Skill Development SKILL.md skillA

Skill Development from nxtg-ai/forge-plugin is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nxtg-ai/forge-plugin/Skill Development@git:20261007.7682d9b

Pins git:20261007.7682d9b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
nxtg-ai/forge-plugin
Path
plugins/nxtg-forge/skills/skill-development/SKILL.md
Versions recorded
4
Latest version
git:20261007.7682d9b, committed Oct 7, 2026
First version recorded
Feb 7, 2026
Size
8,572 bytes
Repository stars
6
License
MIT

How to author a Claude Code Agent Skill — SKILL.md structure, routing-optimized descriptions, progressive disclosure, valid frontmatter fields, bundling scripts/reference files. Use when creating a new skill, writing or fixing a SKILL.md, deciding what belongs in frontmatter, splitting an oversized skill into reference files, or debugging why a skill never triggers.

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

# Skill Development

Procedure for authoring Claude Code Agent Skills. A skill is a directory with a `SKILL.md` file; optional bundled scripts and reference `.md` files sit beside it and load only when needed.

## What a skill is (one paragraph)

At startup Claude preloads only the `name` + `description` of every installed skill into its system prompt. When a task matches, Claude reads the full `SKILL.md` body into context. Bundled files (`reference/*.md`, `scripts/*`) are read only when the body points to them. This is **progressive disclosure**: metadata → body → bundled files. Design each level to be the smallest thing that lets Claude decide whether to go deeper.

## Build workflow

1. **Start from a real gap.** Author a skill only for a capability Claude currently fumbles — a workflow it gets wrong, procedural knowledge it lacks, org context it can't infer. Don't pre-write skills for hypothetical tasks.
2. **Create the directory + SKILL.md.** `skills/<kebab-name>/SKILL.md`. Directory name is the on-disk identity — don't rename it after wiring.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nxtg-ai/forge-plugin/Skill Development@sha256:46bec89ee4dcfb2a

The line at the top of this page pins the label git:20261007.7682d9b, 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_zur4ofmle2lg5hnx.svg)](https://markdownregistry.com/a/art_zur4ofmle2lg5hnx)

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

Versions

The registry has recorded 4 versions of this file, between Feb 7, 2026 and Oct 7, 2026, about one every 81 days. Its first recorded version is graded F and its latest A.

versioncommittedcommitsizeaudit
git:20261007.7682d9b latest2026-10-07 7682d9b 8,572 BA view · diff
git:20260714.4fd09522026-07-14 4fd0952 8,552 BA view · diff
git:20260714.061716b2026-07-14 061716b 15,060 BF view · diff
git:20260207.88c1f6e2026-02-07 88c1f6e 15,029 BF 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 (8572 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

nxtg-ai/forge-plugin · 6 stars · license MIT · pushed 2026-10-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zur4ofmle2lg5hnx
GET https://markdownregistry.com/api/v1/resolve?ref=nxtg-ai/forge-plugin/Skill Development
GET https://markdownregistry.com/api/v1/blob/46bec89ee4dcfb2a795f5686136fff56948d210d10fa1cae128071508c677941

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 nxtg-ai/forge-plugin

CLAUDE.md CLAUDE.md file
nxtg-ai/forge-plugin · CLAUDE.md
git:20261015.6ff23ad · audit B · 6 stars
Backend Master Agent SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/agent-backend-master/SKILL.md · Backend implementation playbook — API endpoints, database models/migrations, auth, query optimization, and the…
git:20260714.4fd0952 · audit A · 6 stars
CLI Artisan Agent SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/agent-cli-artisan/SKILL.md · Knowledge for designing and building command-line interfaces — argument/flag parsing, subcommand structure, interactive…
git:20260714.4fd0952 · audit A · 6 stars
Agent Development SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/agent-development/SKILL.md · Author and configure Claude Code subagents — valid YAML frontmatter (name, description, model, color, tools, isolation…
git:20260714.4fd0952 · audit A · 6 stars
Integration Specialist Agent SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/agent-integration-specialist/SKILL.md · Resilient third-party integration patterns — API clients, webhooks, MCP server wiring, retries/circuit-breakers, and…
git:20260714.4fd0952 · audit A · 6 stars
Lead Architect Agent SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/agent-lead-architect/SKILL.md · Senior architectural decision-making, system design, and clean-architecture layer review for a feature or service. Use…
git:20260714.4fd0952 · audit A · 6 stars
Platform Builder Agent SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/agent-platform-builder/SKILL.md · Platform-engineering playbook — Docker/Compose, CI/CD pipelines, Kubernetes, cloud + IaC, monitoring, and the…
git:20260714.4fd0952 · audit A · 6 stars
QA Sentinel Agent SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/agent-qa-sentinel/SKILL.md · Quality-assurance knowledge for test STRATEGY, coverage analysis, bug detection, and quality gates — the reference the…
git:20260715.857b62e · audit A · 6 stars
Architecture SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/architecture/SKILL.md · Clean Architecture, Domain-Driven Design, and backend system-design guidance: organizing a codebase into layers with…
git:20260715.857b62e · audit A · 6 stars
Browser Debugging SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/browser-debugging/SKILL.md · Debug the running NXTG-Forge web dashboard by driving a headless Chromium via the Playwright MCP server — read console…
git:20261007.1acb8b5 · audit B · 6 stars
ceo-loop SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/ceo-loop/SKILL.md · CEO Decision Loop — the ORBIT execution protocol (OBSERVE → REASON → BUILD → INSPECT → TURN) for one iteration of…
git:20261007.7682d9b · audit A · 6 stars
Claude Code Framework SKILL.md skill
nxtg-ai/forge-plugin · plugins/nxtg-forge/skills/claude-code-framework/SKILL.md · Authoritative reference for how Claude Code itself works AND how to build for it — CLAUDE.md memory, custom slash…
git:20260715.857b62e · audit B · 6 stars

Every file in nxtg-ai/forge-plugin

Other files named Skill Development

Skill Development SKILL.md skill
scenario-labs/skills · .agents/skills/skill-development/SKILL.md · This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill"…
v0.1.0 · audit A · 1,063 stars
Skill Development SKILL.md skill
tzachbon/smart-ralph · .agents/skills/Skill Development/SKILL.md · This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill"…
v0.1.0 · audit A · 561 stars

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