PROJECT TOPICS
PROJECT README
多引擎交叉驗證搜索:Brave / Tavily / DuckDuckGo / Wikipedia(可選 Bing / Mojeek)並行查詢,URL 去重,按獨立引擎同意數分置信度——單引擎結果誠實標為 LOW。
| Tier | Condition | Meaning |
|---|---|---|
| 🟢 HIGH | ≥ 50% of running engines agree | independently verified |
| 🟡 MEDIUM | ≥ 2 engines agree | partially verified |
| 🔴 LOW | single engine | honest unverified |
cross_search { query, engines?, limit? } — parallel fetch, URL dedupe
(tracking params stripped), tiered ranking, engine provenance per result.
| Engine | Env var | Keyless fallback |
|---|---|---|
| Brave | BRAVE_API_KEY |
— |
| Tavily | TAVILY_API_KEY |
— |
| Bing | BING_API_KEY |
— |
| Mojeek | MOJEEK_API_KEY |
— |
| DuckDuckGo | — | ✅ (HTML endpoint) |
| Wikipedia | — | ✅ (REST API, wikiLang config) |
Missing keys skip that engine; the report always states which engines ran.
"dsh": { "profile": { "bundles": ["@bryan-cmf/dsh-cross-search"] } }| Key | Default | Meaning |
|---|---|---|
engines |
brave, tavily, duckduckgo, wikipedia, bing, mojeek | Attempt order |
timeoutMs |
8000 |
Per-engine timeout |
perEngine |
8 |
Results per engine |
wikiLang |
zh |
Wikipedia language |
pnpm install --store-dir .pnpm-store
pnpm buildMIT
CLASSIFICATION EVIDENCE
系统优先读取 GitHub Topics，再与站内分类词典和词根规则比对。当前命中： agent-infrastructure、search。
liustack
The first vision plugin for DeepSeek Harness, and the vision bridge for every text-only coding agent. Paste an image, get structured JSON evidence (OCR, layout, semantics). | 全网最强 DeepSeek Harness 外挂视觉插件，为 DeepSeek、GLM 等纯文本模型外挂视觉能力，粘贴图片即得结构化 JSON 证据（OCR、版面、语义）。
Anionex
为纯文本模型"看图“设计更好的视觉工具箱和技能，支持多图理解，图片问答，前端UI还原、GUI 自动化等，并可选无缝接入多个主流agent，直接识别粘贴图片｜ A vision toolkit and skill designed for text-only llms — image Q&A, long-screenshot OCR, frontend UI restoration, and GUI automation, with optional seamless integration for Codex, Claude Code, Pi, Oh My Pi, and OpenCode
ysr666
Eyes for text-only DeepSeek Harness agents: built-in free vision chain (no key) + pixel-level vision tools (Q&A, grounding, crop, pixel diff, colors, OCR, SVG trace, cutout, screenshots). One-command install, no Python, image turns work like ordinary tool-calling turns.