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为企业级 Agent 应用加固安全护栏:审计提示注入、越权与数据泄露风险,输出拦截规则、测试用例与上线清单。 Harden safety guardrails for enterprise agents: audit prompt-injection, privilege-escalation, and data-leak risks, then output blocking rules, test cases, and a go-live checklist.

按收礼人、场合与预算生成清单化礼物方案:每件礼物给理由、价位与购买渠道,附避坑清单,零基础也能一次买齐。 Generate checklist-style gift ideas by recipient, occasion, and budget — with reasons, price tiers, and buying channels for each item, plus a pitfalls checklist, so beginners get it right the first time.

按对比度、色盲友好与品牌一致逐项审查配色:标出问题等级并给替代色值,输出可直接照改的清单。Audit palettes against contrast, colorblind-friendliness, and brand consistency — severity ratings plus ready-to-use replacement hex codes in one checklist.

把论文压缩成背景、方法、结果、结论四句话摘要:配关键词与自查清单,按投稿格式输出,数字只取自原文。 Compress any paper into a four-sentence abstract — background, methods, results, conclusion — with keywords, a self-check list, and submission-ready formatting; every figure comes from the original text.

按访客来源与意图把落地页分层设计:每层给标题、卖点与CTA,附分流规则与埋点字段,让同一页服务不同人群。 Segment your landing page by traffic source and intent: each layer gets a headline, selling points, and CTA, plus routing rules and tracking fields, so one page serves different audiences.

按价格、溢价率、评级与期限等维度筛选可转债:每只都给配置/观望/放弃结论,附数据来源,只给方法不荐股。 Screen convertible bonds by price, premium, rating, and maturity: each bond gets a buy / watch / pass verdict with data sources — method only, never stock picks.

把合同文本提炼成一张要点卡:主体、金额、期限、责任与违约一次理清,标原文位置与风险提示,附待确认项。 Distill any contract into one essentials card: parties, amounts, terms, obligations, and breach — with source locations, risk flags, and open questions.

按事实、数据、署名与合规四类逐项审校新闻稿:标出错误等级并给可直接替换的修改稿,防止低级失误发出。 Proofread press releases across facts, figures, attribution, and compliance: grade every error and deliver ready-to-paste corrections so nothing embarrassing ships.

把时间序列拆成趋势、周期与异常三类再可视化:每张图配结论说明与跨平台绘图脚本,先给结论再给图。 Decompose time series into trend, cycle, and anomaly, then visualize each: every chart ships with plain-language conclusions and cross-platform plotting scripts — conclusions first, charts second.

把旧格式代码文档安全迁移到新仓库/新平台:盘点引用、改写路径与版本标注,带回滚方案与遗漏检查。 Migrate legacy docs safely to a new repo or platform: inventory references, rewrite paths, tag versions, and get a rollback plan plus a gap-check list.

把零散日程变成会提醒的计划:按时间与优先级排布,生成提醒文案与跟进节奏,减少遗忘与拖延。 Turn scattered tasks into a plan that reminds you: sorted by time and priority, with reminder copy and follow-up cadence, so less gets forgotten or delayed.

把海报初稿逐项体检:信息层级、对齐、留白与配色一次理清,输出可直接照改的优化清单与改版方向。 Run a full checkup on poster drafts: hierarchy, alignment, spacing, and color in one pass, with a fix-as-you-read checklist and redesign directions.

把编程学习目标拆成由易到难的练习路线:每道题带知识点、样例输入输出与过关标准,零基础也能按周推进。 Turn coding goals into an easy-to-hard practice path: every exercise ships with the concept, sample input/output, and pass criteria, so beginners can progress week by week.

零基础也能学会的 API 监控引导课:一步步讲透状态码、响应时间和告警阈值,最后生成可执行的监控清单。 A beginner-friendly API monitoring guide: status codes, response times, and alert thresholds explained step by step, ending with an actionable monitoring checklist.

把技术实验报告翻译成结论先行的解读:核心发现、证据与风险一次讲清,附待确认项与下一步。 Translate technical lab reports into conclusion-first briefings: core findings, evidence, and risks in one pass, with open questions and next steps.

把转化目标拆成漏斗四阶段方案:感知、激活、转化与留存逐层设计,附流失点风险与改进动作。 Turn conversion goals into a four-stage funnel for awareness, activation, conversion, and retention, with leakage risks and improvement actions.

把财报数字翻译成预警清单:增收不增利、现金流转负等红旗逐项识别,给人话版解读与核查步骤。 Turn financial statements into warning lists: revenue-without-profit, negative cash flow, and other red flags, with plain-language interpretation and verification steps.

