Ross ROSS = Recommend OSS · open-source software intelligence for agents

GBSOSS/skill-from-masters

Stand on the shoulders of giants — Create AI skills built on proven methodologies from domain experts. observed · 2026-08-28

github.com/GBSOSS/skill-from-masters · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

46/100

  • Activity 67
  • Release rhythm 35
  • Longevity 16

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 237
  • days_rel: n/a
  • days_push: 199
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1573 stars · 160 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A skill for AI agent platforms like Claude Code and Codex that helps users create new AI skills grounded in proven methodologies from recognized domain experts. It searches a curated local database plus the web to surface expert frameworks, golden examples, and anti-patterns before handing off to a skill generator.

Use cases

  • create an AI skill for user interviews based on expert methodologies
  • find best practices from masters before writing a new skill
  • surface expert frameworks like The Mom Test or SPIN selling for a task
  • avoid common mistakes when building AI agent skills
  • cross-validate methodologies from multiple domain experts
  • build a skill for writing following Barbara Minto or Amazon 6-pager principles

When to choose

  • you use Claude Code, Codex, or similar agent platforms and want to author high-quality skills
  • you want skills grounded in established expert methodologies rather than generic output
  • you need curated golden examples and anti-patterns for a professional domain

When to avoid

  • you need a general-purpose agent framework or runtime
  • you want a standalone application rather than a skill/plugin for an AI coding agent
  • your domain is highly technical or niche with no established expert literature

Facets

plugin · maturity active

agent-framework prompt-engineering developer-tools search-engine documentation artificial-intelligence developer-tools education cli cross-platform ai-skills claude-code methodology-database expert-knowledge skill-creation prompt-library ai-agents

1 source

Member repositories

RepositoryRoleHealth v2
GBSOSS/skill-from-mastersmain46

For agents

markdown · JSON · MCP: product_card(name="GBSOSS/skill-from-masters")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem