n-version-workflow SKILL.md skillA

n-version-workflow from rysweet/amplihack-rs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add rysweet/amplihack-rs/n-version-workflow@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
rysweet/amplihack-rs
Path
docs/claude/skills/n-version-workflow/SKILL.md
Versions recorded
2
Latest version
v1.0.0, committed May 16, 2026
First version recorded
May 4, 2026
Size
8,595 bytes
Repository stars
11
License
none declared

N-version programming for critical implementations - generates N independent solutions and selects the best through comparison.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# N-Version Programming Workflow Skill

## Purpose

Execute N-version programming workflow for critical implementations where multiple independent solutions should be generated and compared to select the best approach.

## When to Use This Skill

**USE FOR:**

- Critical security features (authentication, authorization)
- Complex algorithms with multiple valid approaches
- High-risk refactoring of core components
- Architecture decisions with significant long-term impact
- When correctness is paramount over speed

**AVOID FOR:**

- Simple CRUD operations
- Straightforward bug fixes
- Documentation updates
- Minor UI tweaks
- Time-sensitive quick fixes

## Configuration

### Core Parameters

**N (Number of Versions):**

- `3` - Default for standard tasks
- `4-6` - Critical features requiring high confidence
- `2` - Quick validation of approach

**Selection Criteria** (priority order):

1. Correctness - Meets requirements and passes tests
2. Security - No vulnerabilities or anti-patterns
3. Simplicity - Ruthless simplicity, minimal complexity
4. Philosophy Compliance - Follows project principles
5. Performance - Efficiency and resource usage

**Agent Diversity Profiles:**
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rysweet/amplihack-rs/n-version-workflow@sha256:ef8866f3e5535784

The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_fwy2fqnnlu3i7sqb.svg)](https://markdownregistry.com/a/art_fwy2fqnnlu3i7sqb)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between May 4, 2026 and May 16, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-05-16 6626bc8 8,595 BA view · diff
v1.0.02026-05-04 b7ad1ff 8,597 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (8595 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

rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fwy2fqnnlu3i7sqb
GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/n-version-workflow
GET https://markdownregistry.com/api/v1/blob/ef8866f3e55357849401027986df7aea34c2885beaa0345d0efb174f2ec9b89a

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in rysweet/amplihack-rs

Other files named n-version-workflow

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v1.0.0 · audit A · 11 stars

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