All authors
Claude Skills by 0xmariowu
github.com/0xmariowu70 skills1 installs87 views
- Arxiv> Source: self-written, plan `autosearch-0418-channels-and-skills.md` § F002c. --- name: arxiv description: Use for academic preprint searches in CS/ML/physics when query is English or mixed and expects peer-reviewed or preprint papers. version: 1 languages: [en] methods: - id: api_search impl: methods/api_search.py requires: [] rate_limit: {per_min: 30, per_hour: 500} fallback_chain: [api_search] when_to_use: query_languages: [en, mixed] query_types: [academic, research-paper, literature-rev...Votes: 0GitHub stars: 44
- Bilibili> Source: self-written, plan `autosearch-0418-channels-and-skills.md` § F002c. --- name: bilibili description: Chinese tech video platform with tutorials, conference recordings, and uploader-authored articles, via TikHub. version: 1 languages: [zh, mixed] methods: - id: via_tikhub impl: methods/via_tikhub.py requires: [env:TIKHUB_API_KEY] rate_limit: {per_min: 60, per_hour: 1000} - id: api_search impl: methods/api_search.py requires: [] rate_limit: {per_min: 30, per_hour: 500} fallback_chain:...Votes: 0GitHub stars: 44
- Crossref> Source: self-written for task Plan-0420 W7 F701 + F702. --- name: crossref description: Cross-publisher scholarly search via the Crossref DOI registry, useful for journal articles, book chapters, and citation-linked research metadata. version: 1 languages: [en] methods: - id: api_search impl: methods/api_search.py requires: [] rate_limit: {per_min: 30, per_hour: 500} fallback_chain: [api_search] when_to_use: query_languages: [en] query_types: [academic, doi-lookup, citation, scholarly, jour...Votes: 0GitHub stars: 44
- Dblp> Source: self-written for task Plan-0420 W7 F701 + F702. --- name: dblp description: Computer science bibliography search — technical papers, proceedings, and journal articles indexed by venue, author, and year. version: 1 languages: [en] methods: - id: api_search impl: methods/api_search.py requires: [] rate_limit: {per_min: 30, per_hour: 500} fallback_chain: [api_search] when_to_use: query_languages: [en] query_types: [academic, computer-science, research, technical-paper] avoid_for: [soci...Votes: 0GitHub stars: 44
- DdgsDuckDuckGo Search — free general web search with no auth, use as broad default for any English or mixed query.Votes: 0GitHub stars: 44
- Devto> Source: self-written for task F201. --- name: devto description: Developer blog articles tagged by technology topic, via the public dev.to API. version: 1 languages: [en, mixed] methods: - id: api_search impl: methods/api_search.py requires: [] rate_limit: {per_min: 30, per_hour: 500} fallback_chain: [api_search] when_to_use: query_languages: [en, mixed] query_types: [tutorial, how-to, experience-report, tech-blog] domain_hints: [software, web-dev, devops] quality_hint: typical_yield: mediu...Votes: 0GitHub stars: 44
- Discourse ForumUse for public Discourse-based community discussions, especially Linux DO, when queries need Chinese AI/dev forum posts and native operator troubleshooting.Votes: 0GitHub stars: 44
- DockerhubUse for Docker image and container registry searches when query involves Docker images, containers, or deployment artifacts.Votes: 0GitHub stars: 44
- Douyin> Source: self-written, plan `autosearch-0418-channels-and-skills.md` § F002c. --- name: douyin description: Chinese short-video content with product demos, tech reviews, and viral trends, via TikHub. version: 1 languages: [zh] methods: - id: via_tikhub impl: methods/via_tikhub.py requires: [env:TIKHUB_API_KEY] rate_limit: {per_min: 60, per_hour: 1000} fallback_chain: [via_tikhub] when_to_use: query_languages: [zh] query_types: [trending, short-form, product-launch, consumer-commentary, lifes...Votes: 0GitHub stars: 44
- Github> Source: self-written, plan `autosearch-0418-channels-and-skills.md` § F002c. --- name: github description: Use for code-level, issue-level, and repository discovery when query involves a library, framework, or implementation detail. version: 1 languages: [en] methods: - id: search_public_repos impl: methods/search_public_repos.py requires: [] rate_limit: {per_min: 10, per_hour: 60} fallback_chain: [search_public_repos] when_to_use: query_languages: [en, mixed] query_types: [code, library, i...Votes: 0GitHub stars: 44
- Google NewsCurrent news headlines aggregated across publishers via Google News RSS (English US feed).Votes: 0GitHub stars: 44
- Hackernews> Source: self-written, plan `autosearch-0418-channels-and-skills.md` § F002c. --- name: hackernews description: Use for real-time developer discussion, tooling opinions, and early-stage product signals from the HN community. version: 1 languages: [en] methods: - id: algolia_search impl: methods/algolia.py requires: [] rate_limit: {per_min: 60, per_hour: 1000} fallback_chain: [algolia_search] when_to_use: query_languages: [en] query_types: [tech-opinion, tooling, startup, product-launch, hack...Votes: 0GitHub stars: 44
- Huggingface HubDiscover open machine learning models on Hugging Face Hub via the public model search API.Votes: 0GitHub stars: 44
- Infoq CnChinese engineering articles covering architecture, AI, and enterprise tech from InfoQ 中文, via public RSS feed.Votes: 0GitHub stars: 44
- InstagramInstagram public posts and reels search via TikHub. Best for product demos, tutorials, and visual content. English-first but works with any language keyword.Votes: 0GitHub stars: 44
- Kr36Chinese tech business news, startup funding, and industry analysis from 36kr.Votes: 0GitHub stars: 44
- Kuaishou> Source: self-written for TikHub channel expansion task on 2026-04-19. --- name: kuaishou description: Chinese short-video platform with lifestyle, humor, regional culture, and product demos, via TikHub. version: 1 languages: [zh, mixed] methods: - id: via_tikhub impl: methods/via_tikhub.py requires: [env:TIKHUB_API_KEY] rate_limit: {per_min: 60, per_hour: 1000} fallback_chain: [via_tikhub] when_to_use: query_languages: [zh, mixed] query_types: [short-video, lifestyle, regional-culture, prod...Votes: 0GitHub stars: 44
- LinkedinLinkedIn public pages — company profiles, job posts, professional articles via Jina Reader (no auth needed for public content).Votes: 0GitHub stars: 44
- OpenalexSearch scholarly works through OpenAlex's public works search API with open-access URL fallback.Votes: 0GitHub stars: 44
- Package Search--- name: package_search description: Discover packages across PyPI (exact-name lookup) and npm (full-text search) registries. version: 1 languages: [en, mixed] methods: - id: api_search impl: methods/api_search.py requires: [] rate_limit: {per_min: 20, per_hour: 300} fallback_chain: [api_search] when_to_use: query_languages: [en, mixed] query_types: [library, package, sdk, dependency, installation] domain_hints: [software, programming] quality_hint: typical_yield: medium chinese_native: fals...Votes: 0GitHub stars: 44
- Papers> Source: self-written for task F203. --- name: papers description: Multi-source academic paper search (arxiv, pubmed, biorxiv, medrxiv, google_scholar) via paper-search-mcp. version: 1 languages: [en, mixed] methods: - id: via_paper_search impl: methods/via_paper_search.py requires: [] rate_limit: {per_min: 20, per_hour: 300} fallback_chain: [via_paper_search] when_to_use: query_languages: [en, mixed] query_types: [academic-paper, research, technical-deep-dive] domain_hints: [science, medici...Votes: 0GitHub stars: 44
- Podcast CnChinese-language podcasts searchable via the Apple iTunes store public API.Votes: 0GitHub stars: 44
- PubmedUse for biomedical and life-science literature searches when query expects PubMed articles, clinical trials, or medical research papers.Votes: 0GitHub stars: 44
- RedditReddit community discussions, user experience reports, and topic debates via the public search.json endpoint.Votes: 0GitHub stars: 44
- SearxngUse for general web meta-search via a local SearXNG instance when broad multi-engine web coverage is needed and SEARXNG_URL is configured.Votes: 0GitHub stars: 44
- Sec EdgarUS public company filings (10-K, 10-Q, 8-K) via SEC EDGAR full-text search — financial and regulatory disclosures for research.Votes: 0GitHub stars: 44
- Sogou WeixinChinese WeChat Official Account articles via the public Sogou WeChat search SERP.Votes: 0GitHub stars: 44
- StackoverflowProgramming Q&A with community-voted answers across 200+ technical tags via api.stackexchange.com.Votes: 0GitHub stars: 44
- TiebaUse for Chinese community forum discussions on Baidu Tieba when query involves Chinese tech topics, product feedback, or hobby communities not covered by xiaohongshu/zhihu.Votes: 0GitHub stars: 44
- Tiktok> Source: self-written for TikHub channel expansion task on 2026-04-19. --- name: tiktok description: Global short-video platform with creator content, product demos, viral trends, and topical reactions, via TikHub. version: 1 languages: [en, mixed] methods: - id: via_tikhub impl: methods/via_tikhub.py requires: [env:TIKHUB_API_KEY] rate_limit: {per_min: 60, per_hour: 1000} fallback_chain: [via_tikhub] when_to_use: query_languages: [en, mixed] query_types: [product-launch, viral-content, crea...Votes: 0GitHub stars: 44
- Twitter> Source: self-written, plan `autosearch-0418-channels-and-skills.md` § F002c. --- name: twitter description: Real-time public discourse including product launches, tech announcements, and breaking news, via TikHub. version: 1 languages: [en, mixed] methods: - id: via_tikhub impl: methods/via_tikhub.py requires: [env:TIKHUB_API_KEY] rate_limit: {per_min: 60, per_hour: 1000} fallback_chain: [via_tikhub] when_to_use: query_languages: [en, mixed] query_types: [current-events, product-launch, bre...Votes: 0GitHub stars: 44
- V2exChinese developer community discussions on programming, tech, and career — useful for native-zh developer sentiment and niche technical troubleshooting.Votes: 0GitHub stars: 44
- Wechat ChannelsWeChat Channels (视频号) short video search via TikHub. Returns videos matching a keyword — creator name, title, duration, CDN video URL. Best for Chinese-language video content on WeChat ecosystem. Requires TIKHUB_API_KEY.Votes: 0GitHub stars: 44
- Weibo> Source: self-written, plan `autosearch-0418-channels-and-skills.md` § F002c. --- name: weibo description: Chinese microblog platform for real-time opinion, trending topics, and event-level commentary in Chinese discourse, via TikHub. version: 1 languages: [zh, mixed] methods: - id: via_tikhub impl: methods/via_tikhub.py requires: [env:TIKHUB_API_KEY] rate_limit: {per_min: 60, per_hour: 1000} fallback_chain: [via_tikhub] when_to_use: query_languages: [zh, mixed] query_types: [real-time, tren...Votes: 0GitHub stars: 44
- WikidataStructured entity data (people, places, concepts) from Wikidata knowledge graph.Votes: 0GitHub stars: 44
- WikipediaAuthoritative encyclopedia articles via the Wikipedia Action API (English edition).Votes: 0GitHub stars: 44
- Xiaohongshu> Source: self-written, plan `autosearch-0418-channels-and-skills.md` § F002c. --- name: xiaohongshu description: Chinese lifestyle + experience-sharing notes with strong product/beauty/travel/food coverage, via TikHub. version: 1 languages: [zh, mixed] methods: - id: via_signsrv impl: methods/via_signsrv.py requires: [env:AUTOSEARCH_SIGNSRV_URL, env:AUTOSEARCH_SERVICE_TOKEN, env:XHS_COOKIES] rate_limit: {per_min: 60, per_hour: 1000} - id: via_tikhub impl: methods/via_tikhub.py requires: [env...Votes: 0GitHub stars: 44
- XueqiuChinese stock market platform — stock search, trending posts, hot stock rankings. Use for financial/investment queries in Chinese.Votes: 0GitHub stars: 44
- Youtube> Source: self-written, plan `autosearch-0418-channels-and-skills.md` § F002c. --- name: youtube description: Use for video tutorial discovery, conference talks, technical walkthroughs, and product demos. version: 1 languages: [en, zh, mixed] methods: - id: data_api_search impl: methods/data_api_v3.py requires: [env:YOUTUBE_API_KEY] rate_limit: {per_min: 100, per_hour: 10000} fallback_chain: [data_api_search] when_to_use: query_languages: [en, zh, mixed] query_types: [tutorial, conference-tal...Votes: 0GitHub stars: 44