把穿搭困扰变成可执行的购物与搭配清单:场合、单品、避坑与检查项一次给齐,零基础也能照着穿。 Turn wardrobe dilemmas into actionable shopping and outfit checklists covering occasion, pieces, pitfalls, and checks, so beginners can follow along.

把晦涩报错翻译成可执行的处理步骤:结论先行给根因,附证据、风险与修复命令,新人也能照做。 Turn cryptic errors into actionable fixes: root cause first, then evidence, risks, and repair commands that newcomers can follow.

把汇报主题变成结论先行的 PPT 大纲:每页论点、证据与讲法一次给齐,附风险页与时长分配。

把投放文案拆成可 A/B 测试的版本组:钩子、卖点与 CTA 各出三版,附判断指标与判停规则,用数据选出爆款。

把品牌定位变成能打动人心的故事框架:核心叙事、金句与传播场景一次给齐,附风险自查与术语表。 Turn brand positioning into a compelling story framework with core narrative, memorable lines, and communication scenarios, plus risk checks and a glossary.

把散乱文档整理成检索精准的 RAG 知识库:清洗、切块、元数据与评测四步工作流,每步带验收标准。

把零散出差记录归档成可报销、可汇报的行程报告:行程、凭证、结论与风险一次理清,附凭证缺口清单。 Turn scattered travel records into a reimbursement- and report-ready itinerary with trips, receipts, conclusions, risks, and missing-document flags.

把脏 CSV 清洗成可分析的数据集:乱码、空值、重复与格式冲突逐项排查,给出结论先行的人话版处理步骤。

把复杂命令行重构为新手可用的模板包:场景、命令与白话解释一次给齐,附环境检查与排错入口。 Refactor complex command lines into beginner-friendly template packs with scenarios, commands, plain-language explanations, environment checks, and troubleshooting.

把课程主题变成可直接开讲的课件大纲:章节、学习目标、互动环节与交付物一次理清,附可复用模板与分工表。 Turn a course topic into a teachable outline with chapters, objectives, activities, deliverables, reusable templates, and task assignments.

把会议目标变成可执行的议程:议题、时长、发言人与决策项一次排清,附超时预案与会后行动清单。 Turn meeting goals into an executable agenda with topics, durations, speakers, decisions, overrun plans, and action items.

把零散用户反馈归档成可执行的处理台账:问题分级、责任归属与闭环期限一次理清,附重复项合并规则。 Turn scattered user feedback into an actionable log with severity, ownership, close dates, and duplicate-merge rules.

把选题变成小红书爆款标题与笔记框架:钩子、关键词、封面文案一次给齐,附避坑清单与多版本备选。 Turn topics into Xiaohongshu headlines and note structures with hooks, keywords, cover copy, pitfalls, and multiple variants.

复盘网站 SEO 关键词表现:排名、点击、转化与竞品差距逐项分析,输出保留/优化/放弃清单。

审计并加固 Agent 工具调用协议:参数、返回结构、异常处理与绕过风险逐项检查,输出拦截/放行清单。

把产品卖点写成能开口念的口播文案:钩子、节奏、时长与转化话术一次给齐,附停顿与重音标记。 Turn product benefits into natural voiceover scripts with hooks, pacing, duration, conversion language, pause cues, and stress marks.

把模糊目标变成可执行的学习计划:拆解知识点、排期与每日练习,附过关标准,教练式一次只讲一个概念。 Turn vague goals into an actionable study plan with knowledge points, scheduling, daily practice, and clear pass criteria.

把零散工作记录汇总成结论先行的项目周报:进度、数据、风险与下周计划一次理清,自动标出需要决策的事项。 Turn scattered work updates into a conclusion-first weekly report covering progress, data, risks, next week, and decisions needed.

按品牌一致性清单审查插画风格:线条、配色、构图与人物比例逐项打分,输出问题分级与改版建议。 Review illustration style against a brand consistency checklist: line, color, composition, and proportions, with severity ratings and revision advice.

把项目环境变量整理成可维护文档:名称、用途、默认值与必填性逐一说明,附敏感项标记和接入指南。 Turn environment variables into maintainable documentation covering name, purpose, default, and required status, with sensitive flags and setup instructions.

把仓库现状变成可运行的CI流水线:选型、阶段拆分、触发条件与缓存策略,附安全加固清单和失败排查手册。 Turn your repository's current state into a working CI pipeline with tooling, stages, triggers, and caching, plus security hardening and troubleshooting guides.

把调研目标变成可上线的问卷:设计题目、选项与跳转逻辑,附信效度自检清单、投放节奏与回收后的可视化分析框架。 Turn research goals into launch-ready questionnaires with questions, options, and skip logic, plus validity checks, fielding cadence, and a visualization framework.

校验销售报表的数字与口径:核对合计、环比、分类占比与异常值,输出可信度评级与复核清单,防止错数进会议。 Validate sales-report figures and definitions: totals, period-over-period changes, category share, and outliers, with a confidence rating and recheck list.

把口头经验变成可执行的SOP:分步骤、配检查点、标负责人与异常处理,附模板与新人上手清单。

评测AI对话流程的每一轮:检查回复质量、转折处理与目标达成,输出评分卡与改进清单,适合调Prompt和验收。

按品牌一致性清单评审品牌手册:颜色、字体、语气与应用场景逐项打分,输出问题分级与改版建议。 Review brand books against a consistency checklist: color, typography, tone, and applications, with severity ratings and revision guidance.

把写好的演讲稿改成能讲出口的版本:短句、口语化、留气口,附停顿与重音标记,并给3分钟与10分钟两个版本。 Rewrite speeches into spoken-ready versions with short sentences, natural delivery, breathing points, stress marks, and 3- and 10-minute cuts.

把错题变成提分清单:归类错因、生成同类变式题与间隔复习表,盯住薄弱点直到不再错。 Turn mistakes into higher scores: categorize causes, generate similar practice items, and build a spaced-review table until weak points stop recurring.

让测试用例持续有效:检查覆盖盲区、失效用例与执行频率,输出监控清单与维护节奏,防止回归漏测。 Keep test cases effective by checking coverage gaps, stale cases, and run frequency, then output a monitoring list and maintenance cadence.

把零散待办变成会提醒的清单:按时段与场景排优先级,生成提醒文案与跟进节奏,减少遗忘与拖延。 Turn scattered to-dos into a reminder-ready list, prioritized by time and context, with reminder copy and follow-up cadence.

把待办事项按风险督办:识别延期隐患、划分责任人、给出排查清单与升级路径,让问题在变大前被看见。 Supervise pending work by risk: spot delay risks, assign owners, and produce checklists and escalation paths before problems grow.

把用户画像变成可监测的指标:定义分层、行为特征与漂移预警,输出画像监测清单与更新节奏。 Turn user personas into monitorable metrics with segments, behavioral signals, drift alerts, and an update cadence.

把分散业务指标聚合成一张可读看板:定义核心口径、分组聚合与异常规则,输出看板结构与解读要点。 Turn scattered business metrics into one readable dashboard with clear definitions, grouped aggregation, anomaly rules, and interpretation notes.

把难开口的沟通变成可排练的话术:场景拆解、多版本说法与对方反应模拟,附关键句与避雷点。 Turn difficult conversations into rehearsable scripts with scenario breakdowns, alternate phrasing, and response simulation, plus key lines and pitfalls to avoid.

按人数、忌口、预算与冰箱食材定制菜谱:给出备菜清单、做法要点与替换方案,附过敏与储存提醒。 Customize recipes by headcount, dietary restrictions, budget, and pantry items, with prep lists, key techniques, substitutions, and allergy/storage notes.

把Agent输出校验规则编排成分步工作流:先定义合格标准,再逐层检查格式、事实与边界,输出拦截/放行清单。

把收件箱邮件自动分类并生成回复草稿:区分待办、通知、推广与垃圾,每类给出处理优先级与模板,支持中英双语。 Automatically classify inbox email and draft replies for tasks, notifications, promotions, and spam, with priority handling and bilingual templates.

把行业研报拆解成可验证的归因链:数据口径、驱动因素、置信度与反方观点逐条标注,避免照单全收。 Break industry reports into verifiable attribution chains: data definitions, drivers, confidence, and counterarguments, flagged item by item.

按可用性清单审查原型线框:信息层级、导航、状态反馈与边界情况逐项检查,输出问题分级与修改建议。 Review wireframes against a usability checklist: hierarchy, navigation, feedback, and edge cases, with severity ratings and concrete fixes.

安全迁移项目环境变量:盘点旧配置、识别敏感项、生成.env与CI密钥对照表,带遗漏检查与回滚方案。

校验A/B实验的数据质量与结论:样本量、显著性、辛普森悖论与偷看风险逐项检查,给出可信度评级与复算清单。 Validate A/B test data quality and conclusions: sample size, significance, Simpson's paradox, and peeking risks, with a confidence rating and recheck list.

把阅读笔记变成可自测的测验:按要点出题、配答案与解析、标注掌握程度,让读过的内容真正记住。 Turn reading notes into self-grading quizzes with key-point questions, answers and explanations, and mastery tracking so what you read actually sticks.

