Systematic backlink building for indie founders. 5-channel priority matrix: Wikipedia entities + PR/HARO + G2/Capterra + Reddit/Quora + generic. GEO + SEO ROI ranked.
GEO (Generative Engine Optimization) 引用追踪 + 优化。每周对 4 大 AI(Claude/GPT/Perplexity/Gemini) 跑固定查询,检测回答里是否引用 gingiris 域名。对未被引用的目标页补 Citable Statistics + llms.txt 条目。 当用户说"我有没有被 AI 引用"、"GEO 优化"、"llms.txt 更新"、"AI 引用追踪"时调用。
开源项目发布整合营销。覆盖 GitHub star 增长、KOL 合作、Reddit / HN / Discord / Telegram 社群分发、 多语言落地(中英日韩)。从 gingiris-opensource 提炼。适用场景:要发布一个开源项目, 想在 6 个月内冲 10k star,或已发布但流量卡住要破局。
Product Hunt 发布剧本。从 30x 日冠经验提炼的完整 GTM 流程:T-14 预热 → T-0 发布日 → T+7 post-launch。 覆盖 hunter 选择、maker comment、community seeding、评论节奏、防踩雷。当用户说"我要发 PH"、 "Product Hunt 准备"、"找 hunter"、"写 maker comment"时调用。
ASO(App Store Optimization)+ App 冷启动。覆盖关键词研究、metadata 优化、UGC 创作者矩阵、 TikTok 投流、AI 多账号矩阵、多语言本地化。从 gingiris-aso-growth 提炼。
B2B SaaS 全生命周期增长。从 PMF 验证到 $10M ARR 的完整路径。覆盖 PLG / SLG 选型、 客户访谈、联盟营销、渠道合作、Enterprise sales。整合 HeyGen、Deel、Vercel、Supabase、AWS 案例。 从 gingiris-b2b-growth 提炼。
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Iris / Gingiris 的出海增长工具箱 —— 把 6 个 gingiris-* playbook repo + 每日运营脚本 + 60 篇博客实战经验,打包成 Claude Code skills。
作者:Iris · Gingiris 博客
所有内容开放,可以整套装,也可以只拿一部分。Skill、知识包、原子库、单个脚本都能单独用。
| Skill | 做什么 |
|---|---|
/gr | 主入口,根据你的问题自动路由 |
/gr-seo-patrol | 每日 SEO/GEO 巡逻 — SERP 追踪、canonical 修复、社媒雪崩救援 |
/gr-blog-post | Jekyll 博客发布 — Iris 文风 + hreflang 中英日韩 + FAQ Schema |
/gr-ph-launch | Product Hunt 发布剧本 — 30x 日冠经验 |
/gr-oss-marketing | 开源项目整合营销 — GitHub star、KOL、Reddit/HN/Discord |
/gr-b2b-growth | B2B SaaS 增长 — PMF → $10M ARR,PLG/SLG 选型 |
/gr-aso | ASO + App 冷启动 — metadata、UGC 矩阵、TikTok 投流 |
/gr-user-interview | 用户访谈 — HeyGen 937 访谈方法论 |
/gr-competitor | 竞品扫描 — 底层调 actionbook,10x 快,30 tab 并发 |
/gr-social-distill | 博客 → 4 社媒变体(X / 小红书 / LinkedIn / dev.to-Zenn),激活 Organic Social |
/gr-geo-cite | GEO 引用追踪 — 每周跑 4 大 AI 查 gingiris 引用率 + llms.txt v2 自动生成 |
| /gr-backlinks | 系统化外链建设 — Wikipedia / PR-HARO / G2 / Reddit-Quora 5 通道,0→1 站点 GEO + SEO 共升 |
| Skill | 来源 |
|---|---|
/gr-ph-comment | 包装 Gingiris/ph-comment-generator |
/gr-gh-outreach | 包装 Gingiris/github-issue-generator |
/gr-readme | 包装 Gingiris/github-readme-generator |
/gr-hunter-radar | 结合 actionbook 扫 PH hunter 活跃度 |
gr-competitor(看对手在做啥)
↓
gr-ph-launch / gr-oss-marketing / gr-b2b(选打法)
↓
gr-blog-post(产内容)
↓
gr-seo-patrol(上线后监控)
↓ cannibalization ↓ 雪崩
gr-seo-patrol canonical-fix gr-seo-patrol rescue
↓
gr-user-interview(用户反馈)
Skill 之间会自动推荐下一步。比如:
gr-ph-launch 发布 24h 后 → 推荐 gr-seo-patrol 加监控gr-seo-patrol 发现 cannibalization → 自动跳到 canonical 修复流程gr-blog-post 发布后 → 自动加入 gr-seo-patrol 监控名单推荐:Claude Code 插件市场
claude plugin marketplace add Gingiris/gingiris-skills
claude plugin install gr@gingiris-skills
装完在 Claude Code 里输入 /gr 即可。
单独装某个 skill:
claude plugin install gr-seo-patrol@gingiris-skills
所有方法论文档与原子知识点都开放,即使不装 skill 也能用。
知识库/
├── 原子库/
│ ├── atoms.jsonl # 结构化知识原子(可 RAG)
│ └── README.md
└── Skill知识包/
├── iris_writing_style.md # 文风指南(5 要素)
└── seo_geo_playbook_2026.md # SEO 飞轮 + GEO 三件套
场景 1:给你的 AI 加 SEO 诊断能力
把 知识库/Skill知识包/seo_geo_playbook_2026.md 粘到 system prompt。
场景 2:做 RAG
atoms.jsonl 导向量库,每条带 topics 标签。
场景 3:只要脚本
skills/gr-seo-patrol/scripts/*.py 可独立跑,看 docs/api-keys-template.md 配 env。
核心:DATAFORSEO_B64 + GITHUB_TOKEN,其他 skill 按需加。
MIT。
Battle-tested 2026-05-07 on a 58-page blog. Caught 43 SERP-truncating titles + 36 schema warns + 27 stop-word slugs in a single 30-min run. One layout-level commit fixed 20 of 43 titles. Use for any Jekyll / Hugo / Next.js blog with 30+ posts.
A repeatable 6-stage workflow you can run on any site. Powered by 4 scripts (see attribution below).
Pull all blog URLs from your sitemap:
import urllib.request, re
sm = urllib.request.urlopen("https://your-site.com/sitemap.xml").read().decode()
urls = [u for u in re.findall(r"<loc>([^<]+)</loc>", sm) if "/blog/" in u]
Run two audit scripts per URL in 4-thread parallel:
pip install requests
python3 skills/gr-seo-patrol/scripts/check-page.py URL --timeout 20
python3 skills/gr-seo-patrol/scripts/check-schema.py URL --timeout 20
Each script outputs a structured JSON envelope (status: pass|warn|fail|info per check).
Bucket issues by type:
@type (BlogPosting / Article / Organization)Save aggregated counts + per-URL lists to findings.json.
npx claudepluginhub gingiris-1031/gingiris-skills --plugin grHarness-native ECC operator layer - 67 agents, 271 skills, 92 legacy command shims, reusable hooks, rules, selective install profiles, and production-ready workflows for Claude Code, Codex, OpenCode, Cursor, and related agent harnesses
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Binary reverse engineering, malware analysis, firmware security, and software protection research for authorized security research, CTF competitions, and defensive security
Upstash Context7 MCP server for up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your LLM context.
v9.44.1 — Patch release for Gemini environment/version detection and qwen auth gating. Run /octo:setup.
Next.js development expertise with skills for App Router, Server Components, Route Handlers, Server Actions, and authentication patterns