⚡ Actionable Guide

The Short Form Playbook

A niche-swappable 10-week system for building authority through short-form video. Based on Kane Kallaway's Short Form Academy methodology — the same system that took a health food chef from 5K to 20K+ followers with 400K+ view videos in 10 weeks, and built three $1M+/year businesses from zero.

What This Is

A repeatable system for any niche that uses short-form video (Reels, TikTok, Shorts) to build an authority-driven personal brand. The same 4 pillars work for a health food chef, a financial advisor, a SaaS founder, or a local contractor.

4x
Avg View Increase
10 wks
To Breakout
400K+
Viral Threshold
4
Core Pillars
💡 The Core Insight

Most creators fail because they optimize for production quality instead of content architecture. The system works because it focuses on the 4 levers that actually drive views: what you talk about, how you open, how you structure the story, and how you edit the first 3 seconds. Everything else is noise.

The Lego Brick Framework

Every video is made of interchangeable "bricks" — idea, hook, format, visual style, story structure. You evaluate which bricks are working, why, and remix them. The difference between a 10K video and a 1M video is almost never execution — it's almost always the idea.

🧱 The 7 Content Bricks

Every short-form video is built from these components. Identify which bricks your top performers share, then remix them:

Idea/Topic Hook Format Visual Style Story Structure Contrast Level Payoff Type

🔬 The 4 Conditions for Success

1. Winning content — high quality, unique, authentic, valuable
2. Systematized process — repeatable workflow, not a full-time job
3. Funnel built — viewers → leads/buyers automatically
4. Offer designed — ecosystem aligns with what content attracts

The Results Framework

How Joanie (health food chef) went from 2K views/video to 102K average in 10 weeks. The transformation came from fixing 4 specific things — not from posting more, going viral by luck, or changing niches.

📊 Before (Week 0)

~5K followers ~2K views/video No breakout content

Standard content: recipes filmed in kitchen, conventional topics, slow hooks, no contrast or curiosity gaps.

🚀 After (Week 10)

20K+ followers 102K avg views 5 videos at 400K+

Optimized content: opposite-mashup ideas, pattern-interrupt hooks, tighter scripts, hook-first editing.

🔑 What Changed

Same person. Same niche. Same kitchen. Same camera. The only difference was the content architecture — what topics she chose, how she opened, how she structured the narrative, and how she edited the hook clips. That's the system.

The 4 Pillars of Short Form Growth

Every viral short-form video nails all 4. Most creators only get 1-2 right. The system fixes all 4 simultaneously.

💡 Pillar 1: Ideas

The Problem: Topics are too narrow, too conventional, or not curiosity-inducing.

The Fix: Mash together opposites. Convention + unexpected twist = instant curiosity gap.

🎯 Pillar 2: Hooks

The Problem: Hooks are too slow, too unclear, and not attention-grabbing.

The Fix: Pattern interrupt in the first 1-2 seconds. State the outcome before the process.

✍️ Pillar 3: Scripts

The Problem: Videos feel robotic, take too long to get to value, or lack narrative tension.

The Fix: Speed to value + contrast loops. Keep it natural but tighten the structure.

🎬 Pillar 4: Editing

The Problem: Hook clips don't follow a formula, pacing is flat, no visual pattern interrupts.

The Fix: Hook-first editing. Camera angle switches. Voiceover workflow for clean replication.

Ideas That Pop

Videos fail because the topics are too narrow, too conventional, or not curiosity-inducing enough. The fix: mash together opposites to create instant curiosity gaps.

The Opposite Mashup Formula

Formula
Take [CONVENTIONAL EXPECTATION] + [UNEXPECTED TWIST] = Curiosity Gap
NicheConventionalUnexpected TwistMashup Idea
Health FoodSugary dessertsLow sugar / sugar-free"I made a low-sugar cake that tastes like Cinnabon"
FinanceExpensive investing$0 budget"I built a $10K portfolio starting with $50"
Fitness2-hour gym sessions10-minute home workout"I got abs working out 10 min/day in my living room"
Real EstateLuxury homesFixer-upper budget"I turned a $30K dump into a $200K Airbnb"
SaaS/TechEnterprise toolsSolo founder hack"I replaced a $500/mo tool with a free spreadsheet"
CookingExpensive ingredientsDollar store meals"I made a gourmet meal entirely from Dollar Tree"

5 Idea Generation Methods

🔄 Opposite Mashup

Take what everyone assumes → flip it. Expensive → cheap. Hard → easy. Time-consuming → instant. Boring → exciting.

🆚 Versus Content

Pick two things people have strong opinions about. "X vs Y" or "Why X is better than Y" — guaranteed engagement from both sides.

😱 Myth Busting

Take something "everyone knows" → prove it wrong with evidence. "Why [popular belief] is actually terrible for you."

📦 Unboxing/Reveal

Build anticipation → reveal something unexpected. Works for products, results, transformations, comparisons.

⏱️ Speed Challenge

Do something impressive in an impossibly short time. "I learned [skill] in 24 hours" or "Built this in 60 seconds."

The Idea Mining Sprint

Pull 10-20 validated ideas from competitor data in under 1 hour. This is how SFA members never run out of content ideas.

1

Outlier Research

Find 10-15 videos in your niche that got 10x+ their creator's average views. These are your "outlier" signals — topics that broke through.

2

Analyze the Bricks

Break each outlier down by Lego Bricks: What was the idea? The hook? The format? The visual style? The contrast level? Look for patterns across winners.

3

Hold Winners, Remix Losers

Keep the winning bricks intact. Remix the losing bricks with your own twist. Each remix = a new validated idea. Run as a content experiment.

⚠️ Niche Swap Rule

The mashup formula works in ANY niche. The structure is always the same: conventional expectation + unexpected twist. Swap the niche-specific nouns and the formula stays identical. This is what makes the system scalable across verticals.

Hooks That Stop the Scroll

This was the single biggest improvement opportunity. Hooks were too slow, too unclear, and not attention-grabbing. Once optimized, views skyrocketed immediately.

The Triple Hook Technique

Kallaway's signature hook method — 3 steps that maximize retention from the first frame:

1

Context Lean-In

Explain what the video is about. Give the viewer a reason to care. "I'm about to show you..."

2

Scroll Stop Interjection

Contrasting statement that stops the scroll. "But here's what nobody tells you..."

3

Contrarian Snapback

Unexpected twist that snaps attention back. "The opposite is actually true."

🚨 The 5-Second Rule

You have 5 seconds to make the curiosity loop stick. If your hook doesn't create a curiosity gap, pattern interrupt, or emotional trigger in that window, nothing else matters. The hook carries 80% of your video's performance.

⚡ Text Hooks > Spoken Hooks

Critical insight: the most important part of your hook isn't what you SAY — it's what you SHOW on screen. Viewers visually lock onto text hook words faster than they can hear and comprehend the spoken hook. Always add bold text overlays for your hook in the first 1-2 seconds.

The Hook Formula

Hook Structure
[PATTERN INTERRUPT] + [OUTCOME/PROMISE] + [CURIOSITY GAP]

❌ Weak Hooks (Before)

"Hey guys, today I'm going to show you how to make a healthy dessert recipe that's really easy and delicious..."

Problems: Slow start, no urgency, no curiosity gap, generic promise

✅ Strong Hooks (After)

"This cake has zero sugar and tastes better than Cinnabon. Here's the secret ingredient nobody talks about."

