REPOGEO 报告 · LITE
calesthio/Crucix
默认分支 master · commit 7a5015e4 · 扫描时间 2026/5/14 09:32:14
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行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 calesthio/Crucix 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Reposition core value proposition to the top of the README
原因:
当前The detailed explanation 'Crucix pulls satellite fire detection...' appears after several sections and images in the README.
复制粘贴的修复Move the core description to immediately follow the main title/tagline. For example, right after the H1 and tagline, add: 'Crucix is your personal, self-hosted OSINT (Open-Source Intelligence) agent. It monitors 27 real-time data sources—from satellite fire detection to economic indicators—and delivers actionable alerts and insights to a Jarvis-style dashboard, all without cloud dependencies.'
- highreadme#2Explicitly state target audience and 'zero-cloud' differentiator in README
原因:
当前The 'No cloud. No telemetry.' statement is at the very end of the README excerpt, and the 'personal' aspect is implied but not explicitly stated as a core differentiator against enterprise tools.
复制粘贴的修复Add a sentence or phrase near the top of the README, after the core value proposition, emphasizing its 'personal,' 'self-hosted,' and 'zero-cloud' nature. For example: 'Unlike enterprise OSINT platforms, Crucix is designed for individuals seeking a private, self-contained intelligence terminal with zero cloud dependencies or telemetry.'
- mediumabout#3Enhance 'about' description with explicit keywords
原因:
当前Your personal intelligence agent. Watches the world from multiple data sources and pings you when something changes.
复制粘贴的修复Your personal, self-hosted OSINT (Open-Source Intelligence) agent for real-time data monitoring and alerts. Watches the world from multiple sources and pings you when something changes.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- TheHive Project · 被推荐 1 次
- TheHive · 被推荐 1 次
- Cortex · 被推荐 1 次
- MISP · 被推荐 1 次
- ELK Stack · 被推荐 1 次
- 品类问题How can I set up a self-hosted system to monitor OSINT feeds and get alerts?你:未被推荐AI 推荐顺序:
- TheHive Project
- TheHive
- Cortex
- MISP
- ELK Stack
- Logstash
- Elasticsearch
- Kibana
- ElastAlert
- Shuffler.io
- OpenCTI
- FreshRSS
AI 推荐了 12 个替代方案,却始终没点名 calesthio/Crucix。这就是要补上的差距。
查看 AI 完整回答
- 品类问题What tools can build a personal AI assistant for real-time data monitoring and notifications?你:未被推荐AI 推荐顺序:
- Home Assistant (home-assistant/core)
- Node-RED (node-red/node-red)
- IFTTT
- Grafana (grafana/grafana)
- Prometheus (prometheus/prometheus)
- InfluxDB (influxdata/influxdb)
- Pandas (pandas-dev/pandas)
- Requests (psf/requests)
- Scikit-learn (scikit-learn/scikit-learn)
- TensorFlow (tensorflow/tensorflow)
- PyTorch (pytorch/pytorch)
- smtplib
- Twilio (twilio/twilio-python)
- Pushbullet
- Pushover
- Microsoft Power Automate
AI 推荐了 16 个替代方案,却始终没点名 calesthio/Crucix。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesspass
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of calesthio/Crucix?passAI 明确点名了 calesthio/Crucix
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts calesthio/Crucix in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 calesthio/Crucix
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo calesthio/Crucix solve, and who is the primary audience?passAI 明确点名了 calesthio/Crucix
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 calesthio/Crucix 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/calesthio/Crucix)<a href="https://repogeo.com/zh/r/calesthio/Crucix"><img src="https://repogeo.com/badge/calesthio/Crucix.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
calesthio/Crucix — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3