# Glossary

Every defined term used in the vault, with one-line definitions and links to the canonical note.

## Concepts

- **AI Agent Skills (Claude)** — Custom-configured Claude agents pre-loaded with specific SOPs for distinct multi-step workflows. → [[concept-ai-agent-skills]]
- **AI Browser Automation** — Use of the Claude in Chrome extension to grant an AI agent authenticated DOM access for scraping and interaction. → [[concept-browser-automation]]
- **Viral Outlier Spotting** — Flagging reels that perform ≥5x above a creator's baseline view count (top 10% excluded from baseline). → [[concept-viral-outlier-spotting]]
- **Knowledge Base Priming** — Feeding the AI a corpus of the user's past transcripts/calls/presentations to align voice and frameworks. → [[concept-knowledge-base-priming]]
- **Webhook Integration** — A custom HTTP endpoint that lets Claude trigger external workflows in n8n via POST. → [[concept-webhook-integration]]
- **Audio Transcription Workaround** — Using n8n to fetch audio and Groq/Whisper to transcribe, compensating for Claude's lack of native audio support. → [[concept-audio-transcription-workaround]]
- **Rewrite-Over-Generate Philosophy** — The contrarian principle that AI should structurally rewrite proven outliers rather than invent net-new ideas. → [[contrarian-ai-generation-vs-rewriting]]

## Frameworks

- **CCC Full Content Pipeline** — The 4-agent chain: Creator Finder → Viral Spotter → Transcribe & Script → Knowledge Base Rewriting. → [[framework-ccc-content-pipeline]]
- **Automated Content System Setup** — The 7-step technical implementation before agents can run. → [[framework-system-setup]]

## Entities

- **Alessio Bertozzi** — Sole speaker, system architect, co-founder of Create Content Club. → [[entity-alessio-bertozzi]]
- **Claude (Pro)** — Anthropic's LLM used via desktop app; central reasoning brain. → [[entity-claude-ai]]
- **Claude in Chrome** — Browser extension giving Claude authenticated DOM access. → [[entity-claude-in-chrome]]
- **n8n** — Workflow automation tool used as middleware between Claude and external APIs. → [[entity-n8n]]
- **Groq** — AI inference provider with LPU hardware running Whisper for fast transcription. → [[entity-groq]]
- **Notion** — Workspace/database used for Creator List, Content Ideas, Knowledge Base, webhook reference. → [[entity-notion]]
- **Create Content Club (CCC)** — Community/program distributing the templates, workflows, and Skill files. → [[entity-create-content-club]]

## Claims

- **Team Replacement Claim** — Claude can replace an entire social media team. → [[claim-claude-replaces-team]]
- **Algorithm Training Claim** — Manual Instagram Explore curation is required for effective scraping. → [[claim-algorithm-training-necessity]]
- **Groq Optimality Claim** — Groq + Whisper is the optimal transcription tool for this workflow. → [[claim-groq-whisper-efficiency]]

## Quotes

- **Opening Hook** — *"I spent the past 3 days building a system that uses Claude to replace an entire social media team."* → [[quote-claude-replaces-team]]
- **Algorithm Training Quote** — Explanation of why an untrained Explore wastes Claude credits. → [[quote-algorithm-training]]
- **Knowledge Base Quote** — Description of the fourth agent's voice-translation role. → [[quote-knowledge-base-importance]]

## Action Items

- **Train Instagram Algorithm** — Manually curate Explore via niche likes/saves. → [[action-train-algorithm]]
- **Set Up n8n + Groq** — Import the n8n workflow and paste a Groq API key. → [[action-setup-n8n-groq]]
- **Populate Knowledge Base** — Paste past transcripts into the Notion Knowledge Base. → [[action-populate-knowledge-base]]
- **Run Viral Spotter** — Trigger the Viral Spotter Skill against the Creator List. → [[action-run-viral-spotter]]

## Prerequisites

- **Personal Brand Strategy** — Defined audience, frameworks, and proprietary knowledge before automating. → [[prereq-personal-brand-strategy]]
- **API & Webhook Basics** — Literacy with API keys, webhook URLs, and HTTP POST for troubleshooting. → [[prereq-api-webhook-basics]]

## Open Questions

- **Instagram Scraping Limits** — Rate limits and ban risks of automated Claude scraping. → [[question-instagram-scraping-limits]]
- **Claude Credit Consumption** — Cost per full pipeline run is unbenchmarked. → [[question-claude-credit-consumption]]

## Technical Terms

- **SOP (Standard Operating Procedure)** — The structured instruction set pre-loaded into each Claude Skill.
- **LPU (Language Processing Unit)** — Groq's custom inference hardware optimized for LLM throughput.
- **Whisper** — OpenAI's open-source ASR model, used here via Groq for transcription.
- **Webhook** — A user-defined HTTP callback URL that triggers a workflow when called via POST.
- **DOM** — The structured document representation of a web page; what Claude reads via the Chrome extension.
- **RAG (Retrieval-Augmented Generation)** — The theoretical pattern behind Knowledge Base Priming.
- **Hook / Solution / CTA** — The three structural components the Transcribe-and-Script agent extracts from a viral reel.
- **Baseline (View Count)** — A creator's average reel view count with the top 10% excluded; the denominator for outlier scoring.