Research & Search

huangwb8 Bundle

当用户明确要求"写/改研究内容""研究内容+创新+年度计划编排"时使用。为 NSFC 正文"（二）研究内容"写作/重构，并同步编排"特色与创新"和"三年年度研究计划"，输出可直接落到 LaTeX 模板的三个 extraTex 文件。

huangwb8 Bundle

当用户明确要求"写/改研究基础""研究基础+工作条件+风险应对编排"时使用。为 NSFC 正文"（三）研究基础"写作/重构，并同步编排"工作条件"和"研究风险应对"，用证据链证明项目可行、资源条件对位研究内容、风险预案可执行。

merit-systems Skill

Pay-per-call x402/MPP APIs (USDC on Base, Solana, Tempo). No API keys—wallet pays per request. If the task matches a SERVICES origin below, SKIP search and go straight to discover → fetch. Only search when NO listed origin fits. SERVICES: stableenrich (people/company, web search, scraping, Maps, LinkedIn, email verify, news), stablesocial (TikTok, Instagram, YouTube, Facebook, Reddit, LinkedIn, GitHub), stablestudio (AI image/video), stableupload (file/site hosting), stableemail (email, inboxes, subdomains), stablephone (AI calls, phone numbers), stablejobs (jobs), stabletravel (travel), stablebrowser (browser automation). TRIGGERS: research, enrich, scrape, search the web, generate image, video, social media, send email, phone call, travel, jobs, find contact, find API, x402, mpp, agentcash

merit-systems Bundle

Neural web search and content extraction using x402-protected APIs. Better than WebSearch for deep research and WebFetch for blocked sites. USE FOR: - Deep web research and investigation - Finding similar pages to a reference URL - Extracting clean text from web pages - Scraping sites that block standard fetchers - Getting direct answers to factual questions - Research requiring multiple sources - Crawling multiple pages from a website TRIGGERS: - "research", "investigate", "deep dive", "find sources" - "similar to", "pages like", "more like this" - "scrape", "extract content from", "get the text from" - "blocked site", "can't access", "paywall" - "what is", "explain", "answer this" - "crawl", "crawl site", "scrape entire site" Use `npx agentcash@latest fetch` for stableenrich.dev endpoints. Prefer Exa for semantic/neural search, Firecrawl for direct scraping.

merit-systems Bundle

Enrich contact and company data using x402-protected APIs at stableenrich.dev. Superior to generic web search for structured business data. USE FOR: - Enriching person profiles by email, LinkedIn URL, or name - Enriching companies by domain - Finding contact details (email, phone) with confidence scores - Resolving person identity and enriching consumer profiles (Minerva) - Searching for people or companies by criteria - Verifying email deliverability before outreach TRIGGERS: - "enrich", "lookup", "find info about", "research" - "who is [person]", "company profile for", "tell me about" - "find contact for", "get LinkedIn for", "get email for" - "employee at", "works at", "company details" - "verify email", "check email", "is this email valid"

merit-systems Bundle

Search for people and properties using Whitepages APIs via x402. USE FOR: - Finding people by name and location - Address lookups and verification - Property owner information - Background research (with legitimate purpose) TRIGGERS: - "find person", "lookup person", "who lives at" - "property owner", "property search", "address lookup" - "person at address", "contact info for" IMPORTANT: These endpoints contain personal information. Use responsibly and only for legitimate purposes. See rules/privacy.md for guidance. Use `npx agentcash@latest fetch` for Whitepages endpoints. Both endpoints are $0.22 per call.

merit-systems Bundle

Search and monitor Reddit using x402-protected APIs. USE FOR: - Searching Reddit posts and discussions - Getting comments from Reddit threads - Social media monitoring and research TRIGGERS: - "reddit", "subreddit", "reddit discussion" - "what are people saying", "social media", "sentiment" - "trending", "viral", "popular posts" Use `npx agentcash@latest fetch` for Reddit endpoints. Reddit $0.02/call. IMPORTANT: Use exact endpoint paths from the Quick Reference table below.

merit-systems Skill

Enrich people in a knowledge graph or wiki with contact and social media information — LinkedIn, email, phone, Twitter/X — using premium enrichment APIs via the agentcash CLI. Use this skill when the user wants to enrich contacts, find someone's LinkedIn or email, fill in missing contact info for people in their wiki or knowledge base, or says 'enrich', 'find contact info', 'look up LinkedIn', 'fill in missing info', or anything about augmenting people/contact pages with external data.

warpdotdev-common-skills Skill

Delegate noisy investigation to one or more subagents so the orchestrator's context stays clean, then work from the distilled answer. Use this skill whenever answering a question would require reading many files, long logs, large diffs, or wide codebase surveys — i.e. when producing the answer generates far more noise than the answer itself. Use it for "how does X work", "where is Y used", "what's the root cause of Z", "summarize this PR/log" style questions, and reach for it liberally before reading a pile of files inline.

warpdotdev-common-skills Skill

Run a second round on a contested question by circulating each subagent's independent proposal to the other authors and asking for structured pros and cons, then synthesize. Use this skill whenever you have multiple independent proposals or opinions on a contested decision — architecture tradeoffs, code review disagreements, design choices, competing root-cause theories — and want sharper analysis than you'd produce by synthesizing alone. Pairs naturally with the council and research skills; reach for it liberally whenever proposals diverge.

