The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Ospec
Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify — with durable specs and evidence in your repo.…
Install
npm install -g @clawplays/ospec-cliInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →OSpec.ai
English | 中文 | 日本語 | العربية
The official OSpec CLI package is @clawplays/ospec-cli, and the official command is ospec. OSpec is a spec-driven, agentic workflow framework for AI coding agents — it brings spec-driven development (SDD) and Loop Engineering (a verifiable plan → act → verify goal loop) to Claude Code, Codex, Gemini, OpenCode, MCP-based agents, and plain CLI workflows.
Prompt Guide | Usage | Overview | Installation | Skills Installation | Issues
Why OSpec?
AI coding assistants are powerful, but requirements that live only in chat history are hard to inspect, review, and close out cleanly. OSpec adds a lightweight workflow layer so the repository can hold the change context before code is written and after the work ships.
- Spec-driven work, saved to your repo — OSpec turns a request into files (proposal, design, plan, tasks, reviews, verification evidence) that live in your repo instead of in chat history, so any assistant (Codex/GPT, Claude Code, Gemini, OpenCode, or plain CLI) can pick up exactly where the last one stopped.
ospec change— the everyday fast flow — one requirement becomes one active change on a shortinit -> change -> verify/finalizepath, kept lightweight and easy to review.ospec goalfor larger or riskier work — describe the result you need; the AI asks important questions, writes an inspectable plan, implements the work, runs tests, requests an independent review, updates project docs, and continues until the result is proven.- One predictable Goal workflow — every Goal uses the same fast quality path, pauses for material user decisions, and saves progress in the repository so a later session can resume it.
Install With npm
npm install -g @clawplays/ospec-cli
Official package: @clawplays/ospec-cli
Command: ospec
Verify install: ospec --help
Quick Start
OSpec only takes 3 steps:
- initialize OSpec in your project directory
- create and advance one change for a requirement, document update, or bug fix
- archive the accepted change after deployment and validation are complete
1. Initialize OSpec In Your Project Directory
Recommended prompt:
OSpec, initialize this project.
Claude / Codex skill mode:
/ospec initialize this project.
Command line
ospec init .
ospec init . --summary "Internal admin portal for operations"
ospec init . --summary "Internal admin portal for operations" --tech-stack node,react,postgres
ospec init . --architecture "Single web app with API and shared auth" --document-language en-US
CLI notes:
Similar plugs
Reverse engineer anything with agents, from app behavior down to native binaries.
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype…
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)