./Mastering Postgresql Agent Skill

PostgreSQL development for Python with full-text search (tsvector, tsquery, BM25 via pg_search), vector similarity (pgvector with HNSW/IVFFlat), JSONB and array indexing, and production deployment.

SpillwaveSolutions
Data & Analysis
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Python
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#agentic-skill#bm25#claude-code-skill#postgresql#vector-search

>README

>Overview

Strengths

  • +Data insights
  • +Visualization support
  • +Analysis automation

Considerations

  • !Python required
  • !Data format requirements

>Code Quality

TestsCI/CDDockerTypesSKILL.md

>Repository Health

Inactive2 issuesWiki

>Contributors

RichardHightower

>File Structure

files
.claude-plugin
marketplace.json
mastering-postgresql
assets
docker-compose-paradedb.yml
docker-compose-pgvector.yml
postgresql.conf
schema-templates.sql
references
cloud-aws.md
cloud-azure.md
cloud-common.md
cloud-gcp.md
cloud-serverless.md
python-drivers.md
python-queries.md
search-fulltext.md
search-vectors-json.md
setup-and-docker.md
scripts
bulk_operations.py
create_search_tables.py
db_utils.py
health_check.py
requirements.txt
setup_extensions.py
vector_search.py
SKILL.md
README.md
SKILL-EVALUATION-REPORT.md
View on GitHub

>Technical Details

Language
Python
Created
Dec 31, 2025
Updated
Mar 29, 2026
install.sh

Clone the repository to your local machine

$git clone https://github.com/SpillwaveSolutions/mastering-postgresql-agent-skill.git

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