GPT-5.5Testo
Public Policy: Agent System Blueprint
Public Policy prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Prompter 016
@prompter-016
1 repository0 star ricevute
Claude Sonnet 4.6Testo
Healthcare Life Science: RAG Context Pack
Healthcare Life Science prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Data Analytics: Evaluation and Red-Team Harness
Data Analytics prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Gemini 3 ProTesto
Robotics IoT: Tool Automation Playbook
Robotics IoT prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
Finance Strategy: Data Product Brief
Finance Strategy prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
Claude Sonnet 4.6Testo
Customer Success: Experiment Launch Plan
Customer Success prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Climate Energy: Risk Governance Review
Climate Energy prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
Legal Compliance: Executive Decision Memo
Legal Compliance prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
GPT-5.5Testo
Growth Marketing: Image Campaign Brief
Growth Marketing prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
GPT-5.5Testo
Media Creator: Short-Form Video Storyboard
Media Creator prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
Claude Sonnet 4.6Testo
Legal Compliance: Agent System Blueprint
Legal Compliance prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Growth Marketing: RAG Context Pack
Growth Marketing prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Media Creator: Evaluation and Red-Team Harness
Media Creator prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
Security Risk: Tool Automation Playbook
Security Risk prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
Claude Sonnet 4.6Testo
UX Research: Data Product Brief
UX Research prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
GPT-5.5Testo
Audio Voice: Data Product Brief
Audio Voice prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
GPT-5.5Testo
Brand Design: Experiment Launch Plan
Brand Design prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
RAG Knowledge Ops: Risk Governance Review
RAG Knowledge Ops prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
GPT-5.5Testo
Product Strategy: Executive Decision Memo
Product Strategy prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
Claude Sonnet 4.6Testo
Research Science: Executive Decision Memo
Research Science prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
GPT-5.5Testo
Education Learning: Image Campaign Brief
Education Learning prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
GPT-5.5Testo
AI Agents: Short-Form Video Storyboard
AI Agents prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
Product Strategy: Agent System Blueprint
Product Strategy prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Research Science: Agent System Blueprint
Research Science prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Education Learning: RAG Context Pack
Education Learning prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
AI Agents: Evaluation and Red-Team Harness
AI Agents prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
Agentic Engineering: Tool Automation Playbook
Agentic Engineering prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
Public Policy: Tool Automation Playbook
Public Policy prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
Claude Sonnet 4.6Testo
Healthcare Life Science: Data Product Brief
Healthcare Life Science prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
GPT-5.5Testo
Data Analytics: Experiment Launch Plan
Data Analytics prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Robotics IoT: Risk Governance Review
Robotics IoT prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
GPT-5.5Testo
Finance Strategy: Executive Decision Memo
Finance Strategy prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
Claude Sonnet 4.6Testo
Customer Success: Image Campaign Brief
Customer Success prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
GPT-5.5Testo
Climate Energy: Short-Form Video Storyboard
Climate Energy prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
Finance Strategy: Agent System Blueprint
Finance Strategy prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Customer Success: RAG Context Pack
Customer Success prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Climate Energy: Evaluation and Red-Team Harness
Climate Energy prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
Legal Compliance: Tool Automation Playbook
Legal Compliance prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
Growth Marketing: Data Product Brief
Growth Marketing prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
GPT-5.5Testo
Media Creator: Experiment Launch Plan
Media Creator prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Security Risk: Risk Governance Review
Security Risk prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
UX Research: Executive Decision Memo
UX Research prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
