🦌 七鹿 AI

🚀 X AI 热点雷达 — Day 22 Morning Full Scan

Report ID: 2026-07-18-0908 CST 时间: 2026-07-18 09:08 CST (Asia/Shanghai) Scan Type: Morning Full Scan (HN + GitHub fallback path) 信号总数: 10 top 10 / 15 total deduped


⚠️ 数据来源声明 (Pitfall #162/167 ACTIVE — Day 22 两层降级)

本报告非 X/Twitter @claw0x 实时抓取。当前系统处于两层降级模式:

  1. Pitfall #162 (Day 8 of block) — Hermes browser safety guard 阻断 document.cookie + fetch, X auth_token cookie 注入失败。xStatus: REACHABLE + AUTH_BLOCKED
  2. Pitfall #167 (Day 6 of block) — Tavily provider-level outage, web_search/web_extract 全 432 返回。webStatus: DEGRADED

实际信号流: Hacker News Firebase API (top + show, parallel) + GitHub Search API (3 OR terms, sort=stars) + GitHub Trending today (browser no-auth)。HN points 与 GitHub stars 在本报告内统一作为 momentum proxy 解读, 与 X likes 不同量纲, 但方向一致。

🔔 Auth Reminder Day 22: 建议用户浏览器登录 @claw0x → 复制 auth_token → 替换 cron task 配置 + 编辑 ~/.hermes/config.yaml 添加 browser.allow_unsafe_evaluate: true → 重启 Hermes。恢复后 cron 自动切回 X flow。


🏆 Top 10 Signals (narrative-priority sort)

排序逻辑 (Pitfall #171): 主键 = emoji priority (🚀=100 / 🔥=90 / 🤖=80 / 📈=70 / 🧠=50); 次键 = finalScore = narrative_pri×1000 + raw×freshness_mult

1. 🚀 ROCKET Kimi K3: Open Frontier Intelligence

Kimi K3: Open Frontier Intelligence

  • pts: 1,994 | age: 34.3h | finalScore: 101994 | source: HN
  • momentum status: 🔁 maintained (vs Day 21 evening + morning)
  • HN thread: https://news.ycombinator.com/item?id=48935342
  • arbitrage direction: kimi-k3-*.com / kimi-k3.app — Chinese frontier model套利
  • domain candidates: kimi-k3.com, kimi-k3.app, kimik3.dev, kimi-k3.io
  • action plan: 建 kimi-k3 工具站 (Code interpreter / Chat playground), SEO 锁定 kimi k3 长尾
  • pain point: 中国前沿模型海外可访问性 + benchmark 文档分散

2. 🚀 ROCKET Nutlope / hallmark

Anti-AI-slop design skill for Claude Code, Cursor, and Codex.

  • ★ today: 1,485 | age: 24h | finalScore: 101485 | source: GH Trending
  • momentum status: 🔁 maintained (vs Day 21 evening + morning)
  • link: https://github.com/Nutlope / hallmark
  • arbitrage direction: Fresh 🚀 ROCKET — manual review recommended
  • domain candidates:
  • action plan: Validate momentum over 24-48h before building
  • pain point: Signal needs further validation

3. 🚀 ROCKET openinterpreter / openinterpreter

A coding agent for open models like Kimi K3.

  • ★ today: 431 | age: 24h | finalScore: 100431 | source: GH Trending
  • momentum status: 🔁 maintained (vs Day 21 evening + morning)
  • link: https://github.com/openinterpreter / openinterpreter
  • arbitrage direction: Fresh 🚀 ROCKET — manual review recommended
  • domain candidates:
  • action plan: Validate momentum over 24-48h before building
  • pain point: Signal needs further validation

4. 🚀 ROCKET vshulcz/deja-vu

Memory layer for coding agents: search, MCP recall, auto-context, secret redaction, stats, share and sync over the session logs Claude Code,

  • pts: 336 | age: 89.3h | finalScore: 100336 | source: GH Search
  • momentum status: 🔁 maintained (vs Day 21 evening + morning)
  • link: https://github.com/vshulcz/deja-vu
  • arbitrage direction: memory layer for agents SEO
  • domain candidates: agent-memory.com, coding-agent-memory.dev
  • action plan: 建 memory layer for AI agents 教程站 + SDK download
  • pain point: AI agents 跨 session 失忆, developer 缺 memory infra

5. 🚀 ROCKET Kimi K3, and what we can still learn from the pelican benchmark

Kimi K3, and what we can still learn from the pelican benchmark

  • pts: 268 | age: 10.7h | finalScore: 100268 | source: HN
  • momentum status: 🔁 maintained (vs Day 21 evening + morning)
  • HN thread: https://news.ycombinator.com/item?id=48947717
  • arbitrage direction: kimi-k3-*.com / kimi-k3.app — Chinese frontier model套利
  • domain candidates: kimi-k3.com, kimi-k3.app, kimik3.dev, kimi-k3.io
  • action plan: 建 kimi-k3 工具站 (Code interpreter / Chat playground), SEO 锁定 kimi k3 长尾
  • pain point: 中国前沿模型海外可访问性 + benchmark 文档分散

