{"repo":"whitesungun876/Opportunity-Mining-Agent","free":true,"listed":false,"github":"https://github.com/whitesungun876/Opportunity-Mining-Agent","clone":"git clone https://github.com/whitesungun876/Opportunity-Mining-Agent.git","description":"Evidence-first AI agent that mines GitHub issues for validated product opportunities and buyer hypotheses.","language":"Python","stars":16,"topics":["agentic-ai","fastapi","github-graphql","langgraph","llm-evaluation","nextjs"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"GitHub Opportunity Miner GitHub Opportunity Miner is an evidence-first AI research system for finding and validating startup opportunities hidden in open-source GitHub issues. It does not try to invent startup ideas from thin air. It turns real developer pain into traceable SaaS, plugin, hosted-service, and workflow product opportunities. --- At A Glance What Description --- --- Product goal Discover startup opportunities from GitHub evidence. Primary users Founders, indie hackers, DevTool builders, product researchers, AI infra teams. Input types Broad topic, focused production pain, or owner/repo . Output Evidence-backed opportunity cards, buyer hypotheses, WTP signals, validation plans, and reports. Default mode Mock mode for local deterministic demos and tests. Real mode GitHub GraphQL + OpenAI-compatible LLM. Storage Local SQLite run store. License Apache-2.0. --- Why This Exists Open-source repos contain real commercial signals: - Deployment is too hard. - Production workflows are blocked. - Integrations are missing. - Enterprise features such as SSO, RBAC, audit logs, and permissions are incomplete. - Debugging, tracing, evaluation, or observability workflows are fragmented. - Users repeatedly ask for hosted, managed, dashboard, plugin, or template-based solutions. Most idea generators skip the evidence layer. This project starts with evidence and keeps every important claim linked back to GitHub sources. --- What It Produces A validated opportunity card includes: Fiel","default_branch":null,"files":null,"tree":[],"storefront":"/r/whitesungun876","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/whitesungun876/Opportunity-Mining-Agent/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."}