Why it works: Immediate contrast, specific claim, hidden knowledge tease

7 Proven Hook Templates

#Hook TypeTemplateWhy It Works
1Contrast"This [common thing] is actually [opposite of what you think]"Challenges assumptions, creates cognitive dissonance
2Result First"I got [impressive result] by doing [unexpected thing]"Outcome before process — people want the shortcut
3Secret Reveal"The #1 mistake everyone makes with [topic]..."FOMO + fear of doing it wrong
4Controversy"Stop doing [popular thing]. Here's why."Strong opinion forces engagement (agree or argue)
5Specificity"[Exact number] [exact outcome] in [exact timeframe]"Specificity = credibility. Vague = ignored.
6Question"Why does [unexpected thing] happen when you [common action]?"Open loop — brain needs to know the answer
7Transformation"Watch what happens when [action] for [timeframe]"Anticipation of a visible change
🎯 Hook Testing Protocol

Film 3 different hooks for the same video. Post the one that makes YOU stop scrolling when you preview it. If you wouldn't stop for your own hook, nobody else will either. A/B test hooks by reposting the same content with different openings after 48 hours.

Scripts That Sell (Without Sounding Scripted)

Joanie's videos feel super natural and authentic — most are scripted but don't feel robotic. The key: tighten speed to value and build in contrast loops while keeping the conversational tone.

The Curiosity Loop Framework

The core psychology behind every high-retention video. The viewer starts believing A — you introduce B. The distance between A and B is "contrast." Bigger contrast = more curiosity = deeper hook. You don't just open one loop at the start — you continuously open new curiosity loops throughout the video.

Curiosity Loop Engine
Viewer believes [A — conventional assumption]
You introduce [B — unexpected reality]
Distance between A and B = [CONTRAST LEVEL]
Higher contrast = deeper curiosity = longer watch time

Repeat every 15-20 seconds with a NEW loop

The Script Architecture

Script Structure (60-90 second video)
[HOOK] — 0-3 sec — Pattern interrupt + promise
[CONTEXT] — 3-8 sec — Why this matters / setup
[VALUE LOOP 1] — 8-25 sec — First key insight/demo
[CONTRAST] — 25-30 sec — "But here's what most people miss..."
[VALUE LOOP 2] — 30-50 sec — Second key insight/demo
[PAYOFF] — 50-60 sec — Result / reveal / transformation
[CTA/LOOP] — 60-65 sec — "Follow for more" or open next loop

Speed to Value Rules

⏱️ Rule 1: Value by Second 8

Viewers decide to stay or leave in the first 8 seconds. Your first piece of actual value (not setup, not context — VALUE) must land by second 8. Cut everything before it.

🔄 Rule 2: Contrast Loops

Every 15-20 seconds, introduce a contrast: "But here's the thing..." / "What most people don't realize..." / "The opposite is actually true..." This resets attention.

🗣️ Rule 3: Talk Like a Friend

Write the script, then throw it away and explain it to a friend. The conversational version IS the script. If it sounds like a script when you read it, rewrite it.

✂️ Rule 4: Cut 30%

After writing your script, cut 30% of the words. Every sentence should earn its place. If removing a sentence doesn't lose meaning, remove it.

🎤 The Voiceover Workflow

Film the visual content separately from the audio. Record your voiceover after filming. This lets you: (1) match the audio perfectly to the visual beats, (2) re-record just the voiceover if it's not right, (3) edit faster since audio and video are independent tracks. This was a key part of Joanie's efficient workflow.

Edits That Retain

Joanie's editing style — switching between camera angles within her kitchen while making recipes — creates visual variety that keeps viewers engaged. The key optimization: making sure hook clips follow the formula.

Hook-First Editing Checklist

📹 Camera Angle Switches

Change angles every 3-5 seconds. Even in the same room, switching between wide, medium, close-up, and overhead creates visual variety that prevents scroll-away.

✂️ Cut the Dead Air

Remove every pause, "um," breath, and dead moment. Tight cuts feel faster and more engaging even at the same actual pace. Aim for zero wasted frames.

🔤 Text Overlays

Add text reinforcement for the hook (first 3 seconds) and key points. Many viewers watch without sound — text ensures they still get the value.

🎵 Audio Layering

Use trending audio or subtle background music to boost algorithmic reach. Keep voiceover clear and on top. Music should enhance, not compete.

The Line-by-Line Recording Method

Get usable footage in a single pass — no teleprompter, no retakes, under 20 minutes per video. This is the production efficiency hack that makes volume possible.

