24 courses · 18 fully KO'd
1,314 frameworks, 751 skills, 216 agents on disk across them.
Kallaway Short Form Academy is done
It was “not started” on 24 Sep. Now 71 skills and 44 agents, the richest hook source you have.
6 forged funnel skills still not installed
affiliate-offer-selector, caption-keyword-dm-funnel and 4 more sit on the Data drive, not in ~/.claude/skills.
PDF blind spot fixed in the pipeline
KO now reads transcripts and converted PDFs together (27 Sep). Riley, AI Filmmaker and Marketing Mafia are re-running to pick up the text they missed.
Lane 2 caught up
Trainity (LoRA identity method) and Christie AI (Fanvue business playbook) are now fully KO'd. AI Filmmaker is re-running with its transcripts.
AI Creator Lab ($10k–$50k/mo with AI Influencers)
Lane 1COMPLETE
39videos
39transcripts
21frameworks
14skills
0agents
5ontologies
1learn. forge
- Casual iPhone look beats studio polish: short prompts, flat light, no filters.
- Hook → body → CTA with a delayed product reveal; the product arrives after the value.
- Burner accounts to test a niche; one Amazon tracking ID per persona page.
Skills worth usingcasual-iphone-aesthetic-rulehook-body-cta-emotional-architecturedelayed-product-reveal-methodicp-first-avatar-reverse-engineeringburner-account-niche-saturationcross-niche-matrix-arbitrage
Next: Already turned into docs/flow-veo-sop.md. Use it; no KO work needed.
Ad Creators Lab – AI Ads That Scale
Lane 1COMPLETE
68videos
68transcripts
76frameworks
52skills
9agents
11ontologies
5learn. forge
- Paid ads with AI creators: character + voice consistency, hook/hold custom columns, creative sandbox testing.
Skills worth usingcharacter-consistency-methodconsistent-voices-methodcustom-column-hook-hold-metricshook-variation-editingcreative-sandbox-testingcreator-management-tracker
Next: Complete. Relevant once an Engine 1 client runs paid Meta ads.
Andy Han – AI Video Skool
Lane 1COMPLETE
23videos
23transcripts
24frameworks
11skills
12agents
5ontologies
1learn. forge
- Real reference photos beat described scenes; separate the roles of each reference.
- Add deliberate imperfection for photorealism.
- Make the spec creative before the pitch (Ch5 monetisation, from PDFs).
Skills worth usingreal-reference-methodphotorealism-imperfection-stackstart-end-frame-controlmaster-asset-pipelineportfolio-image-matrixreference-role-separation
Next: Complete; PDFs were staged into transcripts/ (40k words), so Ch5 is covered.
Club Life Design – The UGC Masterclass
Lane 1COMPLETE
47videos
46transcripts
68frameworks
42skills
10agents
7ontologies
2learn. forge
- The brand-side UGC business: portfolio, pitch, follow-up, negotiate, get paid.
- Metrics-driven proposals beat 'I make content' pitches.
Skills worth usingugc-pitch-craftingmetrics-driven-proposalsprofessional-portfolio-presentationnegotiation-techniques-for-creatorseffective-ugc-hooksugc-delivery-best-practices
Next: Complete. Use when Engine 1 (brand retainers) starts selling.
Creative Diversity Decoded
Lane 1COMPLETE
0videos
0transcripts
19frameworks
12skills
7agents
5ontologies
1learn. forge
- Multiply angles across persona × awareness level.
Skills worth usingangle-multiplication-methodpersona-x-awareness-planning-gridcreative-diversity-formula
Next: Complete (document-based course). Use for Engine 1 ad variety.
Daniel Riley – AI Video Bootcamp (incl. AI Advertising UGC)
Lane 1COMPLETE
89videos
88transcripts
119frameworks
50skills
49agents
5ontologies
1learn. forge
PDF text on disk: 235,950 words vs 129,815 transcript words
- Includes the AI Advertising UGC module (not yet mined).
Next: First KO (26 Sep) read transcripts only. Re-running 27 Sep on 265 files / 365k words including the PDFs.
Marketing Mafia – Anti-Slop AI UGC System
Lane 1COMPLETE
67videos
50transcripts
46frameworks
28skills
4agents
14ontologies
6learn. forge
PDF text on disk: 59,281 words vs 3,944 transcript words
- The 7 'looks-AI' tells and a shot-for-shot spec per clip.
- Reverse-engineer a real winning UGC video before prompting (reference-first).
- One winning hook → 10 angle variants.
Skills worth usinganti-slop-prompt-engineeringreference-first-ugc-sourcinghook-variation-engineugc-production-pipelinegemini-ugc-deconstructorsora-consistent-character
Next: 8 skills already installed in ~/.claude/skills. This is the avatar-QA bar.
Marketing Mafia – The AI UGC System (_Incoming copy)
Lane 1COMPLETE
141videos
141transcripts
22frameworks
10skills
9agents
3ontologies
1learn. forge
PDF text on disk: 126,742 words vs 15,712 transcript words
- Lock the character prompt, then vary scene only.
- Volume over preciousness: a portfolio of many creatives.
Next: First KO read ~10k words; the fixed loader reads ~66k. Re-run queued 27 Sep (after AI Filmmaker).
AI Filmmaker Academy – AI Influencer Masterclass
Both lanesCOMPLETE
36videos
36transcripts
23frameworks
8skills
11agents
5ontologies
1learn. forge
- Build the persona as a layered identity stack (niche → traits → look), then lock identity and vary only the scene.
- Motion prompts in three layers: character, camera, environment, directed separately then combined.
- Double every breakout post (Winner Doubling Loop); run an AI-persona risk audit before posting.
Skills worth usinggenerate-curate-refine-workflowthree-layer-motion-promptprompt-priority-stackseamless-narration-loopdistinctive-trait-alignmentaudience-value-pricing
Next: Re-run 27 Sep on ~50k words (was 4k). Old run's Fanvue skill wasn't re-forged; it's kept in data/ko-backups/.
Creator Secrets VIP (Scotty Art)
Both lanesPARTIAL
158videos
158transcripts
439frameworks
231skills
18agents
5ontologies
0learn. forge
- Pick the back-end offer first, then the niche (Backend-First Niche Selection).
- Comment keyword → DM → bridge page. The AI content earns the click; the sale happens elsewhere.
- Own 3–5 recurring AI characters (AI Influencer IP Ownership).
Skills worth usingproduct-first-niche-selectionaffiliate-first-validation-methodkeyword-triggered-dm-funnelbridge-page-funnel-architectureai-influencer-consistency-pipelinescroll-stop-hook-sequencing
Next: Learning forge folder is empty. Low priority: frameworks and skills are what the lanes use.
AI Creator League – AI Content That Looks 100% Real
Both lanesNOT STARTED
55videos
55transcripts
0frameworks
0skills
0agents
0ontologies
0learn. forge
- 'AI content that looks 100% real': realism craft for both lanes.
Next: Transcribed 55/55; KO not run yet. The incoming watcher should pick it up.
Christie AI – AI Model Launchpad
Lane 2COMPLETE
20videos
20transcripts
16frameworks
6skills
6agents
5ontologies
1learn. forge
- Fanvue three-tier ladder: free teasers → subscriber content → premium private offers.
- Three Instagram accounts with separate jobs (brand, reach, conversion) so aggressive growth can't sink the main page.
- Warm new accounts up gradually before linking out; each platform has one job in the funnel.
Skills worth usinggradual-trust-warm-uplifestyle-authenticity-mixthree-reference-face-fusionstart-end-pose-bridging
Next: KO complete 27 Sep (16 fw, 6 skills, 6 agents). The most complete Lane 2 business playbook you have.
Trainity Lab – Hyper-Real AI Model Influencer
Lane 2COMPLETE
36videos
36transcripts
15frameworks
7skills
4agents
3ontologies
1learn. forge
- Identity lock stack: fixed seed + reference images + ControlNet + a trained LoRA keep one recognisable model.
- Train the LoRA on a diverse but captioned dataset, then pick the epoch by prompt fidelity and face consistency.
- Minimal motion prompts; dialogue sized to the clip length. Rent cloud GPUs by value, not raw speed.
Skills worth usingdiverse-lora-dataset-designprompt-fidelity-epoch-selectiontwo-pass-detail-refinementcontrolled-parameter-tuning
Next: KO complete 27 Sep (15 fw, 7 skills, 4 agents). Its LoRA method maps onto Beast local generation for Lane 2.
Ai Revolution Bundle – Faceless AI Digital Creator
SupportCOMPLETE
82videos
82transcripts
66frameworks
60skills
2agents
5ontologies
1learn. forge
- Faceless organic: viral clip sourcing, product-in-hand content, three-step traffic → conversion funnel.
Skills worth usingtiktok-organic-frameworkviral-clip-sourcingproduct-in-hand-organic-content-creationthree-step-traffic-conversion-funnelviral-script-structure
Next: Complete here (the 24 Sep table said 'no KO' for this copy).
