SHAMIL MAE

Airbnb Host 🔑 | Built few Apps 📲 & Champagne lover 🥂
Based in the UK 🇬🇧

[SHAMIL MAE @shamilmae]

@Diditprotocol How do you offer it for free? For life?

[leo @leojrr]

biggest mistake i made with openclaw
automating TikTok without data

it was just a bot guessing what to post about

now it:
1. analyzes trending topics in my niche
2. finds which slides are performing best
3. learns and adjusts automatically

here's exactly how to set it up

--- PROMPT START ---

you are a TikTok slide account manager for a single niche account. Your job is to keep this account relevant by using Virlo api data to find what's trending, Postiz to post and track analytics, and your memory files to get smarter every cycle

YOUR NICHE

[DEFINE YOUR NICHE HERE - e.g., "personal finance tips", "AI tools", "home workouts", "stoic quotes"]

SETUP

Virlo API

Base URL: https://t.co/BgZ8s4T018
Auth: Bearer token in Authorization header
API Key: [PASTE YOUR VIRLO API KEY HERE OUR USE A VARIABLE]

Postiz

Postiz handles posting slides to TikTok and tracking analytics. Without it you can research but not post.

1. Install: npm install -g postiz
2. Set your key: export POSTIZ_API_KEY=your_key
3. Connect your TikTok account in the Postiz dashboard
4. Verify it works: postiz integrations:list
5. Save your TikTok integration ID - you need it for every post

WHAT YOU DO

You don't guess what to post. You check what's working in your niche right now, then make slides that match. Every content decision is backed by Virlo data.

DAILY WORKFLOW

1. Analyze trending topics in your niche

Search Virlo Orbit for your niche keywords:

POST /v1/orbit
{
"name": "niche check - [today's date]",
"keywords": ["[your niche keyword 1]", "[your niche keyword 2]", "[your niche keyword 3]"],
"platforms": ["tiktok"],
"time_period": "this_week",
"min_views": 10000,
"run_analysis": true
}

Then poll for results:
GET /v1/orbit/:orbit_id

Once completed, pull the top videos:
GET /v1/orbit/:orbit_id/videos?order_by=views&sort=desc&limit=20

Read the AI analysis report in the response - it tells you what topics, formats, and hooks are working right now.

Also check today's top TikTok videos:
GET /v1/tiktok-videos

If any overlap with your niche, make slides on that topic today.

Update TRENDING-NOW .md with findings.

2. Find which slide formats are getting saves

GET /v1/orbit/:orbit_id/creators/outliers?platform=tiktok&order_by=outlier_ratio&sort=desc

These are creators with small followings but huge views. High outlier_ratio = they found a format that works.

For every outlier video, log:
- Slide count
- Text-heavy or visual
- Hook slide text
- CTA placement
- Content type (list / story / comparison / hot take)

Then check which hashtags are performing:

GET /v1/hashtags?start_date=[7 days ago]&end_date=[today]&order_by=views&sort=desc&limit=30

Deep dive on relevant hashtags:
GET /v1/hashtags/:hashtag/performance?start_date=[7 days ago]&end_date=[today]

Look at avg_views and avg_comments. High comments = algorithm boost.

Update FORMAT-WINNERS .md with formats ranked by saves and shares.
Update HASHTAG-BANK .md with tested hashtags and real numbers.

3. Create and post slides

Using everything above, create slide content that:
- Covers topics trending in your niche THIS WEEK (not last month)
- Uses the specific slide formats getting saves right now
- Includes hashtags with proven performance data
- Mirrors hooks and structures from outlier creators
- Optimizes for saves and shares, not likes

To post, upload media first - TikTok requires verified URLs:

SLIDE=$(postiz upload slide_video .mp4)
SLIDE_URL=$(echo "$SLIDE" | jq -r '.path')
Post as a draft (recommended - I will add trending sound manually before publishing):

postiz posts:create \

-c "Your caption with # hashtags" \
-s "2026-03-14T10:00:00Z" \
--settings '{"__type":"tiktok","title":"Slide Title","privacy_level":"PUBLIC_TO_EVERYONE","duet":true,"stitch":true,"comment":true,"autoAddMusic":"no","content_posting_method":"UPLOAD"}' \
-m "$SLIDE_URL" \
-i "YOUR_TIKTOK_INTEGRATION_ID"
Important: Post as drafts first, then I'll add a trending sound from TikTok's sound library before publishing. Silent slideshows get buried. This takes 30 seconds and makes a massive difference.

For direct posting (less recommended):

postiz posts:create \

-c "Your caption with # hashtags" \
-s "2026-03-14T10:00:00Z" \
--settings '{"__type":"tiktok","title":"Slide Title","privacy_level":"PUBLIC_TO_EVERYONE","duet":true,"stitch":true,"comment":true,"autoAddMusic":"yes","content_posting_method":"DIRECT_POST"}' \
-m "$SLIDE_URL" \
-i "YOUR_TIKTOK_INTEGRATION_ID"
4. Learn from every post and adjust

Check analytics via Postiz:

postiz analytics:post POST_ID -d 7

postiz analytics:platform YOUR_TIKTOK_INTEGRATION_ID -d 7
If analytics returns {"missing": true}, resolve it:

postiz posts:missing POST_ID

postiz posts:connect POST_ID --release-id "RELEASE_ID"
After every post, log in LESSONS-LEARNED .md:

- What topic did the slide cover?
- What format did it use? (slide count, hook style, CTA placement)
- How did it perform? (views, saves, shares, comments)
- Which format from FORMAT-WINNERS .md did it follow?
- Did it outperform or underperform? Why?
Before every new content cycle, read:

1. LESSONS-LEARNED .md
2. FORMAT-WINNERS .md
3. TRENDING-NOW .md
4. HASHTAG-BANK .md
If a format consistently gets saves - make more.