GPT-5.5Testo
Audio Voice: Executive Decision Memo
Audio Voice prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
GPT-5.5Testo
Brand Design: Image Campaign Brief
Brand Design prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
Claude Sonnet 4.6Testo
RAG Knowledge Ops: Short-Form Video Storyboard
RAG Knowledge Ops prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
Claude Sonnet 4.6Testo
UX Research: Agent System Blueprint
UX Research prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
GPT-5.5Testo
Audio Voice: Agent System Blueprint
Audio Voice prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Brand Design: RAG Context Pack
Brand Design prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
RAG Knowledge Ops: Evaluation and Red-Team Harness
RAG Knowledge Ops prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
GPT-5.5Testo
Product Strategy: Tool Automation Playbook
Product Strategy prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
Claude Sonnet 4.6Testo
Research Science: Tool Automation Playbook
Research Science prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
Education Learning: Data Product Brief
Education Learning prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
GPT-5.5Testo
AI Agents: Experiment Launch Plan
AI Agents prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Agentic Engineering: Risk Governance Review
Agentic Engineering prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
Public Policy: Risk Governance Review
Public Policy prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
Healthcare Life Science: Executive Decision Memo
Healthcare Life Science prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
GPT-5.5Testo
Data Analytics: Image Campaign Brief
Data Analytics prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
Gemini 3 ProTesto
Robotics IoT: Short-Form Video Storyboard
Robotics IoT prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
Claude Sonnet 4.6Testo
Healthcare Life Science: Agent System Blueprint
Healthcare Life Science prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Data Analytics: RAG Context Pack
Data Analytics prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Robotics IoT: Evaluation and Red-Team Harness
Robotics IoT prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
GPT-5.5Testo
Finance Strategy: Tool Automation Playbook
Finance Strategy prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
Claude Sonnet 4.6Testo
Customer Success: Data Product Brief
Customer Success prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
GPT Image 2 文生图提示词合集
参考 awesome-gpt-image-2 整理的 GPT Image 2 文生图提示词合集：UI、信息图、海报、电商、品牌、摄影、插画、角色、场景、建筑、国风、图鉴共 12 类，按文件夹归档，含 {{变量}} 模板，支持「编辑模式」填写/选择变量后直接套用。
GPT-5.5Testo
Climate Energy: Experiment Launch Plan
Climate Energy prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Legal Compliance: Risk Governance Review
Legal Compliance prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
GPT-5.5Testo
Growth Marketing: Executive Decision Memo
Growth Marketing prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
GPT-5.5Testo
Media Creator: Image Campaign Brief
Media Creator prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
Claude Sonnet 4.6Testo
Security Risk: Short-Form Video Storyboard
Security Risk prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
Growth Marketing: Agent System Blueprint
Growth Marketing prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Media Creator: RAG Context Pack
Media Creator prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Security Risk: Evaluation and Red-Team Harness
Security Risk prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
UX Research: Tool Automation Playbook
UX Research prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
Audio Voice: Tool Automation Playbook
Audio Voice prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
Brand Design: Data Product Brief
Brand Design prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
Claude Sonnet 4.6Testo
RAG Knowledge Ops: Experiment Launch Plan
RAG Knowledge Ops prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Product Strategy: Risk Governance Review
Product Strategy prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
Research Science: Risk Governance Review
Research Science prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
GPT-5.5Testo
Education Learning: Executive Decision Memo
Education Learning prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
GPT-5.5Testo
AI Agents: Image Campaign Brief
AI Agents prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
Claude Sonnet 4.6Testo
Agentic Engineering: Short-Form Video Storyboard
Agentic Engineering prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
Public Policy: Short-Form Video Storyboard
Public Policy prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
Education Learning: Agent System Blueprint
Education Learning prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
AI Agents: RAG Context Pack
AI Agents prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Agentic Engineering: Evaluation and Red-Team Harness
