Concept PDF
The full architecture of an AI-driven shorts pipeline. Read in 90 minutes; build in a weekend.
$50
// source-owned · multi-channel · module-ready
Own the shorts pipeline behind the offer.
Start with the architecture.
Read the system map first: AI mode, manual mode, clip farming, TikTok publishing, captions, analytics, and rulesets.
// pick your entry point
Pick the artifact you actually need next.
Buy nowRead details7-day refund window
Full AI pipeline
PDF + full repo with AI mode enabled. LLM-driven script + metadata generation. Bring your own AI API key.
$250
All-in bundle
PDF + AI repo + all shipped module add-ons, including the n8n Workflow Pack and AI Rulesets. Saves $251 vs à la carte.
$1,000
$749
Save $251
// mass-production SaaS stack
The mass-production alternative is a monthly stack.
A rented setup that gets closer to daily production needs higher-volume subscriptions for generation, clipping, voice, captions, and repurposing. agentshorts keeps the bundle as source code you own; provider usage and API costs remain yours.
- production SaaS stack
- $401/mo
- $4,812 year one
- agentshorts all-in
- $749
- agentshorts full solution a la carte: $1,000
one-year production SaaS stack costs about $4,063 more than the all-in bundle. bundle saves $251.
Adjacent providers the framework can leverage
This delta is purchase-price math, not an all-in operating-cost promise. The repo can still use adjacent usage-billed model and voice providers through your own keys, so generation usage remains a pass-through cost you control.
lineplanusd/mo
Evidence uses public paid-plan prices checked in May 2026 for production-leaning creator/team tiers. Taxes, overages, FX, API usage, and plan changes are not included.
// two modes · same pipeline
LLM where it matters, approval where it counts.
AI mode uses your Anthropic key for scripts, metadata, and localization while the same repo handles TTS, video assembly, captions, upload prep, and review gates.
Your scripts, same production rig.
You write scripts and metadata in markdown. The downstream system still handles voice, video, captions, translation, YouTube upload, and TikTok handoff.
Your repo, your brand rules.
Generated videos are configurable from source: presets, aspect ratios, captions, colors, templates, voices, policy checks, and export rules live in files you can inspect and change.
- Control render presets and provider selection
- Tune captions, layouts, pacing, and channel language
- Keep platform rules and brand defaults beside the code
// tier-3 modules
Add the operating layer when the base pipeline starts moving.
Analytics Suite add-on
Channel performance dashboards, bulk underperformer cleanup, schedule intelligence.
$100 standalone
or $749 all-in (save $251)
Clip Harvester add-on
Twitch + YouTube viral-clip discovery, 9:16 conversion, multi-platform syndication.
$100 standalone
or $749 all-in (save $251)
TikTok Publisher add-on
Direct TikTok Content Posting API integration, multi-account fanout, retry logic.
$100 standalone
or $749 all-in (save $251)
Viral Captions Engine add-on
Retention-tuned caption rendering, viral-mode style presets, live preview.
$100 standalone
or $749 all-in (save $251)
n8n Workflow Pack add-on
Importable n8n AI workflow automation templates for intake, approvals, render-worker handoff, publishing queues, and analytics callbacks.
$100 standalone
or $749 all-in (save $251)
AI Rulesets — YouTube
YouTube July-2025 inauthentic-content checklist, Made-with-AI label helper, title/desc/tag char limits, policy-risk heuristics, advertiser-friendly scoring.
$100 standalone
or $749 all-in (save $251)
AI Rulesets — TikTok
TikTok AI label helper (C2PA-aware), FYP-risk heuristics, caption + hashtag rules, music license cross-post check.
$100 standalone
or $749 all-in (save $251)
// bundle calculator
Model the module stack before you buy it piece by piece.
full solution à la carte: $1,000 · bundle: $749 · you save: $251
Architecture
How the repo hands work from idea to upload
Seven file-backed stages. AI or manual inputs. Modules hook in at the boundaries.
1trend
2script
3metadata
4TTS
5video
6translate
7upload
Real CLI. Real config. Real module hooks.
# 1. Pick the operating mode (config/profile.yml)mode: "ai" # or "manual" — same downstream pipelinegeneration: preset: "starter"languages: targets: ["en", "pt-br"] # 2. Verify config, auth TikTok, and discover installed modules$ node doctor.mjs$ node tiktok-auth.mjs horror-en$ node bin/agentshorts.mjs --list # 3. Produce clips and publish through the same upload boundary$ node produce-clips-week.mjs --shorts-per-channel 1$ node upload-clips-week.mjs [pipeline] scan → script/manual → tts → video → metadata → upload [modules] viral-captions:before:upload → ai-rulesets-youtube:before:upload [tiktok] inbox draft created for operator reviewWhat you buy is a Node repo you clone, configure, and run. The lines below mirror the current buyer repo: AI/manual modes, TikTok auth, clip batches, and module discovery. See pricing →
Model a conservative channel scenario.
Assumption-based monthly revenue for a faceless channel running the pipeline daily. Move the sliders. The chart updates.
Uploads per day5 / day
13510
Average views per short5k
1k5k25k100k
Monetization tier
Higher tier = better niche, better hook, multi-platform monetization, affiliate income, sponsorships.
Modeled monthly revenue
$375
Year 1 cumulative
$3,694
Full AI pipeline price recovered in scenario
3 months
$250 of running
Cumulative income — 12 months
USD// rotating workflow notes
Mixed workflow-fit notes from generated production scenarios.
Illustrative scenario notes, not buyer reviews or ratings. English storefront notes stay English-only. Real outcomes depend on niche, inputs, review discipline, and distribution.
podcast clip repurposing
US · podcast producer
generated scenario
It did not pop right away. We spent like 3 weeks fixing boring hooks. Once that got better, cutting podcast clips stopped eating the whole afternoon.
newsletter-to-video briefs
UK · newsletter operator
generated scenario
I thought it would be a shorts thing, but it became a newsletter repurposing thing. Research in, LinkedIn clips and archive videos out.
sales explainer clips
Canada · B2B consultant
generated scenario
For consulting it was not plug and play. Had to build examples first. After that, the short explainers made sales calls way less repetitive.
workout plan clips
India · fitness programmer
generated scenario
This ended up being more useful for members than for viral posts. Weekly plans turned into app updates, email clips, and a few decent acquisition videos.
FAQ
Why is the bundle $749 vs $900 à la carte?
Because the base repo and seven shipped modules share one plugin contract. You save when you buy the full surface together, and setup stays focused on channel decisions instead of repeated checkout and dependency sequencing.
What changed in the latest product package?
The buyer repo now presents AI mode and Manual mode clearly, includes clip-farming docs, ships TikTok publishing as a real module surface, and exposes Analytics, Clip Harvester, Viral Captions, and AI Rulesets through the plugin loader.
Will this work if I don't already run agents?
Yes, but pick the right entry point. The Concept PDF gives the system map, the Manual-mode repo path avoids LLM spend, and the Full AI pipeline is for buyers ready to configure provider keys and operate the repo.
// choose the next artifact
Own the workflow instead of renting another black box.
Get the source-code workflow, docs, and setup path for publishing Shorts with your own accounts, provider keys, and module stack.