\u0430 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f\u0445.<\/p>\n

    \u041c\u043e\u0436\u043d\u043e \u043b\u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u043a Claude \u0431\u0435\u0437 VPN \u0438\u0437 \u0420\u043e\u0441\u0441\u0438\u0438?<\/strong> \u0414\u0430, \u0447\u0435\u0440\u0435\u0437 SpeShu.AI<\/a> <\/a>\u2014 \u0441 \u043e\u043f\u043b\u0430\u0442\u043e\u0439 \u0432 \u0440\u0443\u0431\u043b\u044f\u0445 \u0438 \u0431\u0435\u0437 \u0438\u043d\u043e\u0441\u0442\u0440\u0430\u043d\u043d\u043e\u0439 \u043a\u0430\u0440\u0442\u044b.<\/p>\n

    \u0417\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435<\/h3>\n

    \u041f\u0440\u043e\u043c\u043f\u0442\u044b \u0434\u043b\u044f Claude \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0438\u043d\u0430\u0447\u0435, \u0447\u0435\u043c \u0434\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0430 \u0434\u0440\u0443\u0433\u0438\u0445 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0439, \u2014 \u043c\u043e\u0434\u0435\u043b\u044c \u0442\u043e\u0447\u043d\u043e \u0441\u043b\u0435\u0434\u0443\u0435\u0442 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0435 \u0438 \u044f\u0432\u043d\u044b\u043c \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f\u043c, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0432\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0435 \u0443\u0441\u0438\u043b\u0438\u044f \u0432 \u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u043a\u0443 \u043e\u043a\u0443\u043f\u0430\u044e\u0442\u0441\u044f \u0437\u0430\u043c\u0435\u0442\u043d\u043e \u043b\u0443\u0447\u0448\u0435. \u0412\u0441\u0435 \u0448\u0430\u0431\u043b\u043e\u043d\u044b \u0438\u0437 \u044d\u0442\u043e\u0439 \u043f\u043e\u0434\u0431\u043e\u0440\u043a\u0438 \u043c\u043e\u0436\u043d\u043e \u0441\u0440\u0430\u0437\u0443 \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u043e\u0434 \u0441\u0432\u043e\u044e \u0437\u0430\u0434\u0430\u0447\u0443, \u043f\u0440\u043e\u0441\u0442\u043e \u0437\u0430\u043c\u0435\u043d\u0438\u0432 \u0442\u0435\u043a\u0441\u0442 \u0432 \u043a\u0432\u0430\u0434\u0440\u0430\u0442\u043d\u044b\u0445 \u0441\u043a\u043e\u0431\u043a\u0430\u0445.\u00a0<\/p>\n

    \u041f\u0440\u043e\u043c\u043e\u043a\u043e\u0434 HABRSPESHUAI \u0434\u0430\u0435\u0442 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0431\u043e\u043d\u0443\u0441<\/a> \u0447\u0438\u0442\u0430\u0442\u0435\u043b\u044f\u043c \u0431\u043b\u043e\u0433\u0430. \u0412\u0432\u0435\u0434\u0438\u0442\u0435 \u043f\u0440\u043e\u043c\u043e\u043a\u043e\u0434 \u043f\u0440\u0438 \u043f\u043e\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0438 \u0431\u0430\u043b\u0430\u043d\u0441\u0430 \u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 +15% \u043d\u0430 \u0441\u0447\u0435\u0442 \u0430\u0433\u0440\u0435\u0433\u0430\u0442\u043e\u0440\u0430.\u00a0<\/p>\n<\/div>\n

    \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 https:\/\/habr.com\/ru\/articles\/1067330\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

    Claude \u043e\u0431\u0443\u0447\u0435\u043d \u043d\u0430 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u043e\u043c\u043f\u0442\u0430\u0445 \u0441 XML-\u0442\u0435\u0433\u0430\u043c\u0438 \u2014 \u044d\u0442\u043e \u043d\u0430\u0442\u0438\u0432\u043d\u0430\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u043c\u043e\u0434\u0435\u043b\u0438. \u041f\u043e \u0434\u0430\u043d\u043d\u044b\u043c \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0439 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Anthropic, XML-\u0442\u0435\u0433\u0438 \u043e\u0441\u0442\u0430\u044e\u0442\u0441\u044f \u00ab\u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u043c \u0441 \u043d\u0430\u0438\u0431\u043e\u043b\u044c\u0448\u0435\u0439 \u0437\u043d\u0430\u0447\u0438\u043c\u043e\u0441\u0442\u044c\u044e\u00bb \u0434\u043b\u044f \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u0443\u0441\u0442\u0440\u0430\u043d\u044f\u044e\u0442 \u0434\u0432\u0443\u0441\u043c\u044b\u0441\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0442\u0435\u043c, \u0433\u0434\u0435 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0438 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442\u0441\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u0432 2026 \u0433\u043e\u0434\u0443 \u0434\u043b\u044f \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u0432\u043e\u043f\u0440\u043e\u0441\u043e\u0432 \u0442\u044f\u0436\u0435\u043b\u044b\u0435 \u0440\u043e\u043b\u0435\u0432\u044b\u0435 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u0443\u0436\u0435 \u043d\u0435 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u044b \u2014 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 Claude 4.x \u043e\u0434\u0438\u043d\u0430\u043a\u043e\u0432\u043e \u0445\u043e\u0440\u043e\u0448\u043e \u0440\u0435\u0430\u0433\u0438\u0440\u0443\u044e\u0442 \u043d\u0430 \u043f\u0440\u043e\u0441\u0442\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438, \u0430 XML-\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u0430, \u043a\u043e\u0433\u0434\u0430 \u043f\u0440\u043e\u043c\u043f\u0442 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u0435\u043a\u0446\u0438\u0439 \u0438\u043b\u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043a\u043e\u043d\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u043d\u043e\u0433\u043e \u0444\u043e\u0440\u043c\u0430\u0442\u0430 \u0432\u044b\u0432\u043e\u0434\u0430.\u041d\u0438\u0436\u0435 \u2014 \u043a\u043e\u0440\u043e\u0442\u043a\u043e \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u043f\u0440\u043e\u043c\u043f\u0442\u0438\u043d\u0433 \u0434\u043b\u044f Claude \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u044b\u043c, \u0438 \u0431\u043e\u043b\u044c\u0448\u0435 55 \u0433\u043e\u0442\u043e\u0432\u044b\u0445 \u043f\u0440\u043e\u043c\u043f\u0442\u043e\u0432 \u043f\u043e \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044f\u043c: \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b, \u043a\u043e\u0434\u0438\u043d\u0433, \u0443\u0447\u0435\u0431\u0430, \u0431\u0438\u0437\u043d\u0435\u0441, \u043b\u0438\u0447\u043d\u0430\u044f \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u0438 \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0435 \u0442\u0435\u0445\u043d\u0438\u043a\u0438 \u0432\u0440\u043e\u0434\u0435 chain-of-thought.Claude \u0431\u0435\u0437 VPN\u0415\u0441\u043b\u0438 \u043d\u0443\u0436\u0435\u043d \u0434\u043e\u0441\u0442\u0443\u043f \u043a Claude \u0431\u0435\u0437 VPN \u0438 \u043e\u043f\u043b\u0430\u0442\u044b \u0432 \u0432\u0430\u043b\u044e\u0442\u0435 \u2014 \u043f\u0440\u043e\u0449\u0435 \u0432\u0441\u0435\u0433\u043e \u0447\u0435\u0440\u0435\u0437 SpeShu.AI: \u0441\u0432\u043e\u044f \u0442\u043e\u0447\u043a\u0430 \u0434\u043e\u0441\u0442\u0443\u043f\u0430, \u043e\u043f\u043b\u0430\u0442\u0430 \u0432 \u0440\u0443\u0431\u043b\u044f\u0445, \u0431\u0435\u0437 \u0438\u043d\u043e\u0441\u0442\u0440\u0430\u043d\u043d\u043e\u0439 \u043a\u0430\u0440\u0442\u044b. \u0423 SpeShu.AI \u0435\u0441\u0442\u044c \u0430\u043d\u0430\u043b\u043e\u0433\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438: SpeShu Claude, SpeShu Gemini, SpeShu ChatGPT. \u041e\u043d\u0438 \u043d\u0435 \u0443\u0441\u0442\u0443\u043f\u0430\u044e\u0442 \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u043c \u043c\u043e\u0434\u0435\u043b\u044f\u043c \u0438 \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0431\u0435\u0437 VPN, \u043e\u043f\u043b\u0430\u0447\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u043a\u0430\u0440\u0442\u043e\u0439 \u0431\u0430\u043d\u043a\u043e\u0432 \u0420\u0424 \u0438 \u0441\u0442\u043e\u044f\u0442 \u0434\u0435\u0448\u0435\u0432\u043b\u0435.