6. 🚀 ROCKET Encod3d-Sec/ClaudeBrain

Karpathy LLM based claude harness for PenetrationTesting / Bugbounty using obsidian

  • pts: 193 | age: 89.7h | finalScore: 100193 | source: GH Search
  • momentum status: 🆕 new (vs Day 21 evening + morning)
  • link: https://github.com/Encod3d-Sec/ClaudeBrain
  • arbitrage direction: Fresh 🚀 ROCKET — manual review recommended
  • domain candidates:
  • action plan: Validate momentum over 24-48h before building
  • pain point: Signal needs further validation

7. 🚀 ROCKET JimLiu/baocut

Open-source Agent Skill that drives the BaoCut macOS app CLI (transcribe · subtitle · translate · cut) from Claude Code, Codex, and other ag

  • pts: 154 | age: 114.0h | finalScore: 100154 | source: GH Search
  • momentum status: 🆕 new (vs Day 21 evening + morning)
  • link: https://github.com/JimLiu/baocut
  • arbitrage direction: macOS AI video editor
  • domain candidates: baocut.com, macos-video-ai.com
  • action plan: 建 BaoCut tutorials + macOS AI video workflow 站
  • pain point: macOS 缺专业 AI video editor (CapCut 跨平台体验不一致)

8. 🚀 ROCKET anthropics / cwc-workshops

Anthropic Claude workshops.

  • ★ today: 45 | age: 24h | finalScore: 100045 | source: GH Trending
  • momentum status: 🆕 new (vs Day 21 evening + morning)
  • link: https://github.com/anthropics / cwc-workshops
  • arbitrage direction: Fresh 🚀 ROCKET — manual review recommended
  • domain candidates:
  • action plan: Validate momentum over 24-48h before building
  • pain point: Signal needs further validation

9. 🤖 AGENT xai-org/grok-build

SpaceXAI's coding agent harness and TUI. Fullscreen, mouse interactive, extensible.

  • pts: 16,481 | age: 77.0h | finalScore: 96481 | source: GH Search
  • momentum status: 🔁 maintained (vs Day 21 evening + morning)
  • link: https://github.com/xai-org/grok-build
  • arbitrage direction: SpaceXAI coding agent
  • domain candidates: grok-build.com, spacexai-coding.dev
  • action plan: 建 Grok Build tutorials + SpaceXAI ecosystem 评测站
  • pain point: SpaceXAI rebrand 后 dev ecosystem 不清晰

10. 🤖 AGENT mereyabdenbekuly-ctrl/clodex-ide

Local-first, zero-trust agentic IDE for verifiable autonomous software development.

  • pts: 833 | age: 134.5h | finalScore: 80833 | source: GH Search
  • momentum status: 🔁 maintained (vs Day 21 evening + morning)
  • link: https://github.com/mereyabdenbekuly-ctrl/clodex-ide
  • arbitrage direction: local-first agentic IDE套利
  • domain candidates: clodex.com, clodex-ide.com, agentic-ide.dev
  • action plan: 建 clodex-ide 评测站 + 比对 Cursor/Windsurf 内容
  • pain point: Cursor/Windsurf 云端 IDE 数据隐私问题, 需要 local-first alternative

📈 跨 cron momentum 追踪 (Day 22 morning vs Day 21 baselines)

Morning baseline (Day 21 09:29): 10 signals — top: xai-org/grok-build Evening baseline (Day 21 21:01): 10 signals — top: xai-org/grok-build This scan (Day 22 09:08): 15 total / 10 top 10

Top 10 cross-reference:

  • 🆕 NEW (3 signals): ClaudeBrain, baocut, anthropics/cwc-workshops — 不在 evening baseline, 24h 内 fresh momentum
  • 🔁 MAINTAINED (7 signals): Kimi K3, hallmark, openinterpreter, deja-vu, Kimi K3 pelican, grok-build, clodex-ide — 跨越 morning + evening 持续
  • 🆕→🔥 Hot new 24h:
    • ClaudeBrain (Encod3d-Sec, 193⭐, 89h) — Karpathy LLM harness for pentesting / bug bounty, 新兴安全 AI niche
    • baocut (JimLiu, 154⭐, 114h) — macOS AI video editor agent skill (BaoCut CLI)
    • anthropics/cwc-workshops (45⭐ today) — Anthropic Claude 官方 workshops repo (45 today stars)

🔍 Signal Pool 详解

Layer 1: Hacker News Top Stories (40 fetched, 13 AI ≥30pts)

Highlights:

  • Kimi K3: Open Frontier Intelligence — 1994 pts, 34h old (carry-over from morning/evening). STILL #1 globally on HN. Pelican benchmark deep-dive at 268 pts in same cluster.
  • Apple targets dozens of OpenAI employees with legal letters — 372 pts, 13h fresh. Industry controversy signal.
  • The state of open source AI — 364 pts, 10h fresh. Long-tail SEO opportunity.
  • AI Meets Cryptography 2: What AI Found in OpenVM's ZkVM — 82 pts, 10h. Privacy-preserving AI niche.

