ProjectsProject DetailAI Developer Tool2026
Project Detail
GitSearch AI
Describe what you want to build—AI searches GitHub, reads READMEs, and returns ranked repos with scores, strengths, and gaps.
The Brief
From project brief to ranked GitHub shortlist.
GitSearch AI helps developers skip keyword guessing. Paste a build brief; the app extracts short GitHub-friendly keywords, runs multi-strategy search, demotes awesome-list pollution, enriches candidates with READMEs, and ranks a top-five shortlist.
The MVP is intentionally stateless—no auth or database. Dual Gemini/OpenAI providers, NDJSON streaming progress, and cost caps keep the focus on discovery quality.
Technical Architecture
Next.js
App Router landing and /search UI with TypeScript, Tailwind, and a streaming client hook.
Gemini / OpenAI
Provider-abstracted structured completions for keyword extraction and batch repository evaluation.
GitHub API
Multi-strategy search plus concurrent README fetch inside a server-side orchestrator.
Make the wait feel like progress
Landing explains the pipeline; /search shows live steps from understanding to ranking, then RepositoryCards with score, strengths, gaps, and tech—so builders trust why a repo won.
Pipeline
Intent · Search · README · Score
Output
Top 5 ranked repos
Role
Full Stack Product Engineer
Client
Personal product / AI developer tool
Date
2026
Collaborators
Solo build
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