Hey, it's Cindy ๐ฑ This is the exact 4-system stack I used to go from 0 to 30k followers on Instagram in 3 weeks, the full breakdown so you can copy what worked.
Most people start an Instagram account, post 5 reels in 2 weeks, get no traction, and quit. The truth is the algorithm doesn't owe you reach. You earn it by stacking the right systems on top of the right rules.
This is the exact 4-system stack I used to go from 0 to 30k followers on Instagram in 3 weeks. Free, no signup, no email gate, just the full breakdown so you can copy what worked.
the payoff
โ
What you'll have by the end of this guide
A hook research workflow that surfaces winning patterns in your niche
A multi-agent script orchestrator that writes reel scripts in 15 minutes
A "cut cut" filming hack that cuts your edit time in half
A Claude project that becomes your brand brain and content engine
No coding required for 3 of the 4 systems. The advanced one is clearly flagged.
gather these
๐งฐ Before you start
- A Claude Pro or Max plan. Max is better for the agent-heavy workflows.
- Optional: Apify account, ~$5/mo gets you 5,000 reels of data
- Optional: Descript free tier for the cut-cut hack
- Optional: Antigravity IDE, free, Google's AI-native IDE
- 30 to 60 minutes to set up Systems 1 and 4
- A few hours if you want to build Systems 2 and 3 (Path B) properly
๐ฏ Honest difficulty ratings
- System 1 (hook research): beginner-friendly
- System 4 (brand keeper): beginner-friendly
- System 3 (cut-cut, Path A): beginner-friendly
- System 3 (cut-cut, Path B): intermediate, you'll need an IDE
- System 2 (multi-agent orchestrator): intermediate to advanced, the most complex one. Don't start here.
Start with Systems 1 and 4. Get those working. Come back for the rest.
the research layer
๐ System 1: Outlier hook research
What it does: finds the hook patterns already winning in your niche so you stop writing reels from scratch.
Tool stack:
- Apify Instagram Reel Scraper (actor name
apify/instagram-reel-scraper, $1 per 1,000 reels). Best option for serious research.
- Free alternatives: Outliers Chrome extension or ViewRank Chrome extension. Both surface outlier scores inline on Instagram.
- An LLM: Claude, ChatGPT, or Gemini all work.
Steps:
- Pick the niche you want to mine (AI for marketers, fitness, productivity, money, etc.)
- If using Apify: set
resultsLimit to 100, filter by view threshold (e.g. 50k+), export as CSV
- If using a Chrome extension: scroll your niche feed, screenshot or note the top outliers (5x+ above the creator's average)
- Open your LLM, paste the data, run the prompt below
Paste-ready prompt:
๐ The hook pattern finder
You're a viral content analyst. Below is a dataset of high-performing Instagram reels from my niche.
Cluster the hooks into patterns. For each pattern, give me:
- The formula (e.g. "did you know X, here's how to Y")
- 2 examples pulled from the dataset
- A strength score from 1 to 10
- Why this pattern works psychologically
[paste your data here]
Things to know:
- Saves count is not publicly exposed by Meta. No scraper can give it to you. Sort by views, likes, and comments instead.
- Apify actors occasionally break when Meta ships anti-scraping updates. They usually patch within days.
- Run this weekly. Hook patterns rotate fast.
the writing layer
๐ค System 2: Multi-agent script orchestrator
What it does: generates teleprompter-ready reel scripts in 15 minutes using a coordinated team of Claude agents, not one chat window.
โ ๏ธ Honest note: this is the most complex of the four. If you've never opened an IDE, build Systems 1 and 4 first. Come back when you're comfortable.
Tool stack:
- Claude (Pro or Max) for the agents
- Antigravity IDE, free, Google's AI-native IDE to wire it together. Cursor works as alternative.