📹 How It Works

Record one line at a time. Say the line naturally, cut, say the next line. Each line becomes its own clip. Assemble in editing. The cuts create natural angle switches and pacing variety.

⚡ Why It's Faster

No memorizing scripts. No "take 17." No scrubbing through 10 minutes of footage to find the good 30 seconds. Every clip is usable. Total recording time: 15-20 minutes for a 60-second video.

The 3-Second Hook Clip Formula

Hook Clip Structure (first 3 seconds)
Frame 1: [VISUAL PATTERN INTERRUPT] — unexpected angle, movement, or close-up
Frame 2: [TEXT OVERLAY] — bold statement or question
Frame 3: [AUDIO HOOK] — voice starts mid-sentence or with energy
⚡ The Efficiency Hack

Build a template project in your editing app with your standard intro sequence, text styles, and transitions. Every new video starts from the template — not from scratch. This cuts editing time by 50% and ensures brand consistency across all content.

Niche Swap Guide

The system is niche-agnostic. Same 4 pillars, same formulas — just swap the nouns. Here's how it maps across verticals.

PillarHealth FoodFinanceSaaS/TechLocal Service
Ideas Sugary food made healthy Expensive strategy for free Enterprise tool replaced by hack Pro job done DIY (with limits)
Hook "This cake has zero sugar" "I saved $10K with a spreadsheet" "This free tool replaced our $500/mo stack" "This $15 fix saved a $3,000 repair"
Script Recipe demo → reveal twist → result Problem → hack → math proof → action Pain → tool demo → comparison → setup Mistake → fix → when to call pro
Edit Kitchen angles, ingredient close-ups Screen recordings, spreadsheet zooms Screen capture, UI walkthroughs Before/after shots, tool close-ups

Niche-Specific Content Angles

🍕 Food & Health

Healthy version of junk food 5-ingredient meals $X budget meals Meal prep speed runs

💰 Finance & Business

Free alternatives to paid tools Side hustle speed runs Money mistakes everyone makes Budget breakdowns

🏠 Home & Local

DIY vs Pro cost comparison Mistake → fix reveals Before/after transformations Hidden problems found

7-Day Content Accelerator

Can't commit to 10 weeks? This is the compressed version — 7 days to your first breakout video and a system you can repeat. Designed for speed, not perfection.

🎯 Goal by Day 7

7 videos posted. At least 1 video at 5-10x your current average views. A repeatable hook + script formula locked in. First followers from non-existing audience (cold traffic). Optional: a lead magnet or offer live to capture sales.

Day 1 — 90 min
Competitor Outlier Sprint
Do this: Find 15 videos in your niche that got 10x+ their creator's average views. Break each down by Lego Bricks (idea, hook, format, contrast level). Identify the top 3 patterns across winners. These become your first 7 video topics.
Deliverable: 7 validated topic ideas with hook angles identified
Day 2 — 60 min
Hook Lab — Write 21 Hooks
Do this: Write 3 hook variations for each of your 7 topics using the Triple Hook Technique (Context Lean-In → Scroll Stop → Contrarian Snapback). Film all 21 as 3-second test clips. Pick the strongest one per topic.
Deliverable: 7 finalized hooks with text overlay versions
Day 3 — 90 min
Script & Record Videos 1-3
Do this: Script videos 1-3 using the Curiosity Loop Framework. Open a new loop every 15-20 seconds. Use the Line-by-Line Recording Method — one line at a time, no retakes, under 20 min per video. Edit with hook-first approach (text overlay + angle switches).
Deliverable: 3 videos recorded, edited, ready to post
Day 4 — 60 min
Post + Record Videos 4-5
Do this: Post video #1. Record and edit videos 4-5. While those render, analyze video #1's first-hour performance: hook rate (3-sec views), watch time, saves. Note what's working.
Deliverable: 1 video live + 2 more recorded. First performance data.
Day 5 — 60 min
Post + Record Videos 6-7
Do this: Post video #2. Record and edit videos 6-7. By now you should see which hook style is getting the best 3-second retention. Double down on that style for videos 6-7.
Deliverable: 2 videos live + 2 more recorded. Hook pattern identified.
Day 6 — 45 min
Post Remaining + Triple Down
Do this: Post videos 3-5. If any video is at 3x+ your average, execute the Triple Down Method — create 2 targeted variations with tweaks to the winning bricks. These are bonus videos beyond the original 7.
Deliverable: 5 videos live. Triple-down content in progress.
Day 7 — 60 min
Analyze, Systematize, Monetize
Do this: Post remaining videos. Run the Batch Analyzer — which bricks are working? Lock in your winning formula (hook style + topic type + format). Set up your Buyer Activation Flow (link in bio → lead magnet or offer). Plan next week's content using the winning formula.
Deliverable: 7+ videos live. Winning formula documented. Lead capture live.

