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

gsd-build/gsd-2

A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big picture observed · 2026-08-28

github.com/gsd-build/gsd-2 · TypeScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

65/100

  • Activity 83
  • Release rhythm 72
  • Longevity 12

Flags: young

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: 0
  • age_days: 175
  • days_rel: 111
  • days_push: 103
  • n_releases_24m: 116

Full methodology

Adoption not part of the score

7766 stars · 765 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

GSD 2 is a meta-prompting, context engineering, and spec-driven development system that lets AI coding agents work autonomously for long periods without losing track of the overall goal. This repository is archived and development has moved to the Open GSD project (open-gsd/gsd-pi).

Use cases

  • keep AI coding agents on track during long autonomous sessions
  • run spec-driven development workflows with LLM agents
  • engineer context and prompts for multi-step agent tasks
  • break large projects into specs an agent can execute independently
  • maintain the big picture while delegating implementation to agents

When to choose

  • you want structured, spec-driven workflows for autonomous AI coding agents
  • you need context engineering patterns to prevent agents from drifting off-task
  • you are evaluating the successor project GSD Pi (open-gsd/gsd-pi)

When to avoid

  • you want an actively maintained tool - this repo is archived and redirects to open-gsd/gsd-pi
  • you need a simple one-shot code generator rather than an agent workflow system
  • you are not working with LLM-based coding agents

Facets

framework · maturity abandoned

agent-framework prompt-engineering developer-tools workflow-automation large-language-models developer-tools cross-platform cli context-engineering meta-prompting spec-driven-development archived moved-to-open-gsd-gsd-pi ai-agents automation nodejs

1 source

Member repositories

RepositoryRoleHealth v2
gsd-build/gsd-2main65

For agents

markdown · JSON · MCP: product_card(name="gsd-build/gsd-2")

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