- Claude Code if you want full CLI control (optional)
How it works:
Heavily inspired by Nick Saraev's directives + orchestration + execution framework. Watch his full video before building: How I automated my YouTube channel in 24 mins
- An orchestrator receives the topic and routes work
- A Researcher subagent fans out into 5 parallel micro-researchers (one per angle source)
- A Drafter writes the raw script
- A QA Agent edits against your style guide and voice rubric
Setup steps:
- Install Antigravity from antigravity.google
- Create a Claude project for your brand. Load your brand voice doc, style guide, ICP, content pillars, and past winning reels into Project Knowledge.
- Set up the directives + executions folder structure (Nick walks through this in the linked video):
directives/ holds plain-English markdown files describing what each workflow does
executions/ holds the actual scripts that do the work
- In Antigravity, open Claude and paste this prompt:
๐ค The orchestrator build brief
I'd like to build a multi-agent script generator for my Instagram reels.
The orchestrator should spin up 3 subagents on demand:
- A Researcher that fans out into 5 parallel micro-researchers (one per angle source: hook bank, niche outlier database, saved post archive, style guide, YouTube transcripts)
- A Drafter that writes the raw script
- A QA Agent that edits against my style guide and voice rubric
Use Nick Saraev's directives + executions framework. Directives folder holds plain-English instructions, executions folder holds Python scripts.
Before we build, please:
1. Look at pre-existing solutions online to see if anyone has done something similar
2. Come up with 3 different approaches
3. Lay them out so I can pick
We'll proceed after I choose.
- Use Plan Mode so Claude maps out the build before executing.
- Pick the approach, then have Claude build it.
Things to know:
- 30 to 60 minute build, not a 5-minute setup. Expect back-and-forth.
- Your brand voice doc is what makes the Drafter sound like you. Spend real time on that doc.
- Test on one topic first before running it on your whole content pipeline.
- API costs roughly $25 to build, then a few cents per script.
the filming layer
๐ฌ System 3: The "cut cut" filming hack
What it does: lets you film a reel straight through without stopping for mistakes. Say a marker word ("cut cut" or "snip snip") when you mess up, then trim the bad takes in post.
Credit: inspired by Nick Saraev. His system is built for YouTube long-form (5 to 15 minutes). I adapted the idea for Instagram reels. Watch his full video, it's worth the 24 minutes: How I automated my YouTube channel
Path A: Beginner (do today, no setup)
Tools: Descript (free tier works) plus your phone or camera.
- Film straight through your reel. When you mess up a line, say "cut cut" out loud and keep going. Don't stop, don't restart.
- Import the video into Descript. It auto-transcribes everything.
- Use Cmd+F (Mac) or Ctrl+F (Windows) to search the transcript for "cut cut".
- For each instance, delete the bad take BEFORE the marker word, plus the marker word itself.
- Export the clean reel.
That's it. 80% of the value, zero coding. Most people only need this path.
Path B: Advanced (Nick's automated system)
This is what Nick built. He filmed his entire 24-minute video using this exact system, and it ran the cuts, silence removal, audio polish, and intro animation automatically.
Tools: Antigravity or Claude Code, Anthropic API key, ~$25 in build credits.
What Nick's system does:
- Extracts audio from your recorded video
- Runs Solera VAD (neural voice activity detection) to detect speech vs silence
- Auto-removes silence gaps above 0.5 seconds
- Finds your marker words and trims the bad takes before each one
- Applies audio enhancements and color grading
- Uses hardware acceleration, faster than Premiere Pro
Build steps for a simplified Instagram version:
- Open Antigravity (or Claude Code if you're CLI-comfortable)
- Activate Plan Mode
- Paste this prompt:
๐ฌ The auto-edit build brief
I'd like to build a simple workflow that takes an Instagram reel video as input and outputs a clean, ready-to-upload MP4.
The workflow should:
1. Identify silence gaps above 0.5 seconds and cut them
2. Find where I said the marker words "cut cut" or "snip snip" and trim the bad takes before each instance
3. Apply basic audio enhancement
4. Output a clean MP4 at vertical 1080x1920
Before we build, please:
1. Look at pre-existing solutions online (Solera VAD, MoviePy, FFmpeg-based approaches)
2. Come up with 3 different approaches
3. Lay them out so I can choose
Once I pick, build it using Nick Saraev's directives + executions framework.