\u0427\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u043f\u0440\u043e\u043c\u043f\u0442\u0438\u043d\u0433 \u0434\u043b\u044f Claude \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u044b\u043cClaude \u0431\u0443\u043a\u0432\u0430\u043b\u044c\u043d\u043e \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u0442\u043e, \u0447\u0442\u043e \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043e \u0432 \u043f\u0440\u043e\u043c\u043f\u0442\u0435 \u2014 \u044d\u0442\u043e \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u043f\u043b\u044e\u0441 \u0438 \u043c\u0438\u043d\u0443\u0441: \u0440\u0430\u0441\u043f\u043b\u044b\u0432\u0447\u0430\u0442\u044b\u0439 \u0437\u0430\u043f\u0440\u043e\u0441 \u0434\u0430\u0435\u0442 \u0441\u0440\u0435\u0434\u043d\u0438\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442, \u0430 \u0442\u043e\u0447\u043d\u044b\u0439 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043b\u0443\u0447\u0448\u0435, \u0447\u0435\u043c \u0443 \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u0432. \u041c\u043e\u0434\u0435\u043b\u044c \u0443\u0441\u0442\u0440\u043e\u0435\u043d\u0430 \u0442\u0430\u043a, \u0447\u0442\u043e \u0441\u043a\u043e\u0440\u0435\u0435 \u0441\u043a\u0430\u0436\u0435\u0442 \u00ab\u043d\u0435 \u0437\u043d\u0430\u044e\u00bb, \u0447\u0435\u043c \u043f\u0440\u0438\u0434\u0443\u043c\u0430\u0435\u0442 \u043e\u0442\u0432\u0435\u0442, \u2014 \u044d\u0442\u043e \u0432\u0430\u0436\u043d\u043e \u0434\u043b\u044f \u0437\u0430\u0434\u0430\u0447, \u0433\u0434\u0435 \u0432\u0430\u0436\u043d\u0430 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c, \u0438 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u0432\u0438\u0434\u0430 \u00ab\u0435\u0441\u043b\u0438 \u043d\u0435 \u0443\u0432\u0435\u0440\u0435\u043d \u2014 \u0441\u043a\u0430\u0436\u0438 \u044f\u0432\u043d\u043e\u00bb \u0437\u0434\u0435\u0441\u044c \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442.Claude Opus 4.6 \u0434\u0435\u0440\u0436\u0438\u0442 76% \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0434\u0430\u0436\u0435 \u043d\u0430 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0435 \u0432 \u043c\u0438\u043b\u043b\u0438\u043e\u043d \u0442\u043e\u043a\u0435\u043d\u043e\u0432 (\u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a MRCR v2) \u2014 \u0437\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c \u0432\u0435\u0441\u044c \u0434\u043e\u0433\u043e\u0432\u043e\u0440, \u0432\u0435\u0441\u044c \u043a\u043e\u0434 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0438\u043b\u0438 \u0432\u0441\u044e \u043f\u0435\u0440\u0435\u043f\u0438\u0441\u043a\u0443 \u0438 \u0437\u0430\u0434\u0430\u0432\u0430\u0442\u044c \u043f\u043e \u043d\u0438\u043c \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0432\u043f\u043e\u043b\u043d\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0439 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0439. \u041c\u043e\u0434\u0435\u043b\u044c \u0442\u0430\u043a\u0436\u0435 \u043d\u0435 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442 \u043e\u0442\u0432\u0435\u0442\u044b \u0441 \u043a\u043b\u0438\u0448\u0435 \u0442\u0438\u043f\u0430 \u00ab\u0412 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u043c \u043c\u0438\u0440\u0435…\u00bb \u0438 \u043d\u0435 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u0435\u0442 \u0448\u0442\u0430\u043c\u043f\u043e\u0432\u0430\u043d\u043d\u044b\u043c\u0438 \u0432\u044b\u0432\u043e\u0434\u0430\u043c\u0438.\u00a0\u0410 \u0435\u0441\u043b\u0438 \u0432\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 \u041a\u043b\u043e\u0434 \u0441 \u0444\u0443\u043d\u043a\u0446\u0438\u0435\u0439 Projects, \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438 \u0438\u0437 Project Knowledge \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u044e\u0442\u0441\u044f \u043a\u043e \u0432\u0441\u0435\u043c \u0447\u0430\u0442\u0430\u043c \u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u2014 \u043e\u0434\u0438\u043d \u0440\u0430\u0437 \u043e\u043f\u0438\u0441\u0430\u043b\u0438 \u0441\u0442\u0438\u043b\u044c, \u0440\u043e\u043b\u044c, \u0438 \u043d\u0435 \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u0432\u0442\u043e\u0440\u044f\u0442\u044c \u044d\u0442\u043e \u0432 \u043a\u0430\u0436\u0434\u043e\u043c \u0437\u0430\u043f\u0440\u043e\u0441\u0435.55 \u043f\u0440\u043e\u043c\u043f\u0442\u043e\u0432 \u0434\u043b\u044f Claude \u043f\u043e \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044f\u043c\u0414\u043b\u044f \u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0445 \u0437\u0430\u0434\u0430\u0447 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u043e\u0431\u044b\u0447\u043d\u043e\u0433\u043e \u0442\u0435\u043a\u0441\u0442\u0430, \u0430 \u0434\u043b\u044f \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u043c\u043d\u043e\u0433\u043e\u0447\u0430\u0441\u0442\u043d\u044b\u0445 \u043b\u0443\u0447\u0448\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 XML-\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430: \u0440\u043e\u043b\u044c, \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442, \u0437\u0430\u0434\u0430\u0447\u0430, \u0444\u043e\u0440\u043c\u0430\u0442, \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f. \u0412\u0441\u0435 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u043d\u0438\u0436\u0435 \u2014 \u043d\u0430 \u0430\u043d\u0433\u043b\u0438\u0439\u0441\u043a\u043e\u043c \u044f\u0437\u044b\u043a\u0435, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 Claude \u043b\u0443\u0447\u0448\u0435 \u0432\u0441\u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0438\u043c\u0435\u043d\u043d\u043e \u0441 \u0442\u0430\u043a\u043e\u0439 \u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u043a\u043e\u0439.\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0442\u0435\u043a\u0441\u0442\u043e\u043c \u0438 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u04381. \u041f\u0440\u0430\u0432\u043e\u0432\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u043e\u0433\u043e\u0432\u043e\u0440\u0430Role: Experienced legal analystTask: Analyze the attached contractInstructions: Find:1. Obligations I as the client will not be able to fulfill2. Penalty clauses with specific amounts or percentages3. Clauses without clear deadlines or specific figures4. What is missing compared to a standard contract of this typeFormat: Table: Section | Risk | Recommended action.Specifics only \u2014 no general conclusions.2. \u0420\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435\u043c \u0430\u0432\u0442\u043e\u0440\u0441\u043a\u043e\u0433\u043e \u0441\u0442\u0438\u043b\u044fEdit my text: [insert]Rules:- preserve my style and tone, do not neutralize it- remove repetition and filler words- do not add anything new- do not change the structure, only the languageShow: original paragraph -> edited version -> what you changed and why.3. \u0420\u0435\u0437\u044e\u043c\u0435Task: Read the document and write a summary for a busy executiveConstraints: — maximum one page- start with the main conclusion, not the context- facts with numbers only, no «general remarks»- end with what requires a decision from the executive4. \u041f\u043e\u0438\u0441\u043a \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0440\u0435\u0447\u0438\u0439 \u0432 \u0442\u0435\u043a\u0441\u0442\u0435Read the attached document carefully.Task: find places where:1. The author contradicts themselves in different parts of the text2. A claim is not backed by evidence3. A conclusion does not follow from the data presentedFor each \u2014 quote both places and explain the contradiction.If there are no contradictions, say so honestly.5. \u041f\u0438\u0441\u044c\u043c\u043e \u0432 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u043c \u0441\u0442\u0438\u043b\u0435 (\u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432)I uploaded three samples of my writing to Project Knowledge.Study: tone, sentence length, typical phrasing, what I deliberately avoid.Write [type of text] on the topic of [X] in exactly the same manner.Forbidden words: «unique», «undoubtedly», «it should be noted»,»in conclusion», «thus».6. \u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0445\u0430\u043e\u0442\u0438\u0447\u043d\u044b\u0445 \u0437\u0430\u043c\u0435\u043d\u0442\u043e\u043aHere are my raw notes: [insert]Organize them:1. Group by topic (invent a name for each group)2. Within each group, highlight the main point in one sentence3. Note what contradicts, what repeats, what is missingFormat: structured text with headings, not just a list.7. \u0422\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0442\u0435\u043a\u0441\u0442 \u0432 \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u0439 \u044f\u0437\u044b\u043a Rewrite the technical text for a non-technical audience. Audience: [description]. Their level: [basic\/intermediate]. Instructions: replace jargon with everyday words, explain each complex concept with one everyday analogy, preserve the accuracy of meaning \u2014 do not oversimplify into distortion, if a term cannot be replaced, explain it in parentheses.8. \u041f\u043e\u043b\u043d\u043e\u0435 \u0441\u0430\u043c\u043c\u0430\u0440\u0438 \u0432\u0441\u0442\u0440\u0435\u0447\u0438 Here is the meeting transcript: [insert] Clearly highlight:Decisions: what was decided, by whom, on which issueAction items: who, what, by which deadlineOpen questions: what remains unansweredParticipants: who spoke, brief position of each Format: a structured document that can be sent to all participants.9. \u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Read my argument: [insert] Evaluate: how well is the thesis proven by the data provided? What counterarguments did I fail to consider? What in my logic works well \u2014 not only criticism? Be honest even if the argument is weak. Suggest how to strengthen the weakest point.10. Email \u0441 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0439 \u0446\u0435\u043b\u044c\u044e Write a business email. Recipient: [position\/role]. Situation: [description]. Goal of the email: [what exactly we want to achieve]. Format: subject line (up to 60 characters), body of maximum 3 paragraphs, a specific next step at the end. Avoid cliches, self-praise, passive-aggressive phrasing. Tone: direct and respectful.11. \u0421\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u0432\u0443\u0445 \u0442\u0435\u043a\u0441\u0442\u043e\u0432 Compare two versions, [text A] and [text B], by criteria: clarity of argumentation, persuasiveness for [audience], accuracy and factual correctness, readability and structure. Do not pick a winner \u2014 show where each is stronger. Say what you would take from each for an ideal version.12. \u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0422\u0417 Draft a project brief. Project: [description]. Contractor: [type of specialist]. Deadlines: [if known]. Sections: goal, what’s included, what’s not included, requirements for the result, acceptance criteria, deadlines, delivery format.\u041a\u043e\u0434\u0438\u043d\u0433 \u0438 Claude Code13. \u041d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u043a\u043e\u0434\u0430 \u0441 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435\u043c Write [type of function\/module]. You are a senior [language] developer focused on clean code. Task: [description]. Constraints: [what cannot be used, if any]. Instructions: first write working code, for every non-obvious choice explain why, add error handling, typing and docstrings, suggest a test for 3 key cases.14. \u041a\u043e\u0434-\u0440\u0435\u0432\u044c\u044e You are a senior developer focused on [security \/ performance \/ readability]. Review this code: [insert]. Find security issues, performance bottlenecks, violations of accepted conventions ([specify standard]), and places where the logic is unclear without a comment. For each issue: what exactly is wrong, why, and the corrected version. Do not touch what already works correctly.15. \u0420\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433 \u043a\u043e\u0434\u0430 Refactor this code without changing its external behavior: [insert code]. Goals: readability, reducing