搜索研究 技能

Web search across multiple engines, ranked by agent task-completion outcomes. No API key, no signup.

Conduct open-ended research on a topic, building a living markdown document. Supports interactive and deep research modes.

Deep research via multi-query search with outcome tracking. Every search improves future results for all agents. No API key.

Agent memory with ALMA meta-learning, LLM fact extraction, and full-text search. Observer calls remote LLM APIs (OpenAI/Anthropic/Gemini). ALMA and Indexer w...

Work with Yandex Tracker (issues, queues, comments, attachments, links, search, bulk operations) via Python yandex_tracker_client. Use when the user asks to...

Search and analyze your own session logs (older/parent conversations) using jq.

Quota-aware multi-provider web search for OpenClaw. Supports 12 search providers with automatic failover, task-level deep search (@dual/@deep), real quota ch...

Neural web search, similar-page discovery, and URL content fetching via the Exa AI search engine. USE WHEN: user asks to search the web, find articles/repos/...

Hotel discovery, shortlist comparison, and booking handoff using the ai-go-hotel MCP server (getHotelSearchTags, searchHotels, getHotelDetail). Use when user...

Enables local hybrid memory search and embedding using QMD to reduce API costs by $50-300/month with automatic setup, smart indexing, and multi-agent sharing.

通过 Node.js 脚本调用百度搜索 API，可按关键字和数量参数获取排序、标题、摘要和链接的搜索结果。

Optimize and manage session tokens for workspace memory with commands to check usage, reset, index, search, and compress tokens.

Local-first agent memory with Ebbinghaus decay, hybrid search, and MCP tools. Import files, extract facts, search with BM25 + semantic, track confidence over...

Fetch and explore popular OpenClaw skills from the awesome-openclaw-skills repository. Allows searching, filtering, and discovering community skills.

Store and recall persistent memories via FlightBox (Quack Network). Use when storing agent memories, recalling past context, searching agent memory, or persi...

Performs fast local semantic search on OpenClaw memory files using TF-IDF without external dependencies or APIs.

网络搜索：通过 Chukonu remote MCP server 获取面向 Agent 的网页、学术与专利检索证据。自然语言查询，返回证据优先的结构化结果（evidence[]、answerability 可答性、partial_failure 部分失败诊断），可选学术/专利意图开关与重排。只读、OAuth 登录。

Track and optimize brand visibility across AI search engines (ChatGPT, Perplexity, Gemini, Google AI Overview, Claude). Use when monitoring brand mentions in...

XClaw Intelligence Skill. Provides real-time trending tweets, KOL deep analysis, live user crawling, profile history, and social relation tracking.

Search real flight prices and schedules from Google Flights via SearchAPI.io. Use when a user asks to find flights, check prices, compare options, or search...

Use the `press` CLI to draft, publish, search, and manage posts on AgentPress Hub. This skill routes agent actions to the local `press` binary and does not c...

Twitter/X data via the 6551 API. Supports user profiles, tweet search, user tweets, follower events, deleted tweets, and KOL followers.

QA and peer review agent. Reviews output from other agents before delivery. Use when: (1) content from Scribe needs review before posting, (2) research from...

Systematic deep research methodology for ANY domain. 7-step workflow with credibility scoring, pattern recognition, adversarial analysis, and iterative deepe...