把冗长复盘压成结论先行的精炼总结:保留数据、教训与行动项,删掉流水账与空话,字数砍半信息不丢。 Compress long retros into conclusion-first summaries, keeping data, lessons, and actions while cutting filler and fluff.

把K线形态复盘成新手能看懂的结构化结论:形态证据、量能确认、风险提示与操作边界,只教方法不荐股。 Turn K-line patterns into beginner-friendly structured conclusions with pattern evidence, volume confirmation, risk warnings, and action boundaries—method only, never stock picks.

把零散信息收成结构化报告:先澄清目标、补齐缺项,再按结论先行输出证据、风险与建议,避免遗漏关键信息。 Turn scattered information into a structured report: clarify goals, fill gaps, then present evidence, risks, and recommendations conclusion-first.

把成本预算做成可加固的分步工作流:逐项核对输入、动作与验证方式,标注待确认数据,输出可汇报的预算方案。 Turn a cost budget into an auditable step-by-step workflow that checks inputs, actions, and verification rules, flags unconfirmed data, and produces a report-ready plan.

为宠物主制定结构化护理计划:喂养、疫苗驱虫、体检、行为训练与应急安排,带时间节点与风险提醒。 Create a structured pet-care plan covering feeding, vaccination and parasite control, checkups, behavioral training, and emergencies, with timeline and risk reminders.

按变更内容生成规范提交信息:类型、范围、要点与破坏性变更标注。 Turn a change description into a Conventional Commit message with type, scope, key points, and breaking-change flags.

把分散行为日志聚合成可读看板:事件、漏斗、路径与异常一次汇总。 Turn scattered behavior logs into a readable dashboard of events, funnels, paths, and anomalies.

把零散报销单据整理成标准表:分类、金额、日期、缺件与提交顺序。 Turn scattered reimbursement documents into a standard table with category, amount, date, missing fields, and submission order.

按识别性、延展性与品牌匹配评审 Logo 草图,输出问题清单与修改方向。

按评分标准批改作业,给出错因讲解、订正示范与同类练习。 Grade homework against scoring standards and provide cause explanations, corrected examples, and similar practice.

把冗长脚本压缩到目标时长,保留钩子、节奏与转化点,输出逐段删改说明。 Cut long scripts to the target length while keeping hooks, pacing, and conversion points, with line-by-line edits.

为关键宏观指标设置预警:阈值、频率、影响传导与触发后的动作清单。 Set alerts for key macro indicators with thresholds, frequency, transmission effects, and post-trigger actions.

审计 Agent 输出校验规则:覆盖盲区、误拦截与绕过风险,输出加固清单。

按作息目标与时间约束生成健康日程:睡眠、运动、饮食与提醒。 Create a healthy daily schedule around sleep, exercise, meals, and reminders based on your goals and time constraints.

逐项审校产品详情页:卖点、结构、合规与转化,输出修改清单与改写版。 Proofread product pages item by item for benefits, structure, compliance, and conversion, with a fix list and rewritten copy.

按语气与目标生成邮件回复:明确立场、跟进项与下一步,支持中英双语。 Generate email replies by tone and objective, with a clear position, follow-ups, next steps, and bilingual support.

按风险场景生成应急预案:触发条件、处置步骤、负责人与演练安排。 Generate contingency plans for risk scenarios with triggers, response steps, owners, and drill arrangements.

复查学习计划的可行性:时间、精力与目标匹配,输出调整建议与新计划。 Review whether a study plan is feasible against time, energy, and goals, then recommend adjustments and a revised plan.

把留存数据整理成可分析模型:队列定义、分层维度与预测目标一次定清。 Organize retention data into an analysis-ready model with cohort definitions, segmentation dimensions, and forecast targets.

逐项审查构建脚本:依赖、缓存、安全与可复现性,输出风险清单与修复建议。 Review build scripts item by item for dependencies, caching, security, and reproducibility, with a risk list and fixes.

按品牌气质与场景构思字体搭配方案,输出组合、替代方案与使用禁忌。 Create font-pairing options matched to brand personality and context, with combinations, alternatives, and usage cautions.

把竞品监测数据复盘成策略结论:机会、威胁、差距与下周期动作。 Turn competitor monitoring data into strategic conclusions: opportunities, threats, gaps, and next-cycle actions.

把模型评测结果编排成结论先行的报告:指标对比、失败案例与改进优先级。 Turn model evaluation results into a conclusion-first report with metric comparisons, failure cases, and improvement priorities.

按尺寸、受众与按钮目标生成 Banner 文案方案:主标、副标、CTA 与字号建议。

按房间与物品生成收纳方案,并带执行提醒:先做什么、丢什么、买什么。 Create room-by-room storage plans with execution reminders: what to do first, what to discard, and what to buy.