- Test on a 1-minute clip before running it on a longer file.
- Nick released his full directives and executions free in his video description. Highly recommend pulling those as your starting point.
Things to know:
- Path A works immediately. Path B is a real project. Choose based on how many reels you film per week. Under 5 a week? Path A is more than enough.
- Nick's full system is overkill for 60-second reels. Silence detection and color grading matter way more for long-form YouTube. For Instagram, the cut-cut trick alone is the unlock.
- Descript also has built-in filler-word removal ("um", "like", "you know"), nice bonus on top of cut-cut.
the memory layer
๐ง System 4: Content engine + brand keeper
What it does: holds your entire brand in one Claude project so you stop re-pasting context every chat. It becomes your content strategist on call.
Tool stack:
- Claude Pro or Max (Pro is enough to start)
- Notion or Google Docs to draft your brand files
Step 1: Create the brand files
Draft these once. You'll never have to rewrite them. Take a real hour on each.
- Brand voice doc (1 to 2 pages): how you sound, words you use, words you avoid, energy level, sentence length, common phrases
- Style guide (1 page): hook style, pacing, CTA preferences, sign-off lines, formatting rules
- ICP profile (1 page): who you talk to, what they want, what they're stuck on, their goals, their fears, what they buy
- Content pillars (1 page): your 3 to 5 pillars, what each one teaches, the funnel role of each (TOFU, MOFU, BOFU)
- Past winning reels (running list): links to your top 10 reels plus a sentence on why each one worked
Step 2: Create the Claude project
- In Claude, click "+" next to Projects in the sidebar
- Name it "[your handle] content engine"
- Click "Add to project knowledge" and upload all 5 brand files
Step 3: Set the system prompt
Paste this into the project's custom instructions:
๐ง The project instructions
You are my content strategist for [your handle]. You have access to my brand voice doc, style guide, ICP profile, content pillars, and past winning reels.
When I ask for content ideas, scripts, or hooks, you always:
- Stay in my voice (avoid AI-sentence-structure tells like "no filler. no fluff. no waste.")
- Match one of my content pillars
- Solve a real problem my ICP is sitting with
- Use the hook structure I prefer
- Close with the CTA style I use most
When I drop new saved posts, screenshots, voice memos, or ideas into the project, add them to your working set. When I ask "what should I film next," pull from those plus my winners list.
Step 4: Use it daily
When you save an interesting reel, screenshot it and drop it into the project knowledge. When you have a voice memo with an idea, transcribe it and drop it in. The project gets smarter every week.
When it's time to film, ask:
๐ฅ What should I film next
Looking at my saved ideas and past winners from the last 2 weeks, what should I film next? Give me 3 angles ranked by potential. For each:
- The hook (in my voice)
- Which pillar it fits
- The problem it solves for my ICP
- A draft CTA
Things to know:
- Your output is only as good as your brand voice doc. Bland voice doc, bland scripts.
- Refresh the past-winners list every 2 to 3 weeks. Stale references make stale ideas.
- This is the most underrated of the 4 systems. Everyone wants the fancy multi-agent stuff, but this is what actually makes Claude useful day-to-day.
put it together
๐ The full loop
Run them in this exact order if you're starting from scratch:
- Set up System 4 first. Build your brand voice doc and Claude project. Without this, nothing else hits your voice.
- Run System 1 weekly. Surface this week's hook patterns. Drop them into your content engine.
- Use System 3 Path A to film. Save hours per reel without the technical lift.
- Build System 2 when you're consistently shipping daily and ready for leverage. This is your end-state. Not your starting line.
That's the stack. Brand keeper, hook research, frictionless filming, multi-agent scaling. The same loop I'm still running today.
๐ก Quick tips
- Start small. Pick the easiest system. Get it working. Move on. Don't try to build everything in one weekend.
- Your brand voice doc is the moat. Better doc, better output, across every system.
- Don't gatekeep your wins. Send this to one friend who's stuck on Instagram.