pr-automation

Three-mode translation skill: **quick** for direct translation, **normal** for analysis-informed translation, **refined** for full publication-quality workflow with review and polish.

Structure the invention into a formal disclosure based on: **$ARGUMENTS**

Assess patentability of: **$ARGUMENTS**

> Override for Codex users who want **Gemini**, not a second Codex agent, to act as the reviewer. Install this package **after** `skills/skills-codex/*`.

Draft a grant proposal based on: **$ARGUMENTS**

Write the patent specification based on: **$ARGUMENTS**

Analyze PR review comments from a GitHub PR URL. Fetch review comments, verify each finding against the actual codebase, assess validity (correct/incorrect/partial), present a structured summary with recommended actions, and optionally reply to each comment on GitHub. Use when given a PR review URL or when asked to check/analyze PR feedback.

Quality assurance system that verifies deliverables match user requirements and execution plans. Features: (1) Auto-Memory - record conversations and tasks, (2) Double Check - verify deliverables in 3 scenarios: plan confirmation, post-delivery verification, user-triggered check, (3) Idle Reflection - periodic review and lesson extraction. Triggers on 'double check it', 'dc it', 'what's wrong', '再检查一下', '到底怎么回事'.

GitHub Trending查看、项目搜索、Star/Fork/Watch操作、Issues管理、Pull Request操作、代码内容获取、评论管理等完整助手。当用户需要查看GitHub Trending排行榜、搜索GitHub项目、对仓库进行操作、管理Issues/PR、获取代码内容时使用此技能。

**A comprehensive guide for AI agents performing code reviews**, organized by priority and impact.

SlowMist AI Agent Security Review — comprehensive security framework for skills, repositories, URLs, on-chain addresses, and products (Claude Code version)

AI/ML 人才搜索、论文作者发现、实验室成员爬取、GitHub 研究者挖掘与个性化招聘邮件生成 skill。只要用户提到查找 AI/ML PhD、研究员、工程师，抓取实验室成员、OpenReview/CVF 会议作者、GitHub 网络研究者，提取主页/Scholar/GitHub/邮箱/研究方向，识别华人、分类去重，或把结果导入飞书多维表格并批量生成邮件，就应该优先使用这个 skill；即使用户没有明确说“使用 Mapping-Skill”，只要任务属于这些复合工作流，也应触发。

Everything Claude Code (ECC) system integration - 30 agents, 77 rules, 12 languages, 4 iron laws, TDD workflow, verification gates

绩效面谈报告、OKR对齐度检测、校准辅助

自动化 GitLab MR 代码审核流水线。使用 AI 对 MR 进行代码审查，生成报告并邮件发送给提交人。

Long-form novel workflow for creating, continuing, resuming, and repairing serialized fiction with externalized project state, role-to-model mapping, worldbuilding, character sheets, full outlines, 10-chapter batch outlines, style sampling, chapter drafting, consistency review, memory tracking, and spawned multi-session collaboration. Use when the user asks to start a novel project, continue or resume a draft, recover from truncation, assign models to roles, generate canon or chapters, review for consistency, or maintain a long-running fiction project across many chapters. Supports single-agent or multi-agent execution, with multi-agent as the default; when multi-agent is selected, first surface the available model inventory and the novel-writing role list, then ask the user for an explicit role→model mapping before any canon work. Once the user has provided the mapping, persist it in project state and drive stage work with `sessions_spawn` using the mapped roles rather than treating the mapping as passive metadata. The main session may only create the project shell and route work; it must not author canon files.

Security guard for OpenClaw skills, developed and maintained by rose北港（小红帽 / 猫猫帽帽）. Audits installed or incoming skills with local rules plus Zenmux AI intent review, then recommends pass, warn, block, or quarantine.

淘宝/天猫商品评价分析，提取用户真实反馈，发现质量问题和卖点。适合电商卖家、选品分析、市场调研。

Generate Xiaohongshu (小红书/RED) content optimized for the platform's CES algorithm. Use when: (1) creating xiaohongshu/小红书 posts, (2) writing Chinese social media content for RED, (3) generating content with xiaohongshu SEO optimization, (4) planning xiaohongshu content calendars. Supports diary-style, tutorial, review, and list formats with proper AI content labeling.

代码审查能力，调用CodeReviewer专家进行安全、性能、风格全面审查，输出问题列表和改进建议

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Drives the BillClaw local bookkeeping CLI against SQLite (db/expenses.db) via scripts/main.py JSON subcommands—add/query transactions, delete and category-merge with preview+confirm, user-defined categories, reports with chart PNGs, CSV export, and a local Flask dashboard. Use when the user tracks 记账/收支/账本, manages 分类, asks for 报表 or charts, wants to open the Web 看板, exports CSV, or mentions BillClaw or running main.py (root shim) / scripts/main.py.

梳理某个 Skill、脚本或工作流需要的权限，并提出最小权限替代方案。；use for permissions, least-privilege, security workflows；do not use for 绕过系统安全控制, 生成提权方法.

从评论、评价和反馈中提炼卖点、痛点、反对意见与应删除的话术。；use for reviews, voice-of-customer, marketing workflows；do not use for 造假好评, 泄露用户身份.

