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

open-gsd/gsd-core

Git. Ship. Done - Core observed · 2026-10-21

github.com/open-gsd/gsd-core · homepage · JavaScript · MIT (permissive) observed · 2026-10-21

Health v2 · maintenance only

82/100

  • Activity 100
  • Release rhythm 100
  • Longevity 10

Flags: young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 6.0
  • age_days: 151
  • days_rel: 2
  • days_push: 0
  • n_releases_24m: 27

Full methodology

Adoption not part of the score

10725 stars · 766 forks observed · 2026-10-21

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

GSD Core is a meta-prompting, context-engineering, and spec-driven development framework that orchestrates AI coding agents (Claude Code, Codex, Cursor, Copilot, and others) through a disciplined Discuss-Plan-Execute-Verify-Ship phase loop. It combats context rot by running research, planning, and execution in fresh-context subagents while keeping the main session lean.

Use cases

  • run spec-driven development with AI coding agents
  • prevent context rot in long AI coding sessions
  • orchestrate parallel AI executor subagents with clean contexts
  • structure AI-assisted milestones from plan to pull request
  • onboard an existing codebase for AI-driven development
  • install a workflow engine across multiple AI coding runtimes

When to choose

  • you already use Claude Code, Cursor, Codex, Copilot, or a similar AI coding runtime and want a structured workflow on top
  • your AI agent sessions degrade as the context window fills
  • you want explicit plans, verification gates, and git-truthful history for agentic work
  • you need cross-runtime compatibility for AI coding workflows

When to avoid

  • you want a standalone autonomous coding agent rather than a workflow layer (consider GSD Pi)
  • you don't use AI coding agents at all
  • you need a lightweight single-prompt helper rather than a full phase-loop methodology

Facets

framework · maturity active

agent-framework prompt-engineering workflow-automation developer-tools cli developer-tools large-language-models cli cross-platform spec-driven-development context-engineering meta-prompting claude-code ai-coding-agents subagents slash-commands ai-agents automation nodejs

5 sources

Member repositories

RepositoryRoleHealth v2
open-gsd/gsd-coremain82

For agents

markdown · JSON · MCP: product_card(name="open-gsd/gsd-core")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem