strongdm/attractor resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1277 stars · 195 forks observed · 2026-08-28

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

Attractor is a set of Natural Language Specifications (NLSpecs) from StrongDM describing how to build a non-interactive coding agent that composes models, prompts, and tools into a graph-structured pipeline for end-to-end software development. The repository contains human-readable specs (agent loop, unified LLM client, and overall Attractor spec) intended to be directly consumed by coding agents to implement and validate behavior.

Use cases

• build a non-interactive coding agent from a natural language specification
• automate the software development lifecycle with an LLM-driven graph pipeline
• implement a unified LLM client for multiple model providers
• create a software factory that turns fully specified work into completed code
• orchestrate coding agent phases like implement, optimize, and validate as graph nodes
• evaluate community implementations of an open coding agent spec

When to choose

• you want a vendor-neutral, open specification for building your own autonomous coding agent
• you need a deterministic, resumable, graph-structured agent pipeline for fully specified tasks
• you want to feed a spec directly to a coding agent like Claude Code or Codex to generate an implementation

When to avoid

• you need a ready-to-run coding agent binary rather than specifications to implement
• your tasks are not fully specified and require interactive human-in-the-loop coding
• you want a framework with shipped code and APIs instead of natural language documents

Facets

learning-resource · maturity active

agent-framework llm-inference prompt-engineering developer-tools workflow-automation artificial-intelligence large-language-models developer-tools cross-platform cli nl-spec coding-agent software-factory specification agentic-loop non-interactive-agent graph-pipeline sdlc-automation ai-agents automation

Member repositories

For agents

markdown · JSON · MCP: product_card(name="strongdm/attractor")