Brainrot Stories – Ai Pro School (quarantined)
SupportCOMPLETE
13videos
15transcripts
13frameworks
13skills
0agents
3ontologies
3learn. forge
PDF text on disk: 32,406 words vs 26,996 transcript words
- Reach, not revenue: brainrot needs a monetisation rail bolted on first.
Skills worth usingstart-end-frame-storyboardinghook-first-clip-pacingmulti-reference-consistency
Next: Quarantined 24 Sep. Leave it.
Daniel Iles – Viral Coach
SupportCOMPLETE
542videos
330transcripts
154frameworks
104skills
13agents
21ontologies
6learn. forge
PDF text on disk: 445,978 words vs 548,529 transcript words
- Script the hook first, then test hooks; high/low edit testing.
Skills worth usingscript-first-hook-frameworkhook-performance-testing-loophigh-low-edit-testing-frameworkobservation-hook-frameworkvisual-hook-blueprint
Next: Complete and large (542 videos). Pull hook skills on demand.
Danny Why – Faceless Profits
SupportCOMPLETE
20videos
20transcripts
8frameworks
7skills
0agents
2ontologies
1learn. forge
- Find viral niches by reverse-engineering outliers.
Skills worth usingfinding-viral-nichesreverse-engineering-outliers
Next: Complete but thin. Reference only.
Kallaway – Short Form Academy
SupportCOMPLETE
136videos
214transcripts
140frameworks
71skills
44agents
5ontologies
1learn. forge
- Hook = context + contrast; validate a hook on three layers before filming.
- Transpose proven hooks into your niche; re-hook continuously through the video.
- 5× outlier filter for topic research.
Skills worth usingvalidated-hook-transpositionfour-layer-hook-alignmentthree-layer-hook-validationhook-body-payoff-formulacontinuous-rehook-chaincontrast-first-script-design
Next: Complete since the 24 Sep table (was NOT STARTED). The VC's kallaway-video-production skill draws on it.
Miko – The Complete AI Content System V3
SupportCOMPLETE
18videos
18transcripts
15frameworks
7skills
6agents
4ontologies
1learn. forge
PDF text on disk: 59,123 words vs 31,002 transcript words
- Continuity: regenerate from an anchor frame; extend from the first clip; upscale then normalise.
Skills worth usinganchor-frame-regenerationfirst-clip-continuity-extensionupscale-then-normalizemovement-matched-extension
Next: PDF text (59k words) is double the transcripts (31k) and wasn't staged. Check it before trusting coverage.
Phed – Faceless YouTube Growth
SupportCOMPLETE
56videos
56transcripts
30frameworks
12skills
12agents
3ontologies
1learn. forge
- $2k faceless-YouTube programme: niche, channel setup, hiring a team, thumbnails, promotions, extra revenue.
Next: High priority (Paul, 27 Sep). Its 26 Sep KO failed (Beast model not found); re-running on Codex after Marketing Mafia.
Ai Revolution Bundle – Faceless AI Digital Creator (Data copy, KO'd)
SupportPARTIAL
82videos
81transcripts
0frameworks
6skills
0agents
0ontologies
1learn. forge
- Home of the forged faceless funnel skills.
Skills worth usingaffiliate-offer-selectorcaption-keyword-dm-funnelfaceless-organic-funnel-architectviral-posting-preflightwinning-product-research-protocolclip-count-content-replicator
Next: These 6 skills are still NOT in ~/.claude/skills. Install them (VC plan step 1).
Faceless YouTube Empire
SupportNOT STARTED
0videos
0transcripts
0frameworks
0skills
0agents
0ontologies
0learn. forge
Next: Stub: 0 videos. Skip.
Haaris Iftikhar – TheFacelessFormula
SupportNOT STARTED
66videos
0transcripts
0frameworks
0skills
0agents
0ontologies
0learn. forge
- Faceless YouTube, including a niche list PDF.
Next: Not started: 66 videos, 0 transcripts. Lower priority (YouTube RPM, not either lane).
Kallaway – Short-Form Hooks Workshop
SupportNO SOURCE TEXT
1videos
0transcripts
0frameworks
0skills
0agents
0ontologies
0learn. forge
Next: Single video, no transcript. Low value next to Short Form Academy; skip.
Lane fit and “skills worth using” are judgement calls; every skill named is checked against the course's folder at build time. Support means craft or hooks used by both lanes, or faceless YouTube (neither lane). KO state: COMPLETE = frameworks, skills, ontologies and learning forge all present.