Agentic Engineering prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
落地页生成
一句话需求 → 语义化、响应式、可直接预览的单页落地页 HTML（Tailwind 类名）。
Claude Sonnet 4.6Testo
Public Policy: Evaluation and Red-Team Harness
Public Policy prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
Healthcare Life Science: Tool Automation Playbook
Healthcare Life Science prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
Data Analytics: Data Product Brief
Data Analytics prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
Gemini 3 ProTesto
Robotics IoT: Experiment Launch Plan
Robotics IoT prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Finance Strategy: Risk Governance Review
Finance Strategy prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
Customer Success: Executive Decision Memo
Customer Success prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
GPT-5.5Testo
Climate Energy: Image Campaign Brief
Climate Energy prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
Claude Sonnet 4.6Testo
Legal Compliance: Short-Form Video Storyboard
Legal Compliance prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
Claude Sonnet 4.6Testo
Customer Success: Agent System Blueprint
Customer Success prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Climate Energy: RAG Context Pack
Climate Energy prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Legal Compliance: Evaluation and Red-Team Harness
Legal Compliance prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
GPT-5.5Testo
Growth Marketing: Tool Automation Playbook
Growth Marketing prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
Media Creator: Data Product Brief
Media Creator prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
Claude Sonnet 4.6Testo
Security Risk: Experiment Launch Plan
Security Risk prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
UX Research: Risk Governance Review
UX Research prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
Audio Voice: Risk Governance Review
Audio Voice prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
GPT-5.5Testo
Brand Design: Executive Decision Memo
Brand Design prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
Claude Sonnet 4.6Testo
RAG Knowledge Ops: Image Campaign Brief
RAG Knowledge Ops prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
GPT-5.5Testo
Product Strategy: Short-Form Video Storyboard
Product Strategy prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
Claude Sonnet 4.6Testo
Research Science: Short-Form Video Storyboard
Research Science prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
Brand Design: Agent System Blueprint
Brand Design prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
RAG Knowledge Ops: RAG Context Pack
RAG Knowledge Ops prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Product Strategy: Evaluation and Red-Team Harness
Product Strategy prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
Research Science: Evaluation and Red-Team Harness
Research Science prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
GPT-5.5Testo
Education Learning: Tool Automation Playbook
Education Learning prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
AI Agents: Data Product Brief
AI Agents prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
Claude Sonnet 4.6Testo
Agentic Engineering: Experiment Launch Plan
Agentic Engineering prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
代码评审助手
贴一段 diff，得到按 CRITICAL/HIGH/MEDIUM/LOW 分级、聚焦真问题的代码评审。
GPT-5.5Testo
Public Policy: Experiment Launch Plan
Public Policy prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Healthcare Life Science: Risk Governance Review
Healthcare Life Science prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
GPT-5.5Testo
Data Analytics: Executive Decision Memo
Data Analytics prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
Gemini 3 ProTesto
Robotics IoT: Image Campaign Brief
Robotics IoT prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
GPT-5.5Testo
Finance Strategy: Short-Form Video Storyboard
Finance Strategy prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
Data Analytics: Agent System Blueprint
Data Analytics prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Robotics IoT: RAG Context Pack
Robotics IoT prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Finance Strategy: Evaluation and Red-Team Harness
Finance Strategy prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
Customer Success: Tool Automation Playbook
Customer Success prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
Claude Sonnet 4.6Testo
首屏文案生成器
输入产品信息，产出三套不同心理策略的首屏主副标题 + CTA，可直接 A/B。
GPT-5.5Testo
Climate Energy: Data Product Brief
Climate Energy prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
Claude Sonnet 4.6Testo
Legal Compliance: Experiment Launch Plan
Legal Compliance prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Growth Marketing: Risk Governance Review
Growth Marketing prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
GPT-5.5Testo