duplication, splitting into smaller functions, better naming. Show: before, after, and a list of changes with a brief explanation of each.16. \u041e\u0442\u043b\u0430\u0434\u043a\u0430 \u043e\u0448\u0438\u0431\u043a\u0438 This code throws an error: [insert code]. Error: [insert error message]. Expected behavior: [what should happen]. Do not give the answer right away. First, ask a clarifying question if you need more context. Then explain the cause of the error, show the fix, and explain why it works.17. \u041d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0442\u0435\u0441\u0442\u043e\u0432 Write tests for this code: [insert]. You are a QA engineer experienced in TDD. Cover: happy path (normal operation), edge cases (boundary values), error cases (invalid input, exceptions). Framework: [pytest\/jest\/other]. Each test with a comment on what exactly it checks.18. \u041e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435 \u0447\u0443\u0436\u043e\u0433\u043e \u043a\u043e\u0434\u0430 Explain this code to me as if I’m seeing it for the first time: [insert]. Tell me: what the code does overall in one sentence, what each key block does in order, what patterns or libraries are used, and whether there’s anything unusual or potentially problematic. If something is unclear, say exactly what.19. \u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f SQL-\u0437\u0430\u043f\u0440\u043e\u0441\u0430 Optimize this SQL query: [insert]. Database: [PostgreSQL\/MySQL\/other]. Table sizes: [approximately]. Current execution time: [if known]. Explain what exactly is slow, what you changed and why, and which indexes to add if needed.20. \u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0439 \u0440\u0435\u0432\u044c\u044e Conduct an architecture review of the proposed solution. You are a systems architect with 10+ years of experience. Context: [description of the system\/requirements]. Proposed architecture: [description]. Assess: scalability at 10x load, single points of failure, security, operational complexity. What’s good, what’s problematic, how to fix it.21. \u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0434\u043b\u044f API Write documentation for this API endpoint: [insert code]. Include: description (what it does, why), request parameters (name, type, required?, description), example request in curl, possible responses with codes, and usage notes. Format: Markdown, ready to paste into a README.22. \u041a\u043e\u0434-\u0440\u0435\u0432\u044c\u044e \u0441 \u043c\u0435\u0442\u0440\u0438\u043a\u0430\u043c\u0438 Before answering, rate the code on 5 criteria from 1 to 10 and explain each score. Conduct a code review: [insert]. Rate on a scale of 1-10: readability, logic correctness, error handling, testability, performance. After the ratings, give concrete recommendations only for aspects scoring below 7.\u0423\u0447\u0435\u0431\u0430 \u0438 \u0441\u0430\u043c\u043e\u0440\u0430\u0437\u0432\u0438\u0442\u0438\u043523. \u041e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435 \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u0438 Explain [concept\/topic]. My level: [absolute beginner \/ familiar with basics \/ technical background in another field]. Why I need this: [application]. Start with one everyday analogy, explain the principle in your own words, show one concrete example of application, and end with three questions that will check whether I understood. If you’re not sure about something, say so explicitly.24….<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-489973","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/489973","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=489973"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/489973\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=489973"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=489973"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=489973"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}