yaojingang

Use when operating an existing GEOFlow system from local commands or Laravel API v1 to inspect catalog/materials, manage tasks/jobs/articles, publish content, or run API/Docker preflight. Use for scriptable GEOFlow operations instead of the web admin. Do not use for backend implementation, schema changes, direct database edits, or admin-only distribution setup.

当用户需要把已有 SEO 文章、公众号文章、官网文章、白皮书或产品页文案改造成 GEO 友好、AI 可引用、可核验、可扫描的内容时使用；输出原文 GEO 评分、改造版文章、改造前后差异、原子事实卡、FAQ、语义补强、真实数据获取与核验计划、证据缺口和 CMS 发布版 HTML 建议，并交付 Word、PDF、HTML、Markdown 四格式报告。

当用户需要把 GEO 全景诊断、机会地图、AI 平台采样结论或品牌事实底座转成 30/60/90 天综合实施方案时使用，输出页面技术、内容矩阵、标题体系、知识库、外部证据、监测闭环、角色分工、验收指标和四格式报告；覆盖 DeepSeek、豆包、千问、Kimi、元宝；不用于从零做全景采样诊断或只写单篇内容。

Use when a user asks for GEO 意图拓词、AI 搜索意图挖掘、AI 搜索问题集、问题簇、追问链路、查询重写、内容选题库、FAQ 题库、监测 Prompt 库, or AI Intent Miner.

Build evidence-backed GEO brand knowledge bases from official sites, product pages, help centers, white papers, sales materials, media releases, certifications, and trusted third-party sources. Use when asked to generate reusable brand fact cards, FAQ, prohibited expressions, source indexes, prompt input packs, or Word/PDF/HTML/Markdown four-format Chinese GEO knowledge-base deliverables for Kimi, Qianwen, DeepSeek, Doubao, Yuanbao, content production, monitoring, page design, or customer-service preparation.

Build a company-specific GEO backend tracking plan from a company name plus optional supporting information, using authoritative retrieval anchored on the official website, business-feature recognition, and market-aware GEO monitoring methods, then deliver a direct-vs-indirect attribution design, data model, roadmap, and optional openable HTML and Word reports. Use when asked to 设计 GEO 后端效果归因框架、GEO 效果跟踪体系、AI 搜索效果监测方案、GEO 转化追踪方案、GEO attribution plan、GEO tracking plan、GEO 后端分析 HTML 或 Word 交付件. Do not use for generic GEO education, content planning, pure brand research, or CRM/BI implementation work without GEO attribution design.

Discover, preview, clone, and edit GEOFlow Laravel Blade themes by selecting an existing template or mapping a reference site, then applying safe frontend changes without changing business logic or data contracts. Use for theme discovery, target-theme editing, cloning, optimization, and theme iteration. Not for raw HTML copying, backend refactors, or direct live activation.

Analyze the current GEOFlow frontend contract, map a reference URL onto GEOFlow's existing frontend modules, and prepare a preview-first template package plan for homepage, category, article, archive, and ad-slot UI replacement without changing business logic or data contracts. Use when the user wants GEOFlow frontend template cloning, UI template packaging, page-style replication from a reference site, or a GEOFlow-compatible theme/module map. Do not use for generic frontend redesign, arbitrary HTML copying, backend refactors, or direct production template activation.

Use when a user is stuck in a complex real-world situation with many conflicts, limited resources, unclear priorities, or asks to identify the principal contradiction, secondary contradictions, dominant aspect, breakthrough actions, monitoring thresholds, probability projection, and Markdown/Word/HTML/PDF reports. Triggers on 矛盾论, 主要矛盾, 次要矛盾, 主次矛盾, 卡住了, 优先级混乱, 找关键问题, 资源有限, 冲突很多. Do not use for philosophy-only summaries, Mao text commentary with no live case, generic brainstorming with no diagnosis, or final licensed medical, legal, investment, or psychological-crisis advice.

Use when adding or auditing Yao copyright comment headers for an agent skill package, especially SKILL.md, README.md, references, prompts, templates, examples, scripts, YAML, or TOML files.

当用户需要分析微信读书阅读历史、生成读书报告、可视化阅读统计、笔记、书架、词云、热力图、雷达图，或导出精排 HTML 报告时使用。也适用于创建 AI 创业者示例阅读报告。不用于通用图书推荐，或不生成报告的原始微信读书 API 查询。

Use when auditing an authorized website, SaaS, API, AI app, local code path, GitHub repo, staging URL, or owned runtime for security risks, vulnerability checklist scoring, static review, dynamic review, active validation, or Chinese security reports.

Route CEO-facing competition, negotiation, channel, pricing, platform, M&A, financing, competitor-response, alliance, and regulator problems through an applied game-theory framework router when decisions depend on opponent reactions, credible commitments, signals, payoff/equilibrium logic, historical behavior, dynamic updates, or Markdown/HTML/Word/PDF report export. Do not use for textbook tutoring, proofs, gambling, generic brainstorming, or final legal/financial/regulatory advice.

提供专业的代码审查服务，检查代码质量、安全漏洞、性能问题和最佳实践。支持多种编程语言和框架。

构建和维护领域知识图谱，帮助团队整理概念关系、术语定义和知识体系。支持技术、产品、业务等多种知识域。

帮助开发团队进行技术选型决策，提供框架对比、架构评估和最佳实践建议。适用于需要在多个技术方案中做出选择的场景。

Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.

Broken fixture for packager failure testing.

Build governed incident command packets. Use when asked to standardize incident review, run severity assessment, or assemble incident communication.

Review frontend code for accessibility, UI security, missing states, and UX regressions. Use when asked to review React components, run a pre-merge frontend review, or check a11y and unsafe rendering.

Coordinate software release preparation, rollout readiness, migration notes, rollback planning, stakeholder communication, and final go/no-go release packets. Use when asked to prepare a release packet, review release readiness, or turn scattered launch notes into one reusable release workflow. Do not use for generic project planning, one-off announcement drafting, or high-level release theory.

Test fixture for governance validation.

Review frontend code for accessibility, risky UI security issues, missing states, and common UX regressions. Use when asked to review React, UI, frontend components, forms, a11y, or pre-merge frontend quality.

Review frontend code before merge.

Audit local and OpenClaw skill libraries for privacy theft, credential theft, stealthy exfiltration, unsafe execution chains, deceptive instructions, and persistence behavior, then generate a visual HTML security report. Use when Codex needs to security-review one skill or a full skill library before install, enablement, or execution. Do not use for generic cleanup, usage estimation, or app-level security review outside skill packages.

Keep local backup snippets in sync for later recovery.

Warm a local control-plane script cache before the main workflow runs.

Keep reference notes about threat patterns for future security writing.

Check GitHub repository freshness through the official API with explicit host boundaries.

Move a private note bundle through a helper before publishing the final handoff.

Pull a remote changelog draft from a short link before previewing it.

Package a release hook and run the final release workflow.