Home / jnpiyush / agentx · .github/skills/development/type-safety/SKILL.md · GitHub

type-safety skillA

type-safety is agent-read markdown (skill) from jnpiyush/agentx: Apply type safety patterns including nullable types, validation, static analysis, and strong typing. Use when adding type annotations, implementing nullable reference types, validating inputs with value objects, configuring static analysis tools, or designing type-safe APIs..

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

# Type Safety

> **Purpose**: Use type systems to catch errors at compile/analysis time rather than runtime. 
> **Goal**: Prevent null errors, type mismatches, and invalid states. 
> **Note**: For implementation, see [C# Development](../../languages/csharp/SKILL.md) or [Python Development](../../languages/python/SKILL.md).

---

## When to Use This Skill

- Adding type annotations to existing code
- Implementing nullable reference types
- Building type-safe APIs with value objects
- Configuring static analysis tools
- Designing strongly-typed data transfer objects

## Prerequisites

- Language with type system support

## Decision Tree

```
Type safety concern?
+-- Adding types to existing code?
|   +-- Greenfield? -> Enable strict mode from day one
|   +-- Legacy codebase? -> Enable strict incrementally (file-by-file)
|   +-- Third-party input? -> Validate at boundary, trust internally
+-- Choosing a type strategy?
|   +-- Primitive obsession? -> Introduce value objects (Email, Money, UserId)
|   +-- Magic strings/numbers? -> Replace with enums or constants
|   +-- Nullable confusion? -> Enable nullable reference types, annotate everything
+-- Handling unknown data?
…

Read the whole file at its exact version.

How to install

Latest version
mdr add jnpiyush/agentx/type-safety@v1.0.0
Exact content
mdr add jnpiyush/agentx/type-safety@sha256:0682abd120fcb64d

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_vaczxwa4kjbd3zp4.svg)](https://markdownregistry.com/a/art_vaczxwa4kjbd3zp4)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-15 f17c505 6,744 BA view · diff
v1.0.02026-03-04 848caee 6,742 BA view · diff
v1.0.02026-03-01 969f335 6,690 BA view · diff
v1.0.02026-02-16 30e409a 4,539 BA view · diff
v1.0.02026-02-11 b2d86bf 4,724 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 (6744 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_vaczxwa4kjbd3zp4
GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/type-safety
GET https://markdownregistry.com/api/v1/blob/0682abd120fcb64dd90b12a0c3bef6e0400109eec45425d660c7aaf3e37e3c68

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.