{"repo":"deepeshBodh/human-in-loop","free":true,"listed":false,"github":"https://github.com/deepeshBodh/human-in-loop","clone":"git clone https://github.com/deepeshBodh/human-in-loop.git","description":"SPEC-first multi-agent framework for Claude Code.","language":"Python","stars":35,"topics":["ai-agents","claude-code","spec-driven-development"],"license":"MIT","category":"ai-agents","readme_excerpt":"HumanInLoop Stop vibe coding. Ship software that lasts. Website • Quick Start • Roadmap • Changelog --- What is HumanInLoop? HumanInLoop is a Claude Code plugin that enforces specification-driven development —ensuring architectural decisions are made by humans before AI writes code. Instead of letting AI improvise your architecture, you guide it through a structured workflow: Every step produces artifacts you can review, refine, and approve before moving forward. --- The Workflow Stage Command What You Get ------- --------- -------------- Setup /humaninloop:setup Project constitution with your standards Specify /humaninloop:specify Structured spec with user stories and requirements Plan /humaninloop:plan Technical requirements, constraints, decisions, data models, API contracts Tasks /humaninloop:tasks Ordered task list with TDD cycles Audit /humaninloop:audit Quality analysis across all artifacts Implement /humaninloop:implement Guided implementation with progress tracking Each command produces artifacts you review before the next step. You stay in control. Command Details Specify - Create feature specification (DAG-based) Output : specs/{feature}/spec.md + StrategyGraph JSON Agents : - State Analyst — Strategic analysis + graph mechanics; produces briefings, assembles nodes, freezes passes, and constructs domain agent prompts - Requirements Analyst — Transforms feature requests into structured specs; no implementation details - Devil's Advocate — Reviews for gaps and ambigu","default_branch":null,"files":null,"tree":[],"storefront":"/r/deepeshBodh","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/deepeshBodh/human-in-loop/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}