Home / jnpiyush / agentx · .github/skills/languages/sql-server/SKILL.md · GitHub

sql-server skillA

sql-server is agent-read markdown (skill) from jnpiyush/agentx: Develop SQL Server databases with T-SQL, stored procedures, indexing, and performance optimization. Use when writing T-SQL queries, creating stored procedures/functions, designing index strategies, optimizing query execution plans, or troubleshooting SQL Server performance..

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

# SQL Server Database Development

> **Purpose**: Production-ready SQL Server development for enterprise applications. 
> **Audience**: Backend engineers and database administrators working with Microsoft SQL Server. 
> **Standard**: Follows [github/awesome-copilot](https://github.com/github/awesome-copilot) SQL Server patterns.

---

## When to Use This Skill

- Writing T-SQL queries and stored procedures
- Designing SQL Server index strategies
- Optimizing query execution plans
- Using window functions and CTEs
- Troubleshooting SQL Server performance issues

## Decision Tree

```
SQL Server Decision
+-- Writing a data access query?
|   +-- Simple CRUD? -> Parameterized inline SQL or stored procedure
|   +-- Complex business logic? -> Stored procedure with TRY...CATCH
|   +-- Reporting / analytics? -> CTEs + window functions
+-- Performance problem?
|   +-- Slow query? -> Check execution plan for table scans
|   +-- Missing indexes? -> Add nonclustered indexes on filter/join columns
|   +-- Parameter sniffing? -> OPTION (RECOMPILE) or local variables
+-- Data modification?
|   +-- Upsert needed? -> MERGE statement
|   +-- Bulk insert? -> BULK INSERT or SqlBulkCopy
…

Read the whole file at its exact version.

How to install

Latest version
mdr add jnpiyush/agentx/sql-server@v1.0.0
Exact content
mdr add jnpiyush/agentx/sql-server@sha256:e3531d0c4046f213

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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_xyjwwu26px5hlsvo.svg)](https://markdownregistry.com/a/art_xyjwwu26px5hlsvo)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-15 f17c505 5,407 BA view · diff
v1.0.02026-03-01 969f335 5,405 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 (5407 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_xyjwwu26px5hlsvo
GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/sql-server
GET https://markdownregistry.com/api/v1/blob/e3531d0c4046f21357f5499a64891177c04833d8f26df1ef317c405443150e56

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

More from jnpiyush/agentx

000-frontier-core rules
jnpiyush/agentx · .cursor/rules/000-frontier-core.mdc · Frontier core operating contract for Cursor. Always applied.
git:20260915.f17c505 · audit A · 16 stars
ai rules
jnpiyush/agentx · .cursor/rules/ai.mdc · AI / agent / LLM workflow standards (Frontier)
git:20260915.f17c505 · audit A · 16 stars
csharp rules
jnpiyush/agentx · .cursor/rules/csharp.mdc · C# / .NET coding standards (Frontier)
git:20260915.f17c505 · audit A · 16 stars
python rules
jnpiyush/agentx · .cursor/rules/python.mdc · Python coding standards (Frontier)
git:20260915.f17c505 · audit A · 16 stars
react rules
jnpiyush/agentx · .cursor/rules/react.mdc · React / TSX frontend standards (Frontier)
git:20260915.f17c505 · audit A · 16 stars
typescript rules
jnpiyush/agentx · .cursor/rules/typescript.mdc · TypeScript / Node backend standards (Frontier)
git:20260915.f17c505 · audit A · 16 stars
agent-memory-systems skill
jnpiyush/agentx · .github/skills/ai-systems/agent-memory-systems/SKILL.md · Design agent memory beyond a single context window: short-term (working / scratchpad), long-term (episodic, semantic…
v1.0.0 · audit A · 16 stars
agent-observability skill
jnpiyush/agentx · .github/skills/ai-systems/agent-observability/SKILL.md · Instrument LLM agents with tracing, metrics, and evaluation telemetry. Use when adding OpenTelemetry GenAI semantic…
v1.0.0 · audit A · 16 stars
ai-agent-development skill
jnpiyush/agentx · .github/skills/ai-systems/ai-agent-development/SKILL.md · Build production-ready AI agents with Microsoft Foundry and Agent Framework. Use when creating AI agents, selecting LLM…
git:20260903.b3f2610 · audit A · 16 stars
ai-evaluation skill
jnpiyush/agentx · .github/skills/ai-systems/ai-evaluation/SKILL.md · Use when evaluating AI quality, safety, completeness and cost with held-out tasks, executable graders, calibrated…
v1.1.0 · audit A · 16 stars
ai-safety-and-red-teaming skill
jnpiyush/agentx · .github/skills/ai-systems/ai-safety-and-red-teaming/SKILL.md · Defend LLM systems against prompt injection, jailbreaks, data exfiltration, and unsafe output. Covers input/output…
v1.0.0 · audit B · 16 stars
anthropic-claude skill
jnpiyush/agentx · .github/skills/ai-systems/anthropic-claude/SKILL.md · Implement production applications with Anthropic Claude models -- Messages API, tool use, prompt caching, extended…
v1.0.0 · audit A · 16 stars

Every file in jnpiyush/agentx

Browse by kind, by grade A, or by owner.