القائمة
Extract insights from Reddit discussions. Track communities, sentiment, and trends.
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/majiayu000/claude-skill-registry --skill reddit-insightsيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
LLM token logprobs and calibration. Per-decision confidence, ECE, Brier, reliability diagrams, low-confidence triage.
Analyze LLM token logprobs and calibration. Use for per-decision confidence, ECE, Brier scores, reliability diagrams, and low-confidence triage.
回顾最近 N 天的 Claude Code 使用记录——扫描原始会话数据，按主题分组汇总"我都做了什么"，并从个人操作系统视角输出模式、风险与增删建议。当用户说 /recap、"看看我这几天做了什么"、"回顾一下我最近的会话"、"这两天我用 claude 干了啥"、"活动回顾" 时使用。
استنادا إلى تصنيف SOC المهني
عرض SKILL.md
| name | reddit-insights |
| version | 1.0.0 |
| description | Extract insights from Reddit discussions. Track communities, sentiment, and trends. |
| metadata | {"openclaw":{"emoji":"🔴","category":"research"}} |
Extract insights from Reddit discussions. Track communities, sentiment, and trends.
| Subreddit | Focus |
|---|---|
| r/MachineLearning | ML research, papers |
| r/LocalLLaMA | Local AI, open models |
| r/OpenAI | OpenAI products, API |
| r/ClaudeAI | Anthropic, Claude |
| r/selfhosted | Self-hosting, homelab |
| r/docker | Containers, DevOps |
| r/programming | General development |
| r/webdev | Web development |
| r/startups | Startup ecosystem |
| r/ExperiencedDevs | Senior perspectives |
Use web_search:
Search Reddit for:
- "OpenClaw OR 'Open Claw'" site:reddit.com
- "MCP server" site:reddit.com
- "self-hosted AI" site:reddit.com
Track specific threads:
Monitor r/LocalLLaMA for:
- New model releases
- Performance benchmarks
- Quantization techniques
Look for patterns:
| Signal | What to Track |
|---|---|
| Frustration | Pain points, complaints |
| Excitement | New releases, features |
| Confusion | Documentation gaps |
| Requests | Feature requests |
## r/Subreddit - Topic
**Thread:** [Title](URL)
**Posted:** Date
**Engagement:** Upvotes, comments
**Key Insights:**
1. Main point
2. Counter-argument
3. Consensus
**Quotes:**
> "Important quote" — u/username
**Action Items:**
- [ ] Follow up on X
- [ ] Add to research queue
{
"name": "reddit-weekly-scan",
"schedule": {"kind": "cron", "expr": "0 10 * * 1"},
"payload": {
"kind": "agentTurn",
"message": "Search Reddit for: 'Claude', 'OpenClaw', 'MCP servers', 'autonomous agents'. Find 3 high-engagement threads. Extract insights."
},
"sessionTarget": "isolated"
}