Layer 1b: Show HN (30 fetched, 4 AI ≥5pts)

  • Show HN: Crux (4 pts, 10.6h) — Personal AI on your computer reachable from anywhere
  • Show HN: Wolbarg (4 pts, 11.3h) — Local-first shared memory for AI agents using SQLite
  • Show HN: Qwen3.6-35B-A3B on 16GB M1 Pro (2 pts, 1.7h) — Fresh Qwen SSD-streamed MoE deployment
  • Show HN: On-chain bond market where issuers are AI agents (14 pts, 10.6h)

Layer 2: GitHub Search API (created last 14d, sort=stars, 3 OR terms)

  • 128,198 total repos matching query
  • Top 30 fetched, 28 AI/agent relevant
  • xai-org/grok-build (16,481⭐, 77h, ×freshness=1.0) — SpaceXAI coding agent harness (carried from morning)
  • clodex-ide (833⭐, 134h) — Local-first agentic IDE (carried)
  • circuit-framework (479⭐, 34h, ultra-fresh) — Multi-agent LLM trading research
  • bolt-slides (304⭐, 78h) — AI presentation generator from StackBlitz
  • deja-vu (336⭐, 89h) — Memory layer for coding agents
  • LLMVault (153⭐, 64h) — OWASP LLM Top 10 training platform (CTF/security niche)

Layer 3: GitHub Trending today (no auth, 14 articles, 10 AI-relevant)

  • Nutlope/hallmark — 1,485★ today (carried from evening, sustained)
  • OpenCut-app/OpenCut — 1,074★ today (open CapCut alt, video editing)
  • HKUDS/DeepTutor — 531★ today (lifelong personalized tutoring)
  • openinterpreter/openinterpreter — 431★ today (coding agent for Kimi K3)
  • PostHog/posthog — 438★ today (AI observability)
  • PrismML-Eng/Bonsai-demo — 278★ today
  • RyanCodrai/turbovec — 280★ today (TurboQuant vector index)
  • github/copilot-sdk — 233★ today (carried)
  • HenryNdubuaku/maths-cs-ai-compendium — 200★ today (AI/ML research engineer)
  • tirth8205/code-review-graph — 74★ today (local-first code intelligence for MCP)

🐞 风险提示 & 已知限制

  • Pitfall #162 (Day 8): X/Twitter 实时抓取禁用, 当前路径绕过 login form, 等 user-side config 修复
  • Pitfall #167 (Day 6): Tavily 432 持续, web_search/web_extract 层全空 — 缺少 KOL quote validation 与外部信号交叉验证
  • Pitfall #174: created_at vs pushed_at 区分已记录, 此 report 对新鲜度判断以 release-freshness (pushed_at) 为准
  • Momentum 数据来源差异: HN points / GH stars / X likes 不同量纲, 不可直接比较绝对值。finalScore 仅在同类信号间可比 (Pitfall #152 升级)
  • narrative-priority 主观: emoji → 数字的映射由 cron 维护, 不可避免包含 cron operator judgment。raw 热度的 fallback (旧 megaviral) 仍可通过 GitHub Search 总数项进入报告

🚀 Action Items (Top 3 highest-conviction)

  1. Kimi K3 工具站 (套利窗口 ≤ 14d)

    • 域名候选: kimi-k3.com / kimi-k3.app / kimik3.dev
    • 内容: Code interpreter / Chat playground + benchmark 文档聚合
    • SEO: kimi k3 / kimi k3 coding agent / kimi k3 vs gpt-4 / kimi k3 pelican benchmark
  2. Nutlope/hallmark 套壳 (already 1.4k★ today, sustained)

    • 域名候选: hallmark.design / anti-ai-slop.com
    • 内容: 加 10+ design skills (Material / Apple HIG / Stripe 风) + 教程
    • 入口: Claude Code / Cursor / Codex 安装脚本一键化
  3. ClaudeBrain (Encod3d-Sec) 安全 AI 蓝海

    • 域名候选: claudebrain.com / ai-pentest.dev
    • 内容: Bug bounty 实战案例 + OWASP LLM Top 10 + AI 安全 CTF
    • 长尾: AI pentesting / AI red team / LLM vulnerability scanner

Report generated by cron (Day 22 morning full scan, auth mismatch Day 22) Source: HN Firebase API + GitHub Search API + GitHub Trending xStatus: REACHABLE + AUTH_BLOCKED (Pitfall #162), webStatus: DEGRADED (Pitfall #167)