Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
AI-powered search that aggregates and summarizes results from multiple sources including web, X/Twitter, Reddit, Hacker News, YouTube, ArXiv, and Wikipedia....
AI-powered search that aggregates and summarizes results from multiple sources including web, X/Twitter, Reddit, Hacker News, YouTube, ArXiv, and Wikipedia....
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
AI-powered multi-source search that aggregates results from web, Reddit, Hacker News, YouTube, ArXiv, Wikipedia, and X/Twitter β returning either summarized answers or curated links.
Get an API key from https://console.desearch.ai Set environment variable: export DESEARCH_API_KEY='your-key-here'
# AI contextual search (summarized results from multiple sources) desearch.py ai_search "What is Bittensor?" --tools web,reddit,youtube # AI web link search (curated links from specific sources) desearch.py ai_web "machine learning papers" --tools arxiv,web,wikipedia # AI X/Twitter link search (curated post links) desearch.py ai_x "crypto market trends" --count 20
CommandDescriptionai_searchAI-summarized search across multiple sources. Returns aggregated results with context.ai_webAI-curated link search. Returns the most relevant links from chosen sources.ai_xAI-powered X/Twitter search. Returns the most relevant post links for a topic.
OptionDescriptionApplies to--tools, -tSources to search: web, hackernews, reddit, wikipedia, youtube, arxiv, twitter (comma-separated)Both--count, -nNumber of results (default: 10, max: 200)All--date-filterTime filter: PAST_24_HOURS, PAST_2_DAYS, PAST_WEEK, PAST_2_WEEKS, PAST_MONTH, PAST_2_MONTHS, PAST_YEAR, PAST_2_YEARSai_search
desearch.py ai_search "What are the latest developments in quantum computing?" --tools web,arxiv,reddit
desearch.py ai_web "transformer architecture improvements 2026" --tools arxiv,web
desearch.py ai_search "AI regulation news" --tools web,hackernews,reddit --date-filter PAST_WEEK
desearch.py ai_web "learn rust programming" --tools youtube,web
desearch.py ai_x "latest AI breakthroughs" --count 20
{ "tweets": [ { "id": "2023465890369728573", "text": "Superposition allows qubits to encode multiple possibilities...", "url": "https://x.com/rukky_003/status/2023465890369728573", "created_at": "2026-02-16T18:33:57.000Z", "like_count": 5, "retweet_count": 0, "view_count": 155, "reply_count": 0, "quote_count": 2, "lang": "en", "is_retweet": false, "is_quote_tweet": true, "media": [], "user": { "id": "1316260427190472704", "username": "rukky_003", "name": "RuqoCrypto π§ ", "url": "https://x.com/rukky_003", "followers_count": 2424, "verified": false, "is_blue_verified": true } } ], "search": [ { "title": "What Is Quantum Computing? | IBM", "link": "https://www.ibm.com/think/topics/quantum-computing", "snippet": "Quantum computers take advantage of quantum mechanics..." } ], "miner_link_scores": { "2023465890369728573": "HIGH", "https://www.ibm.com/think/topics/quantum-computing": "MEDIUM" }, "completion": "Quantum computing uses qubits that leverage superposition and entanglement to compute in fundamentally different ways than classical computers..." }
miner_link_scores keys are tweet IDs for Twitter results and full URLs for web results. Values are "HIGH", "MEDIUM", or "LOW". media is always an array; empty [] when no media is attached. completion is always a string; empty string "" if summarization fails.
StatusΒ 401, Unauthorized (e.g., missing/invalid API key) { "detail": "Invalid or missing API key" } Status 402, Payment Required (e.g., balance depleted) { "detail": "Insufficient balance, please add funds to your account to continue using the service." }
API Reference Desearch Console
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Largest current source with strong distribution and engagement signals.