在不丢核心信息的前提下压缩公众号文章:删冗余、拆长句、提观点。 Tighten WeChat articles without losing core information: remove redundancy, shorten long sentences, and sharpen the point.

把项目依赖整理成带用途、版本、风险与升级建议的可维护文档。 Turn project dependencies into maintainable documentation with purpose, version, risk, and upgrade guidance.

把盘面信号整理成可回测的策略假设,输出回测口径、样本与风险提示。 Turn market signals into backtestable strategy hypotheses with backtesting scope, samples, and risk warnings.

对比不同版本、渠道与人群的留存曲线,输出差异、归因与优化建议。 Compare retention curves across versions, channels, and audiences, with differences, attribution, and optimization advice.

把模糊目标拆成可执行任务:里程碑、依赖、负责人与验收标准一次理清。 Break fuzzy goals into executable tasks with milestones, dependencies, owners, and acceptance criteria.

把面试笔记整理成可复习的问答卡片:题目、框架、要点与自测清单。 Turn interview notes into reviewable Q&A cards with questions, frameworks, key points, and self-check lists.

把裂变活动方案转成可执行的测试计划:假设、指标、样本、对照组与判定标准。 Turn a viral campaign plan into an executable test with hypothesis, metrics, sample, control group, and success criteria.

把流水账式复盘改写成结论先行、含数据、教训与行动项的可用总结。 Rewrite stream-of-consciousness retros into conclusion-first summaries with data, lessons, and action items.

把高频面试题拆成回答框架、范例答案与追问应对,并给出表达练习步骤。 Break high-frequency interview questions into answer frameworks, sample responses, and follow-up handling, plus speaking-practice steps.

为产品设计统一的图标规范:风格、网格、颜色、尺寸与命名约定一次给齐。 Define one icon system for your product: style, grid, color, size, and naming conventions in a single guide.

按预算、人数与场景推荐节日活动方案,输出流程、物料与分工清单。 Recommend holiday activity plans by budget, headcount, and scenario, with flow, materials, and task lists.

把晦涩的金融风险指标翻译成人话，给出阈值含义、联动关系和预警动作。 Translate opaque financial risk indicators into plain language with threshold meanings, relationships, and alert actions.

规划 Docker 镜像跨仓库、跨架构与跨主机迁移,输出步骤、风险与回滚方案。

把粗糙的短视频脚本改写成有钩子、节奏和转化点的可拍版本。 Rewrite rough video scripts into shoot-ready versions with hooks, pacing, and conversion points.

设计多 Agent 协作编排方案，输出角色、流程、交接与质量检查清单。

把销售数据整理成可视化看板与图表说明，自动提炼趋势、异常与行动建议。 Turn sales data into a visual dashboard with chart explanations, plus automatically extracted trends, anomalies, and actions.

持续监测竞品动态，结构化输出定位、定价、渠道与内容策略的变化和应对建议。 Continuously monitor competitor moves and turn changes in positioning, pricing, channels, and content into structured responses.

诊断 Docker 镜像体积与构建问题，输出分层优化、多阶段构建与安全加固方案。

识别并分类报销单据，输出费用类别、金额与合规检查清单。 Identify and classify expense documents, then output expense categories, amounts, and a compliance checklist.

模拟信息收集过程，梳理数据源、提问清单与验证步骤，避免遗漏关键信息。 Simulate an information-gathering process with data sources, question lists, and validation steps so key information is not missed.

为公众号文章生成配图提示词并排版成可直接交给图像模型的规格清单。 Generate image prompts for WeChat articles and format them into a ready-to-use spec list for image models.

为搬家、装修与新居布置生成完整清单并核对遗漏项的生活整理技能。 Create complete checklists for moving, renovation, and home setup, with a gap check for missed items.

在 Cursor 中为团队协作生成并审计结构化的 Agent 编排模板与交付物。 Generate and audit structured agent orchestration templates and deliverables for team collaboration in Cursor.

聚合多组实验数据与报告，自动提炼结论、证据、风险与下一步行动的结构化分析器。 Aggregate multiple experiment datasets and reports into structured conclusions, evidence, risks, and next actions.

针对企业级生产环境的字体搭配规则化检查器，提供结构化的验证逻辑与补救措施。 A rule-based checker for enterprise font pairings, with structured validation logic and concrete remedies.

面向时间紧张的学习者，生成按优先级排序的冲刺计划的结构化备考分析器。 A structured exam preparation analyzer that generates prioritized sprint plans for time-constrained learners.