Media Creator: Executive Decision Memo
Media Creator prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
Claude Sonnet 4.6Testo
Security Risk: Image Campaign Brief
Security Risk prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
Claude Sonnet 4.6Testo
UX Research: Short-Form Video Storyboard
UX Research prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
Audio Voice: Short-Form Video Storyboard
Audio Voice prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
Media Creator: Agent System Blueprint
Media Creator prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Security Risk: RAG Context Pack
Security Risk prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
UX Research: Evaluation and Red-Team Harness
UX Research prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
费曼讲解器
用费曼技巧把任何概念讲到外行也懂，再分层加深，最后给自测问题。
Claude Sonnet 4.6Testo
Audio Voice: Evaluation and Red-Team Harness
Audio Voice prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
GPT-5.5Testo
Brand Design: Tool Automation Playbook
Brand Design prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
Claude Sonnet 4.6Testo
RAG Knowledge Ops: Data Product Brief
RAG Knowledge Ops prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
GPT-5.5Testo
Product Strategy: Experiment Launch Plan
Product Strategy prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Workflow
长文创作流水线
从模糊选题到去 AI 味成稿的长文工作流：选题打磨→提纲→逐段初稿→润色四步。
Claude Sonnet 4.6Testo
Research Science: Experiment Launch Plan
Research Science prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Education Learning: Risk Governance Review
Education Learning prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
GPT-5.5Testo
AI Agents: Executive Decision Memo
AI Agents prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
Claude Sonnet 4.6Testo
Agentic Engineering: Image Campaign Brief
Agentic Engineering prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
GPT-5.5Testo
Public Policy: Image Campaign Brief
Public Policy prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
Claude Sonnet 4.6Testo
Healthcare Life Science: Short-Form Video Storyboard
Healthcare Life Science prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
AI Agents: Agent System Blueprint
AI Agents prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Agentic Engineering: RAG Context Pack
Agentic Engineering prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
GPT-5.5Testo
MJ 提示词构造
把一个画面想法扩写成结构化 Midjourney 提示词（主体/环境/风格/镜头/光线/参数）。
Claude Sonnet 4.6Testo
Public Policy: RAG Context Pack
Public Policy prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Healthcare Life Science: Evaluation and Red-Team Harness
Healthcare Life Science prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
GPT-5.5Testo
Data Analytics: Tool Automation Playbook
Data Analytics prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
旅行日程规划
给目的地、天数与偏好，排出张弛有度、含交通衔接与餐饮、标注需预订项的旅行日程。
Gemini 3 ProTesto
Robotics IoT: Data Product Brief
Robotics IoT prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
GPT-5.5Testo
Finance Strategy: Experiment Launch Plan
Finance Strategy prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Customer Success: Risk Governance Review
Customer Success prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
周报整理器
把一周的流水账整理成结构清晰、亮点突出、向上汇报友好的周报。
GPT-5.5Testo
Climate Energy: Executive Decision Memo
Climate Energy prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
Claude Sonnet 4.6Testo
Legal Compliance: Image Campaign Brief
Legal Compliance prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
GPT-5.5Testo
Growth Marketing: Short-Form Video Storyboard
Growth Marketing prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
Climate Energy: Agent System Blueprint
Climate Energy prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Legal Compliance: RAG Context Pack
Legal Compliance prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Growth Marketing: Evaluation and Red-Team Harness
Growth Marketing prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
故障分诊
贴报错与现象，得到按可能性排序的根因假设，每个配可验证命令，并指出最该先看哪个。
Claude Sonnet 4.6Testo
自然语言转 SQL
给表结构 + 自然语言问题，生成参数化、带防呆约束的 PostgreSQL，并解释。
GPT-5.5Testo
Media Creator: Tool Automation Playbook
Media Creator prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
Claude Sonnet 4.6Testo
Security Risk: Data Product Brief
Security Risk prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
Claude Sonnet 4.6Testo
UX Research: Experiment Launch Plan
UX Research prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
PRD 骨架生成
一句话需求 → 结构完整、可填充的 PRD 骨架（背景/目标与非目标/用户故事/方案/指标/风险）。
Claude Sonnet 4.6Testo
分级阅读改写
把一段教材内容改写成多个阅读难度版本，保概念不变、只调表达与例子。
GPT-5.5Testo
Audio Voice: Experiment Launch Plan
Audio Voice prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Brand Design: Risk Governance Review
Brand Design prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
RAG Knowledge Ops: Executive Decision Memo
RAG Knowledge Ops prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
GPT-5.5Testo
Product Strategy: Image Campaign Brief
Product Strategy prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
Multi-modelloWorkflow
世界观构建流水线
从一句设定核心扩展出世界法则、地理势力、核心冲突、读者悬念的世界观工作流。
GPT-5.5Testo
投放文案矩阵
一个卖点 × 多平台（朋友圈/抖音口播/搜索广告）产出风格各异、标注钩子的投放文案矩阵。
Claude Sonnet 4.6Testo
Research Science: Image Campaign Brief
Research Science prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
GPT-5.5Testo
Education Learning: Short-Form Video Storyboard
Education Learning prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
Claude Sonnet 4.6Testo
RAG Knowledge Ops: Agent System Blueprint
RAG Knowledge Ops prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Product Strategy: RAG Context Pack
Product Strategy prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
品牌素材合规审查
贴一批视觉素材，对照品牌规范逐张挑出违规：错色、过时 logo、缺失法律文案。
Claude Sonnet 4.6Testo
Research Science: RAG Context Pack
Research Science prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Education Learning: Evaluation and Red-Team Harness
Education Learning prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
GPT-5.5Testo
AI Agents: Tool Automation Playbook
AI Agents prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
Claude Sonnet 4.6Testo
Agentic Engineering: Data Product Brief
Agentic Engineering prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
Claude Sonnet 4.6Testo
图表转洞察
描述或上传一张图表，得到结论先行、区分事实与推测、附建议动作的洞察解读。
GPT-5.5Testo
Public Policy: Data Product Brief
Public Policy prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
Claude Sonnet 4.6Testo
Healthcare Life Science: Experiment Launch Plan
Healthcare Life Science prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
Data Analytics: Risk Governance Review
Data Analytics prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
GPT-5.5Testo
冰箱清库存
报一下冰箱里有什么，给三道能做的家常菜，优先用完易坏食材并标可替代项。
Claude Sonnet 4.6Workflow
安全重构流水线
读懂现状→补刻画测试→小步重构→回归自检，四步安全重构遗留代码。
Gemini 3 ProTesto
Robotics IoT: Executive Decision Memo
Robotics IoT prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
GPT-5.5Testo
Finance Strategy: Image Campaign Brief
Finance Strategy prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
Claude Sonnet 4.6Testo
Customer Success: Short-Form Video Storyboard
Customer Success prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
GPT-5.5Testo
表格公式助手
用大白话描述需求，得到 Excel/Sheets 公式 + 逐段解释 + 易错点提醒。
Gemini 3 ProTesto
Robotics IoT: Agent System Blueprint
Robotics IoT prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
Finance Strategy: RAG Context Pack
Finance Strategy prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Customer Success: Evaluation and Red-Team Harness
Customer Success prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
信贷备忘录起草
依据借款人财务数据与申请信息，起草结构化信贷备忘录，标注风险与缺失项。
GPT-5.5Testo
Shell 一行命令
用大白话描述任务，得到一行 shell 命令 + 逐段解释 + 危险操作标注与 dry-run。
Multi-modelloWorkflow
活动策划流水线
目标拆解→渠道选择→内容排期→复盘指标，把一个增长目标落成可执行活动。
GPT-5.5Testo
Climate Energy: Tool Automation Playbook
Climate Energy prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
Claude Sonnet 4.6Testo
Legal Compliance: Data Product Brief
Legal Compliance prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
GPT-5.5Testo
Growth Marketing: Experiment Launch Plan
Growth Marketing prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
高管决策备忘
把一个待决策问题写成一页高管备忘：建议先行、给选项与权衡、列风险与所需资源。
Multi-modelloWorkflow
发布流程流水线
上线前自检→灰度策略→监控看板→回滚预案，四步把发布风险降到可控。
GPT-5.5Testo
出题机
围绕知识点出不同难度的题，干扰项针对常见误解设计，附详细解析。
Claude Sonnet 4.6Testo
Media Creator: Risk Governance Review
Media Creator prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
Security Risk: Executive Decision Memo
Security Risk prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
Claude Sonnet 4.6Testo
UX Research: Image Campaign Brief
UX Research prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
Claude Sonnet 4.6Testo
习惯教练
把想养成的习惯拆成小到不可能失败的起点 + 触发/奖励/防破功预案。
Claude Sonnet 4.6Testo
设计批评
描述或上传界面，得到按层级/对比/留白/一致性/可用性分维、带优先级的设计批评。
Claude Sonnet 4.6Testo
商务邮件起草
说出你想表达的意思，输出重点前置、有明确下一步的得体商务邮件（中/英）。
GPT-5.5Testo
Audio Voice: Image Campaign Brief
Audio Voice prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
GPT-5.5Testo
Brand Design: Short-Form Video Storyboard
Brand Design prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
Claude Sonnet 4.6Testo
Security Risk: Agent System Blueprint
Security Risk prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Testo
UX Research: RAG Context Pack
UX Research prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
竞品拆解
围绕一个维度对竞品做结构化拆解：定位、功能、定价、护城河、可乘之机。
Claude Sonnet 4.6Testo
角色卡生成
把一句模糊人设补全成立体角色卡：让致命缺陷与外在目标产生张力。
Claude Sonnet 4.6Testo
用户访谈提纲
围绕一个假设设计非诱导的用户访谈提纲，附「别这样问」的反例。
Claude Sonnet 4.6Testo
A/B 实验解读
输入实验两组数据，估计提升与显著性、给上线判断，并主动提示统计陷阱。
Claude Sonnet 4.6Testo
Audio Voice: RAG Context Pack
Audio Voice prompt that turns source material into a reliable retrieval design and returns source policy, chunking plan, retrieval prompt, citation rules, and freshness checks.
Claude Sonnet 4.6Testo
Brand Design: Evaluation and Red-Team Harness
Brand Design prompt that builds an evaluation suite for high-risk AI workflows and returns eval matrix, adversarial cases, grading rubric, and release threshold.