💰 Sales-Ready Add-On (Day 7)

Want to generate sales, not just followers? Add this to Day 7:

1. Create a $17-$27 lead magnet (checklist, template, or mini-guide)
2. Add "Link in bio" CTA to your top-performing video
3. Set up a simple landing page (Gumroad, Stan Store, or Carrd)
4. Post a "results reveal" video showing what the product delivers

📱 Video App Integration

Using a video editing app? Here's how it maps to the accelerator:

Day 2: Use the app's hook template library for 3-sec clips
Day 3-5: Batch record with Line-by-Line mode
Day 6: Auto-generate Triple Down variations
Day 7: Analytics dashboard shows winning bricks

10-Week Content Growth Bootcamp

Based on SFA's 3-phase structure: Learn & Calibrate → Experiment → Scale. Each phase builds on the last. By week 10, you'll have a repeatable content machine with proven hooks and a growing audience.

📋 SFA Program Context

The real SFA program costs $297/week (no contracts, avg stay 4-5 months ≈ $5-6K total). It includes 2 live calls/week with video reviews, a 1:1 strategy call after your first 10 videos, and an exclusive community. This bootcamp distills the core methodology into a self-guided version you can run independently.

Phase 1: Learn & Calibrate (Weeks 1-3)

Your first 10 videos. Focus on learning the systems, not going viral. Post 1/day max. After 10 videos, audit what worked and build your personalized roadmap.

Week 1
Foundation & Positioning
Do this: Identify which of the 5 Content Games you're playing. Define your Ideal Viewer Avatar. Lock in your Unique Signature Positioning. Audit your last 20 videos using the Lego Brick Framework — which bricks are working?
Output: Positioning doc + content game identified + brick audit
Week 2
Idea Mining & Hook Testing
Do this: Run your first Idea Mining Sprint — pull 10-20 validated ideas from competitor data in under 1 hour. Apply the Triple Hook Technique to your first 5 videos. Film 3 hook versions per video before choosing one.
Output: 20 validated ideas + 5 videos with Triple Hook structure
Week 3
Script & Edit Optimization
Do this: Implement the Curiosity Loop Framework — open new loops every 15-20 seconds. Switch to voiceover workflow. Build your editing template project. Focus on text hooks (visual > spoken). Post 5 more videos.
Output: 10 total videos posted + editing template + first audit

Phase 2: Experiment (Weeks 4-7)

Next 40 videos (4-5/week). Run Idea Mining Sprints every 2 weeks. Use the 2x3 Method — remix and run ideas as content experiments. Triple down on 10x performers.

Week 4-5
Volume & Pattern Recognition
Do this: Post 4-5 videos/week. Run Idea Mining Sprint every 2 weeks. Use the Batch Analyzer — every 10 reps, identify what to cut and where to focus. Track the Triple Metric Framework (only 3 data points that actually matter — 99% of analytics is noise).
Output: 20 total videos + first pattern recognition data
Week 6-7
Triple Down on Winners
Do this: When a video gets 10x your rolling average, execute the Triple Down Method — create 3 targeted variations with tweaks to the winning bricks. Build your hook swipe file from top performers. Refine your Line-by-Line Recording Method for faster production.
Output: 40 total videos + hook swipe file + 2-3x view increase

Phase 3: Scale (Weeks 8-10)

Next 50 videos (reaching 100 total). Dial in Buyer Activation Flows, $/View Model, and Signature Visual Style. This is where breakout content happens.