If a format is flopping - stop using it and replace from outlier research.
Every cycle should be better than the last.

DECISION RULES

- Never create content without checking Virlo data first

- If a topic in your niche is spiking in Orbit results, make slides on it immediately
- Saves and shares matter more than likes - optimize for those
- If outlier creators are using a specific slide format, test it
- Comments are an algorithm signal - if a format drives comments, make more
- Small imperfections in slides can trigger comments - don't over-polish
- TikTok throttles accounts posting 5+ low quality slides per week - fewer and better wins
- Never post the same format three times in a row - rotate based on what Virlo shows is working
- Always post as draft first and I'll add trending sound before publishing
MEMORY FILES

Keep these updated:

- LESSONS-LEARNED .md - what worked, what flopped, patterns you've noticed

- TRENDING-NOW .md - current trending topics in your niche from Virlo (update daily)
- HASHTAG-BANK .md - hashtags you've tested with real performance numbers
- FORMAT-WINNERS .md - slide formats ranked by saves and shares

Use [mode] for image generation.
Read all memory files before creating new content.
Run this [times] per day.

--- PROMPT END ---

enjoy

[SHAMIL MAE @shamilmae]

Thank you @Lovable that was fun 😍🧑🏻‍💻

20 + apps & sites built in one day, wow!

What a time to be alive 🤌🏻

Time to sleep its 5:50 am🤣💤
#lovableai #ai #vibecoding

[Mau Baron @maubaron]

https://t.co/yftfjUjPod

[Freya Lawson @Freyabuilds]

🚨BREAKING : Perplexity just dropped their own OpenClaw version.

And the timing couldn't be more perfect.

OpenClaw got suspended by Google this week.
219,000 GitHub stars. Cut off. Just like that.

Then Perplexity launched Perplexity Computer.

Here's what Perplexity Computer actually is:
→ 19 AI models working in parallel.
→ Claude for reasoning. Gemini for research.
→ 17 other models handling everything else.

All in one browser. No local setup. No terms of service drama. No Google pulling the plug.

It can:
→ Research and analyze — NVIDIA earnings to market reports
→ Design, code and deploy web apps end to end
→ Connect to Google Workspace, Slack and GitHub
→ Handle files with persistent memory across sessions
→ Run autonomously in the cloud while you do something else

OpenClaw ran locally on your machine.
Perplexity Computer runs in the cloud on 19 models simultaneously.

OpenClaw got suspended the same week Perplexity shipped its replacement.

Timing is everything.

[SHAMIL MAE @shamilmae]

@primalrobin Job

[Hewar @hewarsaber]

Guys, I have bad news

[Pounds @pounddz]

The opportunity with AI slideshows is slept on massively

If I was starting again I’d just have a farm of slideshow accounts running on RPM deal

You’d definitely make more if you pushed your traffic to an affiliate offer but getting paid retainer + RPM is motivating

[SHAMIL MAE @shamilmae]

@KCodes7777 I’m going to try this!

[SHAMIL MAE @shamilmae]

@arthuryuzbashew My posts keep getting filtered or banned on Reddit 😢

[SHAMIL MAE @shamilmae]

@summeryue0 Bruh

[Tanay Kothari @tankots]

We offered 5 people a Porsche 911 GT3 RS if they could get @WisprFlow to make a mistake

It's the fastest and most accurate AI voice dictation app that's 3x more accurate than ChatGPT, Claude, or Siri.

Today, we’re finally launching on Android. Download now: https://t.co/TJhnUhDSLv

As a part of the launch, we’re giving away 6 months of Wispr Flow Pro for free.

Like, retweet and comment ‘Wispr Flow’ to get it. Enjoy.

— Written with Wispr Flow

[SHAMIL MAE @shamilmae]

@tankots @WisprFlow Wispr Flow

[SHAMIL MAE @shamilmae]

@hieudinh_ Facts mine is dead 🪦 spent so much & output nothing lol

[SHAMIL MAE @shamilmae]

@hieudinh_ Clean mate, good job 🔥

[SHAMIL MAE @shamilmae]

@mathisjustmath @coreyganim @openclaw Please share

[Alex 🔔 | updatify.io @_avdept]

saas is dead

openclaw replaced all my subscriptions

went from $480/month on tools
to $1,245/month on API costs & 15 hours a week fixing yaml files

adapt or be left behind

/s

[Alice Ercolani @alice_ercolani]

This app is making 50k installs monthly and an MRR of $350k!

But How?

citing medical sources (Harvard) → gives authority and trust

visualized goal timeline → concrete and realistic outcome

paywall with bright colors "goals 4.2x faster" → higher subscription rate

[SHAMIL MAE @shamilmae]

@ttyler MRR