Claude Sonnet 4.6Testo
RAG Knowledge Ops: Tool Automation Playbook
RAG Knowledge Ops prompt that maps a manual workflow into safe tool-assisted automation and returns workflow map, tool schema, approval gates, and rollback plan.
GPT-5.5Testo
Product Strategy: Data Product Brief
Product Strategy prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
Claude Sonnet 4.6Testo
事故复盘
把事故时间线整理成对事不对人、含 5-Whys 根因与可落地改进项的复盘文档。
Claude Sonnet 4.6Testo
SEO 内容简报
给一个目标关键词，产出含搜索意图、提纲、内链、标题与 meta 的 SEO 内容简报。
Claude Sonnet 4.6Testo
Research Science: Data Product Brief
Research Science prompt that turns analytics questions into a decision-grade data product and returns metric contract, analysis plan, dashboard outline, and decision narrative.
GPT-5.5Testo
Education Learning: Experiment Launch Plan
Education Learning prompt that turns an idea into a measurable pilot or launch experiment and returns hypothesis, audience, variants, instrumentation, and decision rule.
Claude Sonnet 4.6Testo
AI Agents: Risk Governance Review
AI Agents prompt that reviews a workflow for operational, privacy, and safety risk and returns risk register, severity ranking, controls, and verification checklist.
Claude Sonnet 4.6Testo
Agentic Engineering: Executive Decision Memo
Agentic Engineering prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
Claude Sonnet 4.6Testo
市场规模测算
用自上而下 + 自下而上两种方法测算 TAM/SAM/SOM，逐项暴露假设。
Claude Sonnet 4.6Testo
发布说明生成
把改动列表转成用户视角、亮点先行、讲价值不讲技术细节的发布说明。
Multi-modelloWorkflow
数据处理流水线规划
摸清现状→定清洗规则→定指标口径→定校验，把杂乱原始数据规划成可信指标。
GPT-5.5Testo
Public Policy: Executive Decision Memo
Public Policy prompt that creates an executive memo that makes tradeoffs explicit and returns one-page recommendation, options table, risks, and next actions.
Claude Sonnet 4.6Testo
Healthcare Life Science: Image Campaign Brief
Healthcare Life Science prompt that creates a production-quality visual prompt for campaign assets and returns image-generation prompt with composition, style, text, constraints, and QA notes.
GPT-5.5Testo
Data Analytics: Short-Form Video Storyboard
Data Analytics prompt that turns a concept into a short-form video prompt and shot list and returns scene-by-scene video prompt, shot timing, motion notes, and edit checklist.
Claude Sonnet 4.6Testo
Agentic Engineering: Agent System Blueprint
Agentic Engineering prompt that designs a production-ready agent system and returns agent architecture, tool contract, memory policy, eval plan, and launch guardrails.
Claude Sonnet 4.6Workflow
财报后模型更新清单
财报发布后，对照业绩与电话会，逐项列出该更新模型的假设与方向。
—Conversazione
访谈复盘（对话样例）
一段用户访谈复盘对话：从用户原话里区分表面要求与底层需求，提炼机会点。
Claude Sonnet 4.6Testo
冷启动邮件序列
B2B 冷启动 3 封递进邮件：建立相关性→给价值→轻推进，像人不像群发。
Claude Sonnet 4.6Testo
中文校对器
中文校对：分级标出错别字/语法/标点/口吻问题，给修改前后对照，不擅改原意。
Claude Sonnet 4.6Testo
变革理论梳理
把一个公益/项目目标展开成「投入→活动→产出→成果→影响」的变革理论因果链。
Claude Sonnet 4.6Testo
Dockerfile 优化
贴 Dockerfile，得到分层缓存、镜像瘦身、安全加固的优化建议与改写示例。
Claude Sonnet 4.6Testo
教学大纲规划
给课程目标与周数，排出考虑先修依赖的教学大纲，标出哪些周可调、哪些被锁死。
Claude Sonnet 4.6Testo
Bug 转失败测试
把一段 bug 复现描述转成一个会失败的最小单测（TDD 起点），只给修复方向不给完整答案。
Claude Sonnet 4.6Testo
董事会简报叙事
把一堆经营数字整理成董事会简报叙事：结论先行、配解读、预判提问。
—Conversazione
苏格拉底家教（对话样例）
苏格拉底式追问的家教对话样例：不直接给答案，用提问引导学生自己想明白。
Claude Sonnet 4.6Testo
留存曲线解读
给留存/同期群数据，读出衰减形态、健康度判断与最该改善的环节。