从剪贴板读取审稿意见、导师批注或评审反馈，生成逐条回复、修改计划与优先级建议。

在执行 shell 方案前检查危险模式，如 pipe-to-shell、覆盖式删除、危险重定向或混淆执行。；use for shell, security, command-review workflows；do not use for 提供攻击性命令, 帮用户绕过限制.

Convert a syllabus, exam scope, or course notes into a revision calendar

Turn scattered notes, metrics, and unfinished tasks into a weekly operating

汇总本周完成、阻塞、经验教训与下周计划，形成管理层版和执行版摘要。；use for weekly-review, planning, retrospective workflows；do not use for 杜撰完成项, 替代工时系统.

vwu.ai 平台上的 gemini 模型调用技能。

vwu.ai 平台上的 veo 模型调用技能。

Upload any contract or legal document and get a structured risk analysis with flagged clauses, plain-language explanations, and negotiation suggestions.

AI短剧内容基因检测。零依赖可用：AI直接分析版权疑似、年龄分级违规、小说魔改程度，输出结构化风险图谱。可选配 Python 环境启用三重相似度算法（n-gram / 编辑距离 / TF-IDF）提升精度。结果仅供内容审核参考，不构成法律意见。

门诊慢病审核（糖尿病/高血压）。输入 OCR 结果数组 JSON，输出审核结论与原因（原始 JSON + 自然语言结论）。

重大疾病理赔智能评估（支持 28 种病种）。输入住院病历结构化数据，调用内网评估接口，输出原始 JSON 与自然语言结论（结论 + 证据）。

This skill should be used when working with memory-lancedb-pro, a production-grade long-term memory MCP plugin for OpenClaw AI agents. Use when installing, configuring, or using any feature of memory-lancedb-pro including Smart Extraction, hybrid retrieval, memory lifecycle management, multi-scope isolation, self-improvement governance, or any MCP memory tools (memory_recall, memory_store, memory_forget, memory_update, memory_stats, memory_list, self_improvement_log, self_improvement_extract_skill, self_improvement_review).

Three-tier code quality defense: L1 quick scan, L2 deep audit (via bug-audit), L3 cross-validation with adversarial testing. 三级代码质量防线。

Expand a structured brief in `content-production/inbox/` into a reusable long-form markdown article draft, then run a local writer / critic / judge quality loop with a constrained humanization pass. Use when Codex needs a stage-1 article draft plus reusable writing sidecars for downstream `generate-image` and `wechat-formatter`.

Sync a local `wechat-report` result into Feishu Bitable after the user has reviewed the report and confirmed the sync.

Short video script generator. 短视频脚本生成器、视频脚本、抖音文案、抖音脚本、快手脚本、口播稿、视频拍摄脚本、YouTube脚本、YouTube Shorts脚本、B站脚本、bilibili脚本、分镜脚本、视频大纲、视频文案、短视频创作、Reels脚本、TikTok脚本、vlog脚本、带货脚本、种草视频脚本、系列视频规划、视频数据复盘、完播率分析、前3秒钩子。Generate complete video scripts with hooks, outlines, titles, tags, CTA, storyboards, series planning, and data review. Use when: (1) creating short video scripts for any platform, (2) writing口播稿/talking-head scripts, (3) generating viral video titles, (4) planning video outlines and storyboards, (5) writing opening hooks (first 3 seconds), (6) generating CTA/ending prompts, (7) planning video series, (8) reviewing video performance data. 适用场景：写短视频脚本、拍摄脚本、口播文案、视频策划、爆款标题、开场钩子、结尾引导、完整分镜、系列规划、数据复盘。 Triggers on: video script creator.

Collect all customer reviews from an Amazon product URL or product-reviews URL through a logged-in Chrome session on port 9222, export a 14-column factual workbook, optionally fill translations through DeepLX, and then help the model tag the rows into a final delivery-ready spreadsheet. Use when the user sends an Amazon link and wants review scraping, competitor review analysis, review export, or a delivery-ready spreadsheet with usernames, review links, review time, helpful votes, translation, summary, sentiment, categories, and tags.

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Nightly memory consolidation and self-reflection for OpenClaw agents. Your agent dreams — reviewing sessions, organizing memories, pruning stale info, and reflecting on its own behavior. Works with any OpenClaw agent. Features: 5-phase dream cycle, safe 2-pass deletion, automatic backup, change gates (>50% blocked), gate check (24h + 5 sessions), growth notifications, old memory resurface, zero-config setup. Inspired by Claude Code Dream but open-source with real self-awareness. Use when: dream, memory, consolidation, self-reflection, agent identity, persistent memory, long-term memory, memory organization, nightly cleanup, memory management.

高精度论文检索与检阅系统，支持多源检索、智能筛选、结构化摘要、BibTeX 导出、CCF 评级与综合评分

Use this skill to audit CLI adapter projects (like opencli) for missing output fields, then batch-generate fixes and submit PRs. Turns AI agents into adapter quality reviewers.

Use `ship` to login, submit URLs, preview metadata, check versions, and self-update.

课程目标达成情况分析表生成工具 v5.3（仅供QZTC内部使用）。Generator+Reviewer双模式，支持Pipeline一键生成+审查。权重和目标配置均从模板动态读取。

仅供QZTC内部使用。教学工作手册生成工具 v5.3。Generator+Reviewer双模式，支持Pipeline一键生成+审查。

专业级合同风险审查工具，自动识别 20+ 类常见风险条款，给出修改建议和法律依据