migrating-latex-templates
智能迁移NSFC LaTeX标书到新版模板,基于五阶段工作流(分析→映射→规划→执行→验证),自动处理结构变化、内容重组、引用更新;支持AI驱动语义匹配与启发式回退,并提供 runs 输出隔离(--runs-root)与一键迁移脚本(migrate.s...
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智能迁移NSFC LaTeX标书到新版模板,基于五阶段工作流(分析→映射→规划→执行→验证),自动处理结构变化、内容重组、引用更新;支持AI驱动语义匹配与启发式回退,并提供 runs 输出隔离(--runs-root)与一键迁移脚本(migrate.s...
为 NSFC 正文"(三)研究基础"写作/重构,并同步编排"工作条件"和"研究风险应对",用证据链证明项目可行、资源条件对位研究内容、风险预案可执行。适用于用户要写/改"研究基础、前期工作、可行性分析、工作条件、平台团队、风...
当用户需要做系统综述/文献综述/related work/相关工作/文献调研时使用:AI 自定检索词,多源检索→去重→AI 逐篇阅读并评分(1–10分语义相关性与子主题分组)→按高分优先比例选文→自动生成"综/述"字数预算(70% 引用段 + 30% 无...
为 NSFC 正文"(二)研究内容"写作/重构,并同步编排"特色与创新"和"三年年度研究计划",输出可直接落到 LaTeX 模板的三个 extraTex 文件。适用于用户要写/改"研究内容、研究目标、关键科学问题、技术路线、创新点、三年计划/...
Extract text from PDF files, translate it to a target language, and save the result as a Markdown file. Use this skill when the user wants to translate a PDF document.
Build resilient systems that degrade gracefully under failure. Implement fallbacks, feature flags, and partial responses when dependencies fail.
Implement multi-tenant architecture with tenant isolation, data separation, and per-tenant configuration. Supports shared database and schema-per-tenant models.
Template-based AI prompt engine with YAML templates, brand kit injection, input sanitization for security, and token-efficient context blocks.
Heartbeat-based health monitoring for background workers with configurable thresholds, rolling duration windows, failure rate calculation, and stuck job detection.
Production email service with templates, queuing, and delivery tracking. Supports transactional emails, marketing campaigns, and webhooks.
Complete Stripe payments integration with subscriptions, webhooks, and customer portal. Use when adding billing to a SaaS application with subscription tiers, usage-based pricing, or one-time payments.
Brief description of what this skill does and when to use it. Be specific about capabilities and use cases to help agents decide when to load this skill.
External AI API integration with retry logic, rate limiting, content safety detection, and multi-turn conversation support for image generation.
AI generation provenance and audit trail tracking. Records decision factors, data lineage, reasoning chains, confidence scoring, and cost tracking for AI-generated content.
Multi-turn conversational AI for intent extraction, clarification, and generation readiness detection. Guides users through articulating creative intent with structured parameter extraction.
Cloud storage integration with signed URLs, visibility control, multi-tenant path conventions, and presigned uploads for direct client uploads.
Implement OAuth 2.0 social login with Google, GitHub, and other providers. Handles token exchange, user creation, and account linking.
Implement Server-Sent Events (SSE) for real-time updates with automatic reconnection and heartbeats. Use when building live dashboards, notifications, progress indicators, or any feature needing server-to-clien...
Production-grade WebSocket connection management with connection limits, user-to-connection mapping, ping/pong health verification, and automatic stale connection cleanup.
Social feed with batch queries, cursor pagination, trending algorithms, and engagement tracking. Efficient database queries for infinite scroll feeds.
OpenProse is a programming language for AI sessions. Activate on ANY `prose` command (prose boot, prose run, prose compile, prose update, etc.), running .prose files, mentioning OpenProse/Prose, or orchestratin...
Quadratic Programming (QP) — problem form and constraints. Domain concepts; no API or interface. QP is beta.
Updates the jj-lib and jj-cli dependencies. Use when asked to update the jj version.
Comprehensive global knowledge worker salary data with total market value calculations, sector breakdowns, geographic comparisons, and authoritative sources. USE WHEN discussing knowledge worker compensation, s...
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