{"repo":"veeicwgy/devtool-answer-monitor","free":true,"listed":false,"github":"https://github.com/veeicwgy/devtool-answer-monitor","clone":"git clone https://github.com/veeicwgy/devtool-answer-monitor.git","description":"Track what LLMs say before users choose your developer tool.","language":"Python","stars":10,"topics":["developer-tools","llm-monitoring","observability","open-source","prompt-monitoring","content-ops","llm-evaluation","query-pool","agent-readiness","ai-search"],"license":"MIT","category":"dev-tools","readme_excerpt":"DevTool Answer Monitor Track what LLMs say before users choose your developer tool. English · 简体中文 Open the zero-install demo · Inspect the demo source · MinerU benchmark · Sciverse API benchmark DevTool Answer Monitor is a reproducible monitoring and repair workflow for developer tools, APIs, SDKs, and open-source projects. It connects query design, answer monitoring, four-metric scoring, repair loops, activation analysis, and T+7/T+14 regression checks into one practical system. Why people star this repo - It ships a zero-install sample viewer so you can inspect real output before cloning anything. - It keeps versioned benchmark artifacts for MinerU and Sciverse API instead of vague marketing claims. - It gives you a repair loop with visible deltas so you can show whether docs and positioning changes actually improved model answers. If this is the kind of workflow you want to keep on your radar, star the repo. New benchmarks, query pools, and viewer updates land here first. Zero-install demo The repository now ships a live zero-install static viewer backed by GitHub Pages. - Live demo: veeicwgy.github.io/devtool-answer-monitor - Viewer source: docs/index.html , docs/demo.js , docs/data/demo-metrics.json - What it shows: MinerU baseline vs T+7 vs T+14, Sciverse API funnel-stage slices, top repair candidates, and stage-level gaps - What it does not need: API keys, package installs, or local setup Public benchmark stories - MinerU public benchmark: a real repair-loop story wit","default_branch":null,"files":null,"tree":[],"storefront":"/r/veeicwgy","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/veeicwgy/devtool-answer-monitor/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."}