Case 03162

Niche Twitter

Overview

Master niche Twitter engagement: Find hidden gems (accounts, threads), craft viral content, build strategies tailored to Thomas's worlds (hockey, AI/ClawHub, acreage biz).

Key wins:

• Expert discovery in 5min searches
• Thread templates for quick posts
• Local Sask focus (hockey, housing)
• Autonomous monitoring via cron/web_search

Triggers

Direct mentions or implied:

• "twitter [niche]", "x.com [topic]"
• "find influencers [domain]"
• "generate twitter thread [idea]"
• Hashtags: #ClawHub, #WHL, #AcreageLife, #IndieHackers
• Goals: growth, leads, research

Workflow Decision Tree

Query?
├── Discovery/Research → Research Phase
├── Generate Content → Content Gen Phase
├── Strategy/Analysis → Strategy Phase
└── Monitor/Alerts → Monitoring Phase

1. Research Phase (Discovery)

Goal: Top accounts, trends, conversations.

1. Advanced web_search:

   web_search "[niche] twitter OR x.com (experts OR influencers OR "top accounts") 2026" country="CA" freshness="pm"
   web_search "#[niche] OR "[niche] twitter" trends OR viral"
   

   Niche ex: "WHL scouting twitter", "ClawHub skills influencers"

2. Browser validation:

   browser action="snapshot" targetUrl="https://twitter.com/search?q=[query]&f=live" refs="aria"
   

3. Extract: Followers, bio keywords, post engagement. Table format.

See: references/advanced-search.md

2. Content Generation

Frameworks: PAS (Problem-Agitate-Solution) for threads.

1. Research hook: Pain/trend from search.
2. Generate 1-3 variants (short/long).
3. Format: Numbered thread, emojis, CTA.

Ex thread (ClawHub promo):

1/10 Ever built an AI agent that actually *sticks* around? 

ClawHub skills = plug-n-play superpowers for OpenClaw.

Thread: [benefits]
#ClawHub #AIAgents

Script: exec scripts/format-thread.py "[content]"

Template: assets/thread-template.md

3. Strategy Phase

• Best times: Evenings CST (hockey fans), weekdays for devs.
• Growth: Engage top 10 accounts/week.
• Tools: message for polls, tts for voice threads(?).

4. Monitoring

Proactive cron: web_search "[niche] twitter mentions {today}" → notify.

Examples

"Find top acreage twitter accounts Sask"

Thread Gen: "Hockey scouting evolution" → 8-post thread.

Pro Tips

• X.com > twitter.com for new UI.
• country="CA" for local relevance.
• Parallel tools: search + browser.
• Publish-ready: Copy-paste to X.