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

openprose/prose

A new kind of language for a new kind of computer observed · 2026-08-28

github.com/openprose/prose · homepage · TypeScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

82/100

  • Activity 99
  • Release rhythm 97
  • Longevity 17
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: 1
  • age_days: 242
  • days_rel: 21
  • days_push: 8
  • n_releases_24m: 16

Full methodology

Adoption not part of the score

1688 stars · 136 forks observed · 2026-08-28

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

OpenProse is a declarative programming language for standing AI agent work, authored as Markdown contracts (*.prose.md) that declare desired world states rather than instruction sequences. It ships as a skill installed into any Prose-Complete agent harness (Claude Code, Codex CLI, OpenCode), where the agent session itself acts as the runtime that reconciles reality with the declared contracts.

Use cases

  • declare standing AI jobs as markdown contracts instead of scripting agent steps
  • keep a live risk report current across changing data with an agent
  • define typed AI functions with parameters, returns, and tool requirements
  • run declarative agent workflows inside Claude Code or Codex CLI
  • reconcile an ideal world state automatically when inputs change
  • add imperative control flow to agent tasks only where order matters
  • install an agent language skill into an existing coding agent

When to choose

  • you want standing, continuously-maintained AI outcomes rather than one-shot prompt scripts
  • you prefer declarative, reconciled agent behavior in the style of Terraform or Kubernetes
  • you already use a Prose-Complete harness like Claude Code or Codex CLI and want a shared contract language

When to avoid

  • you need a standalone binary or traditional compiler/runtime independent of an LLM agent host
  • you want deterministic, non-model execution with guaranteed latency or cost bounds
  • you need a mature, production-hardened language rather than an early experimental design

Facets

cli-tool · maturity experimental

agent-framework prompt-engineering workflow-automation configuration-management parser sdk artificial-intelligence developer-tools programming-languages large-language-models cli cross-platform declarative-language markdown-contracts ai-agent-harness prose-complete skills reconciliation standing-jobs prosescript llm-runtime programming-language ai-agents automation nodejs

4 sources

Member repositories

RepositoryRoleHealth v2
openprose/prosemain82

For agents

markdown · JSON · MCP: product_card(name="openprose/prose")

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