- Zhihu> Source: self-written, plan `autosearch-0418-channels-and-skills.md` § F002c. --- name: zhihu description: Chinese Q&A platform with deep technical discussions and user experience reports — use when query is Chinese or mixed and targets developer opinions, comparisons, or tutorials. version: 1 languages: [zh, mixed] methods: - id: via_tikhub impl: methods/via_tikhub.py requires: [env:TIKHUB_API_KEY] rate_limit: {per_min: 60, per_hour: 1000} fallback_chain: [via_tikhub] when_to_use: query_lan...Votes: 0GitHub stars: 44
- Channel SelectionGroup-first channel selection algorithm for v2 tool-supplier architecture. Given a research query + clarify rubrics + channel_priority hints, picks 1-3 relevant groups from the router index, then 3-8 leaf channels from within those groups. Replaces flat-rank selection across 41 channels with a two-stage pick so runtime AI never has to read all 41 SKILL.md bodies.Votes: 0GitHub stars: 44
- Citation IndexDeduplicate URLs across all sources, assign stable citation numbers, and merge citations from multiple subagents / sections into one consistent reference list. Prevents "same URL cited as [3] in one paragraph and [17] in another" and "different URLs merged under [5]" bugs that come from per-section synthesis.Votes: 0GitHub stars: 44
- Context Retention PolicySession-level policy for keeping the runtime AI's context window healthy across long research — keep-last-k tool results, offload older evidence to disk, trigger compaction at thresholds. Borrows MiroThinker's keep_tool_result, deepagents' summarization middleware, and deer-flow's SummarizationEvent pattern. Orthogonal to assemble-context (which is per-synthesis-step); this is per-session.Votes: 0GitHub stars: 44
- Delegate SubtaskDefine the execution contract for isolating a research sub-task — input schema, budget, return summary, evidence list, failure status. Complements decompose-task (which only splits the problem) by giving each split a bounded, auditable execution unit the runtime AI can farm out to a sub-agent or parallel session.Votes: 0GitHub stars: 44
- Experience CaptureAppend a single skill-execution event to the per-skill `experience/patterns.jsonl` file. Runs every time a leaf skill is used. Append-only — runtime AI never reads this file directly; only the compacted `experience.md` digest. Fast tier, no LLM required.Votes: 0GitHub stars: 44
- Experience CompactPromote recurring patterns from `experience/patterns.jsonl` into the compact `experience.md` digest (≤120 lines, read by runtime AI before calling the skill). Triggers on N-events / file-size / user-feedback / session-end. Guards against single-success noise and pollution via promotion thresholds.Votes: 0GitHub stars: 44
- Graph Search PlanRepresent a research plan as a directed graph — nodes are sub-questions, edges are "answer-depends-on" dependencies. Independent nodes can be executed in parallel; downstream nodes wait for their predecessors. Borrowed from MindSearch's WebSearchGraph pattern. Replaces list/tree decomposition for plans with non-linear dependencies.Votes: 0GitHub stars: 44
- Model RoutingAdvisory skill — three-tier (Fast / Standard / Best) model routing catalog for autosearch skills. Tells the runtime AI which tier each leaf skill needs, and how to escalate or de-escalate. Autosearch does not switch models itself; the runtime AI is the decision-maker.Votes: 0GitHub stars: 44
- Perspective QuestioningGenerate questions from 3-6 stakeholder / expert personas to expand coverage before searching. Complements decompose-task (which splits by task structure) by splitting by viewpoint. Borrowed from STORM's pre-writing research pattern — asking "what would an investor / a security researcher / an end-user / a maintainer" each want to know.Votes: 0GitHub stars: 44
- Recent Signal FusionUnify signals from multiple recency-sensitive channels (Reddit, X, Hacker News, Weibo, YouTube, GitHub activity, Polymarket, etc.) into a single time-weighted candidate list. Clusters semantic near-duplicates across sources, weights by recency + platform reliability, and produces a ranked "what's happening recently" bundle for the runtime AI to synthesize.Votes: 0GitHub stars: 44