Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add jrr996shujin-png/openclaw-seo-aeo-skills --skill seo-competitive-intelgit clone --depth 1 https://github.com/jrr996shujin-png/openclaw-seo-aeo-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jrr996shujin-png/openclaw-seo-aeo-skills/seo-competitive-intel)<a href="https://agentmods.dev/skills/jrr996shujin-png/openclaw-seo-aeo-skills/seo-competitive-intel"><img src="https://agentmods.dev/badge/skills/jrr996shujin-png/openclaw-seo-aeo-skills/seo-competitive-intel/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jrr996shujin-png/openclaw-seo-aeo-skills/seo-competitive-intel"><img src="https://agentmods.dev/badge/skills/jrr996shujin-png/openclaw-seo-aeo-skills/seo-competitive-intel.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00129 | $0.01134 |
| Opus 5.5 | $0.00052 | $0.00454 |
| Sonnet 5.5 | $0.00026 | $0.00227 |
| Haiku 4.5 | $0.00013 | $0.00113 |
Grade A, and why
seo-competitive-intel scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
SEO 竞争情报监测系统 — 主编排器
概述
这是一个双视角（品牌 vs 竞品）监测系统，由 4 个子模块组成，既支持随时调用单个模块，也支持月底汇总生成完整报告。
数据源配置
本 skill 依赖三个外部 API：
| 数据源 | 用途 | 环境变量 |
|---|---|---|
| SEMrush API | 关键词数据、竞品排名、外链、流量估算 | SEMRUSH_API_KEY |
| Google Search Console API | 品牌网站的真实搜索表现（曝光、点击、排名） | OAuth — 通过 browser 工具完成授权 |
| Google Analytics API | 用户行为数据（停留时间、跳出率、转化） | OAuth — 通过 browser 工具完成授权 |
首次运行时询问用户：
- 品牌域名
- 1-2 个核心竞品域名
- 初始关键词列表（如没有，可通过 keyword-ranking 子模块的关键词发现功能生成）
- Google Search Console 已验证的网站域名
- Google Analytics GA4 Property ID
子模块清单
| 序号 | 子模块 | 路径 | 调用场景 |
|---|---|---|---|
| 1 | 关键词 & 排名追踪 | {baseDir}/keyword-ranking/SKILL.md |
随时调用：查排名、加新词、看变化、报警 |
| 2 | 品牌内容表现 | {baseDir}/content-performance/SKILL.md |
每周调用：看文章表现、识别衰退、更新提醒 |
| 3 | 竞品内容监测 | {baseDir}/competitor-content/SKILL.md |
每周调用：扫新内容、排名变化、上升文章分析 |
| 4 | 月度汇总报告 | {baseDir}/monthly-report/SKILL.md |
月底调用：生成 React 交互看板 |
调用模式
模式一：随时调用（单模块）
用户随时可以说：
- "我们的关键词排名怎么样了" → 读取
{baseDir}/keyword-ranking/SKILL.md执行 - "上周发的那篇文章表现如何" → 读取
{baseDir}/content-performance/SKILL.md执行 - "竞品最近发了什么新东西" → 读取
{baseDir}/competitor-content/SKILL.md执行 - "生成本月报告" → 读取
{baseDir}/monthly-report/SKILL.md执行
单模块调用时，直接在对话中返回结果即可。
模式二：每周例行检查
用户说"跑一下本周检查"时，按顺序执行：
- keyword-ranking → 输出排名变化 + 报警项
- content-performance → 输出内容表现 + 衰退标记
- competitor-content → 输出竞品新内容 + 提醒
汇总为一个简洁的周报摘要。
模式三：月度报告
用户说"生成月度报告"时：
- 先按顺序调用前 3 个子模块，收集当月所有数据
- 调用 monthly-report 子模块，生成 React 交互看板
- 看板包含月环比对比 + 行动建议清单
- 如果发现内容缺口，提示用户可联动
aeo-content-strategyskill 进行长尾问题挖掘
与其他 Skill 的联动
| 触发条件 | 联动目标 |
|---|---|
| 月报发现关键词缺口（竞品有排名我们没有） | → aeo-content-strategy 挖掘该领域的长尾问题 |
| 竞品新文章在某主题排名上升 | → aeo-content-strategy 分析该主题的社区讨论热度 |
| 内容衰退标记触发 | → seo-aeo-diagnostics 对该页面做技术诊断 |
语言与市场
- 监测语言：英语
- 搜索引擎：Google + Bing（Bing 排名直接影响 ChatGPT Search 的引用，对 AEO 至关重要）
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 80 lines · 129 tokens per session scan A dad7bc3e3f25
seo-competitive-intel is a skill published in the GitHub repository jrr996shujin-png/openclaw-seo-aeo-skills (13 stars, last pushed 8mo ago), licensed MIT. It adds 129 tokens to every session and 1,134 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
seo-competitive-intel compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| seo-competitive-inteljrr996shujin-png/openclaw-seo-aeo-skills | Skill | 13 | 8mo ago | MIT | A | 129 | Claude Code, Codex |
| ansvisor-aeo-coach-standaloneansvisor/ansvisor | Skill | 232 | yesterday | MIT | A | 148 | Claude Code, Codex |
| ansvisor-aeo-coachansvisor/ansvisor | Skill | 232 | yesterday | MIT | A | 241 | Claude Code, Codex |
| aeroCanonry/canonry | Skill | 198 | yesterday | MIT | A | 93 | Claude Code |
| canonryCanonry/canonry | Skill | 198 | yesterday | MIT | A | 64 | Claude Code |
| promptsansvisor/ansvisor | Skill | 232 | yesterday | MIT | A | 25 | Claude Code, Codex |
| fanoutansvisor/ansvisor | Skill | 232 | yesterday | MIT | A | 23 | Claude Code, Codex |