Week 8-9
Systematize & Monetize
Do this: Build your Buyer Activation Flow — route views into your funnel automatically. Implement the $/View Model to measure how well the engine is running. Batch content creation (film 5-10 videos in one session). Lock in your Signature Visual Style SOP.
Output: 70+ total videos + funnel live + consistent visual brand
Week 10
Breakout & Compound
Do this: Double down on what's working. If a hook style pops, use it 3 more times. Build your content calendar for the next quarter. Start repurposing top performers across platforms. Evaluate hiring (3 Level Hiring Playbook).
Output: 100 total videos + repeatable content machine + first breakout video(s)
📈 Expected Progression

Weeks 1-4: Foundation. Views may not change much yet — you're building the system. Weeks 5-8: Acceleration. Hook + script improvements compound. Expect 2-3x view increase. Weeks 9-10: Breakout. The system is dialed in. First viral videos likely. 4-5x average views is the target.

Offer Stack

Three ways to monetize this system — as an agency service, a digital product, or to promote a video app.

ENTRY PRODUCT
$27
The Short Form Playbook
Full guide + templates + hook swipe file
ADD-ON
$17
Hook Vault
50 proven hook templates by niche
UPSELL 1
$97
Video Review Pack
5 personalized video audits + feedback
UPSELL 2
$297
10-Week Coaching
Weekly group calls + full system implementation

🏢 Agency Service Angle

Sell "Short Form Content Management" to local businesses. Use this playbook as your internal SOP. Charge $1,500-3,000/mo for done-for-you short-form content. The playbook IS your process document.

📱 Video App Angle

Position the app as the "editing pillar" solution. "We built the tool that makes Pillar 4 automatic." The playbook drives users to the app for the editing template, hook clip generator, and batch workflow.

Ad Copy Templates

Fill-in-the-blank ad templates for promoting the playbook, agency service, or video app. Replace [BRACKETS] with your data.

🎯 Minimum Viable Ad

"[NICHE] creators are getting [X]x more views with this 4-pillar system. Same person. Same niche. Same setup. Different content architecture.

Get the playbook → [LINK]"

🔥 Triple Hook Ad

Premise: "A health food chef went from 2K views to 400K+ in 10 weeks."

Stakes: "She didn't change her niche. Didn't buy followers. Didn't go viral by luck."

Twist: "She fixed 4 things most creators get wrong — and the system works in any niche."

📱 Video App Promo Ad

"We built the editing tool that makes the Short Form Playbook work on autopilot.

Hook templates. Camera angle presets. One-tap batch editing.

The same system that generated 400K+ views — now in an app.

Try it free → [LINK]"

Tool Stack

Minimum viable tools for each pillar. Start with free options, upgrade as you grow.

PillarFree ToolsPaid ToolsWhat to Look For
IdeasGoogle Trends, Reddit, TikTok searchExploding Topics, SparkToroTrending topics, audience questions, viral patterns
HooksNotes app, voice memosPoppy AI, ChatGPTHook generation, A/B variations, niche-specific templates
ScriptsGoogle Docs, voice memosJasper, Copy.aiScript structure, speed-to-value optimization
EditingCapCut, InShot, VNPremiere Pro, Final Cut, [YOUR APP]Multi-angle editing, text overlays, batch workflow
AnalyticsNative platform analyticsSandcastles MCP (sandcastles.ai)Competitor watchlist, hook analysis, format tracking

🔬 Sandcastles MCP — The Secret Weapon

Sandcastles is a social media analytics platform that connects to Claude via MCP (Model Context Protocol). It gives AI live access to Instagram, TikTok, and YouTube Shorts analytics. Kallaway uses this to build data-backed content strategies.

📊 /analyze

Deep analysis of any video by URL — transcript, stats, idea breakdown, format, topic, hook structure, storytelling pattern, visual layout.

