Learn-skills.dev skool-rag

Query Skool community content using RAG pipeline with vector search. Use when user asks to search Skool knowledge, find community answers, or query Skool content.

install

source · Clone the upstream repo

git clone https://github.com/NeverSight/learn-skills.dev

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/NeverSight/learn-skills.dev "$T" && mkdir -p ~/.claude/skills && cp -r "$T/data/skills-md/aiagentwithdhruv/skills/skool-rag" ~/.claude/skills/neversight-learn-skills-dev-skool-rag && rm -rf "$T"

manifest: data/skills-md/aiagentwithdhruv/skills/skool-rag/SKILL.md

source content

Skool RAG Pipeline

Goal

Query Skool community content using a RAG (Retrieval-Augmented Generation) pipeline with vector search and reranking.

Scripts

```
./scripts/skool_rag_prepare.py
```
- Prepare content for indexing
```
./scripts/skool_rag_index.py
```
- Index content in Pinecone
```
./scripts/skool_rag_query.py
```
- Query the knowledge base

Pipeline

1. Prepare Content

python3 ./scripts/skool_rag_prepare.py --community makerschool

Scrapes and chunks community content.

2. Index in Pinecone

python3 ./scripts/skool_rag_index.py --input .tmp/skool_chunks.json

Creates OpenAI embeddings and stores in Pinecone.

3. Query

python3 ./scripts/skool_rag_query.py --query "How do I get my first client?"

Pipeline:

OpenAI embeddings for query
Pinecone vector search
Cohere reranking
Claude response generation

Environment

PINECONE_API_KEY=your_key
OPENAI_API_KEY=your_key
COHERE_API_KEY=your_key
ANTHROPIC_API_KEY=your_key

Schema

Inputs

Name	Type	Required	Description
`query`	string	Yes	Natural language question to search for
`community`	string	No	Community slug to index (default: makerschool)

Outputs

Name	Type	Description
`answer`	string	AI-generated answer with source references

Credentials

Name	Source
`PINECONE_API_KEY`	.env
`OPENAI_API_KEY`	.env
`COHERE_API_KEY`	.env
`ANTHROPIC_API_KEY`	.env

Composable With

Skills that chain well with this one:

skool-monitor

Cost

Pinecone + OpenAI embeddings + Cohere reranking + Claude