module-spec-generator SKILL.md skillA

module-spec-generator 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/module-spec-generator@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/module-spec-generator/SKILL.md
Versions recorded
2
Latest version
v1.0.0, committed May 16, 2026
First version recorded
May 4, 2026
Size
10,899 bytes
Repository stars
11
License
none declared

Generates module specifications following amplihack's brick philosophy template. Use when creating new modules or documenting existing ones to ensure they follow the brick & studs pattern. Analyzes code to extract: purpose, public contract, dependencies, test requirements.

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

# Module Spec Generator Skill

## Purpose

This skill automatically generates comprehensive module specifications from code analysis, ensuring adherence to amplihack's **brick philosophy** and enabling effective module regeneration without breaking system connections.

## When to Use This Skill

- **Creating new modules**: Generate specs before implementation to clarify requirements
- **Documenting existing modules**: Extract specifications from working code for future reference
- **Module reviews**: Verify specs accurately represent implemented contracts
- **Refactoring decisions**: Use specs to understand module boundaries and dependencies
- **Knowledge preservation**: Document expert patterns and design decisions

## Core Philosophy: Bricks & Studs

**Brick** = Self-contained module with ONE clear responsibility
**Stud** = Public contract (functions, API, data models) others connect to
**Regeneratable** = Can be rebuilt from specification without breaking connections

A good spec enables rebuilding ANY module independently while preserving its connection points.

## Specification Template

Every module specification includes these sections:

### 1. Module Overview

```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rysweet/amplihack-rs/module-spec-generator@sha256:0dc600f6ec29e796

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_4ru4rapzwesbmmud.svg)](https://markdownregistry.com/a/art_4ru4rapzwesbmmud)

1 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 10,899 BA view · diff
v1.0.02026-05-04 b7ad1ff 10,907 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 (10899 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_4ru4rapzwesbmmud
GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/module-spec-generator
GET https://markdownregistry.com/api/v1/blob/0dc600f6ec29e796b4d4bd4b1a7a276a6416380fca6bac0295bb47a3b7ea8b24

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.

More from rysweet/amplihack-rs

AGENTS.md AGENTS.md file
rysweet/amplihack-rs · AGENTS.md
git:20260827.b47120c · audit A · 11 stars
CLAUDE.md@amplifier-bundle CLAUDE.md file
rysweet/amplihack-rs · amplifier-bundle/CLAUDE.md
git:20260503.51b67fa · audit A · 11 stars
agent-generator-tutor SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/agent-generator-tutor/SKILL.md · Interactive teaching agent for the goal-seeking agent generator and eval system. Provides a structured 14-lesson…
v1.0.0 · audit A · 11 stars
agentic-workflow-first SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/agentic-workflow-first/SKILL.md · Start new work as a deterministic workflow of agentic steps, prompts, and tools instead of code. Use when designing a…
v1.0 · audit A · 11 stars
amplihack-expert SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/amplihack-expert/SKILL.md · Comprehensive knowledge of amplihack framework architecture, patterns, and usage
v2.0.0 · audit A · 11 stars
anthropologist-analyst SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/anthropologist-analyst/SKILL.md · Analyzes events through anthropological lens using cultural analysis, ethnographic methods, kinship and social…
v1.0.0 · audit A · 11 stars
aspire SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/aspire/SKILL.md · Aspire orchestration for cloud-native distributed applications in any language (C#, Python, Node.js, Go). Handles…
v1.0.0 · audit A · 11 stars
authenticated-web-scraper SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/authenticated-web-scraper/SKILL.md · Scrape authenticated websites from WSL2 using Edge CDP. Launches headed Edge for user auth, then headless scraping via…
v1.0.0 · audit A · 11 stars
auto-drive-to-merge SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/auto-drive-to-merge/SKILL.md · Wraps default-workflow and drives the resulting PR all the way to merge: build the PR, loop with the…
v1.0.0 · audit A · 11 stars
awesome-copilot-sync SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/awesome-copilot-sync/SKILL.md · Monitors awesome-copilot releases for drift against the amplihack integration. Checks latest commits on…
v1.0.0 · audit A · 11 stars
azure-admin SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/azure-admin/SKILL.md · Comprehensive Azure administration capabilities covering identity management, resource orchestration, CLI tooling, and…
git:20260405.b840a93 · audit B · 11 stars
azure-devops SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/azure-devops/SKILL.md · Complete Azure DevOps (ADO) automation — work items, boards, sprints, repos, pull requests, pipelines, builds…
v2.0.0 · audit A · 11 stars

Every file in rysweet/amplihack-rs

Other files named module-spec-generator

module-spec-generator SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/module-spec-generator/SKILL.md · Generates module specifications following amplihack's brick philosophy template. Use when creating new modules or…
v1.0.0 · audit A · 11 stars

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