I Built BountyPilot: An Open-Weight AI That Helps Developers Find Coding Opportunities Worth Their Time

说明与用途

BountyPilot 帮助独立开发者快速评估是否值得处理带有承诺赏金的问题，提供验证的奖励证据、技能需求、难度估计和风险提示。

问题

Independent developers struggle to decide whether a GitHub issue with a bounty title actually offers a paid opportunity, due to unverified reward claims and scattered information.

结果

BountyPilot enables developers to quickly assess whether a bounty issue is worth pursuing by providing verified reward evidence, skill alignment, difficulty estimates, and risk flags, reducing time spent on unverified leads.

工作流

• Search GitHub issues via REST API
• Retrieve issue source and discussion excerpts
• Run local Gemma 3 4B inference through Ollama
• Validate model output schema and citations
• Present analysis with reward evidence and risk notes
• Save opportunity to local SQLite pipeline
• Reload or revisit saved opportunities

证据

It searches real public GitHub issues, retrieves their sources, and puts reward evidence beside the technical task.

来源

The model must return structured JSON. The application checks the schema, source identifiers, unique citation identifiers, exact quote membership and risk-to-citation references.

来源

Real-issue Gemma 4B analysis 11.394 seconds on an M4 Pro Mac with 48 GiB RAM; one observed request

来源