🎯 /hooks-watchlist

Top-performing hooks across your competitor Watchlist. A swipe file of working opening lines, performance-weighted.

💡 /video-suggest

Next video suggestions based on your performance patterns. AI recommends what to post next based on what's working.

🔍 /formats-watchlist

Top-performing content formats — talking head vs tutorial vs POV vs list. Know which format wins in your niche.

🤖 The "Text Hook Machine" Workflow

Using Sandcastles MCP + Claude: (1) Scan your Watchlist for top 100 outlier videos from last 6 months, (2) Extract text hooks into mad-lib formats and power words, (3) Build a performance-weighted database, (4) Generate 3 new text hooks per topic with data-backed explanations, (5) Optionally auto-scan daily for new competitor outliers. This turns hook creation from guesswork into data science.

Metrics & Benchmarks

Track these weekly. If a metric isn't improving after 3 weeks, the corresponding pillar needs work.

MetricWeek 1-2Week 5-6Week 9-10Pillar
Avg Views/VideoBaseline2-3x baseline4-5x baselineAll 4
Hook Rate (3-sec views)30-40%50-60%65%+Hooks + Editing
Avg Watch Time30-40%50-60%65%+Scripts + Editing
Save Rate1-2%3-5%5%+Ideas + Scripts
Share Rate0.5-1%2-3%3%+Ideas
Follower Growth/Week100-300500-1K1K-3K+All 4
📊 The Only Metric That Matters

Views per video (non-outlier average). Everything else is a leading indicator. If your average views are going up, the system is working. If they're flat after 4 weeks, audit your hooks first — that's the highest-leverage fix.

Where This Came From

This playbook synthesizes research from multiple sources beyond the original newsletter email. Every framework, formula, and system referenced here has a traceable origin.

📧 Newsletter: Content Dept.

Kallaway's beehiiv newsletter (www.content.game) published by Wavy Labs, San Diego. The Joanie case study (health food chef, 5K→20K followers in 10 weeks) originated here.

content.game →

🎓 SFA Program Page

onefactor.ai/kallaway/academy — the Short Form Academy landing page with full curriculum details, the 6 systems, 3-phase structure, and member results.

onefactor.ai →

🎬 YouTube: @kallawaymarketing

Kallaway's YouTube channel with the 6 Hook Archetypes video (256K+ views), Triple Hook Technique breakdowns, and content strategy deep dives.

YouTube →

🔬 Sandcastles MCP

sandcastles.ai — social media analytics platform with Claude MCP integration. 8 tools for competitor analysis, hook swipe files, format tracking, and video suggestions.

sandcastles.ai →

👤 Kane Kallaway

1M+ followers, 1B+ views, three $1M+/year businesses built from zero. @kanekallaway on Twitter, @kallaway on IG/TikTok/Threads. Built onefactor.ai as a community platform.

🏢 Wavy Labs

Kallaway's company. 1980 Kettner Blvd, San Diego, CA 92101. Contact: kallaway@wavylabs.co. SFA pricing: $297/week, no contracts, avg stay 4-5 months.

📋 Frameworks & Their Origins

Lego Brick Framework — SFA curriculum core, referenced on onefactor.ai and YouTube
Triple Hook Technique — SFA scriptwriting system, detailed in YouTube content
Curiosity Loop Framework — SFA scriptwriting system, "contrast" principle from newsletter + SFA page
Idea Mining Sprint — SFA ideas system, "pull 10-20 validated ideas in under 1 hour"
Line-by-Line Recording — SFA production system, "usable footage in a single pass"
Text Hooks > Spoken Hooks — Kallaway's "Text Hook Machine" newsletter (Aug 2026)
Triple Down Method — SFA growth system, "when a video gets 10x your rolling average"
Batch Analyzer — SFA growth system, "every 10 reps, tells you what to cut"
5 Content Games — SFA positioning system framework
Sandcastles MCP — sandcastles.ai, used by Kallaway for data-backed content strategy