Home / jnpiyush / agentx · .github/skills/languages/postgresql/SKILL.md · GitHub

postgresql skillA

postgresql is agent-read markdown (skill) from jnpiyush/agentx: Develop PostgreSQL databases with JSONB, arrays, full-text search, and performance optimization. Use when writing PostgreSQL queries, using JSONB operations, implementing full-text search, optimizing query performance with indexes, or configuring row-level security..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# PostgreSQL Database Development

> **Purpose**: Production-ready PostgreSQL development for high-performance, scalable applications. 
> **Audience**: Backend engineers and database administrators working with PostgreSQL. 
> **Standard**: Follows [github/awesome-copilot](https://github.com/github/awesome-copilot) PostgreSQL patterns.

---

## When to Use This Skill

- Writing PostgreSQL queries with JSONB or array operations
- Implementing full-text search in PostgreSQL
- Optimizing PostgreSQL query performance with indexes
- Using window functions and CTEs
- Configuring row-level security (RLS)

## Decision Tree

```
PostgreSQL Decision
+-- Need semi-structured data?
|   +-- Dynamic schema? -> JSONB columns with GIN index
|   +-- Fixed schema? -> Regular columns with B-tree indexes
+-- Need full-text search?
|   +-- Simple keyword match? -> ILIKE or trigram (pg_trgm)
|   +-- Ranked relevance? -> tsvector + GIN index
+-- Pagination needed?
|   +-- Small dataset (<10K rows)? -> LIMIT/OFFSET acceptable
|   +-- Large dataset? -> Cursor-based (keyset) pagination
+-- Multi-tenant data?
|   +-- Row isolation? -> Row-Level Security (RLS) policies
…

Read the whole file at its exact version.

How to install

Latest version
mdr add jnpiyush/agentx/postgresql@v1.0.0
Exact content
mdr add jnpiyush/agentx/postgresql@sha256:dc6eecc60f76495a

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-15 f17c505 5,162 BA view · diff
v1.0.02026-04-04 1693004 5,160 BA view · diff
v1.0.02026-03-01 969f335 5,161 BA view · diff
v1.0.02026-02-28 aa03a2e 3,569 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5162 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

jnpiyush/agentx · 16 stars · license Apache-2.0 · pushed 2026-09-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_jlc54bzfdbhdd6er
GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/postgresql
GET https://markdownregistry.com/api/v1/blob/dc6eecc60f76495ac8c162602c810d0c02a9b410cb7eb146daad638e45df1e66

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