equinor Bundle

Handles GitHub issue resolution end-to-end for prompts like "solve #123", "lets solve #123", "work on #123", "work on https://github.com/owner/repo/issues/123", or by pasting a direct GitHub issue URL as the request. USE FOR: solve #123, continue work on issue #123, work on https://github.com/owner/repo/issues/123, paste a GitHub issue URL for implementation work. DO NOT USE FOR: issue drafting only, PR review only, or non-implementation research.

factory-ai Bundle

Autonomous experiment loop for optimization research. Use when the user wants to: - Optimize a metric through systematic experimentation (ML training loss, test speed, bundle size, build time, etc.) - Run an automated research loop: try an idea, measure it, keep improvements, revert regressions, repeat - Set up autoresearch for any codebase with a measurable optimization target Implements the autoresearch pattern with MAD-based confidence scoring, git branch isolation, and structured experiment logging.

geeksfino Bundle

Screen and identify undervalued stocks with strong fundamentals using professional equity research methodology. Use when the user asks to find undervalued stocks, screen for cheap or bargain stocks, identify value investing opportunities, perform fundamental stock analysis, find stocks trading below intrinsic value, or requests a stock screener based on financial metrics like P/E ratio, debt-to-equity, free cash flow, or ROIC.

zrt-ai-lab Bundle

当用户要求"调研"、"深度调研"、"帮我研究"、"调研下这个"，或提到需要搜索、整理、汇总指定主题的技术内容时，应使用此技能。

zrt-ai-lab Bundle

Fetch and summarize Feishu group chat history. Use when the user asks to read, review, or summarize messages from a Feishu group chat. Triggers: "看群聊记录", "群里聊了啥", "帮我看看这个群", "群消息历史", "chat history", "what did the group discuss". NOT for: sending messages (use message tool), reading documents (use feishu-doc skill), or wiki operations (use feishu-wiki skill).

aitytech Bundle

When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy.

pedronauck Bundle

Create and maintain Karpathy KB topics from YouTube channels through scaffolding, bulk transcript ingestion, validation, and indexing. Excludes single videos, general summaries, and other sources.

claireaicodes Bundle

Organize and classify OpenClaw knowledge entries into local folders by content type (Research, Decision, Insight, Lesson, Pattern, Project, Reference, Tutorial).

allstarger Bundle

Observe Codex task sessions and capture reusable skill-improvement opportunities. Use during substantive multi-step work, tool-using coding or research sessions, post-task feedback, skill creation/update work, and when the user mentions observations, skill logs, task-observer, or "One Skill to Rule Them All". The skill keeps global Codex observation memory active across projects, reads applicable AGENTS.md instructions, and stages proposed skill updates without installing them silently.

openags Skill

Search, download, and read academic papers from 20+ sources (arXiv, PubMed, Semantic Scholar, CrossRef, etc). Use when the user asks to find papers, search for research, look up academic literature, download a paper PDF, or extract text from a paper.

sakurabytecore Bundle

Recovers project handoff context from local Codex, Claude Code, Gemini, CodeBuddy, and codexmate-derived sessions. Use when the user asks what happened in prior project/PR/branch/file/error work, needs a handoff brief, wants old decisions or validations recovered, or asks to summarize cross-session project activity with evidence.

chris-shelton Bundle

Use this skill when the user wants to simplify, implement, redesign, debug, plan, optimize, or de-risk a system, workflow, codebase, architecture, process, research plan, or technical objective. Apply a first-principles execution loop: challenge requirements, delete parts, simplify what remains, accelerate feedback, then automate only stable work. Especially useful when work feels overcomplicated, slow, brittle, approval-heavy, or prematurely automated.

sparklingneuronics Bundle

Route a task to OpenAI's Codex CLI (`codex exec`) instead of doing it yourself. Use this skill ANY time the user names codex or types `/codex` — even for routine work Claude could handle, because the user is choosing to delegate. The intent: 'ask codex', 'have codex review/refactor this', 'check/validate with codex', 'see what codex thinks', 'second opinion from codex', 'use codex to create an image', 'continue/resume with codex'. Covers coding (review, analysis, refactoring, file edits, debugging) and non-coding (emails, documents, decisions, research), plus generating or editing images. Keeps a separate Codex thread per topic, so 'continue with codex' resumes the right thread. Do NOT use when the request delegates only to agy, antigravity, or gemini (if a request names both Codex and agy/gemini, both skills run — handle the Codex part here), when no tool is named (a bare 'create an image' or 'review my PR'), or when the user wants Claude itself to do the work. Companion to `/agy`.

googlecloudplatform Skill

Allows listing, searching and extracting information from local knowledge base documents for information about tables

fcavalcantirj Bundle

Search Solvr FIRST before web search. AI knowledge base for debugging, errors, bugs, stuck problems, failed builds, test failures. Use when you see error messages, stack traces, "cannot", "undefined", "ECONNREFUSED". Faster than web search, built for agents.

avivsinai Bundle

Use two agents to research a design independently and converge on one specification through AMQ. Trigger for collaborative design or messages labeled workflow:spec; use amq-cli for ordinary coordination.

getsentry Bundle

Triage GitHub issues with codebase research and actionable recommendations

hanlulong Bundle

Expert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kremer, and other leading economists. USE THIS SKILL whenever the user writes, edits, reviews, rewrites, or structures any economics paper, thesis, job market paper, abstract, introduction, conclusion, results section, literature review, or referee response. Also handles LaTeX formatting, presentations, and paper audits. Covers all paper types (applied, theory, structural, mixed) and all sections.

agent-frontier Bundle

Autonomous build skill that turns a rough request into working software through a relentless requirements interview (grill), a persistent plan, and a Ralph-style build loop (analyze → implement → validate → review → record). Use when the user runs /wgm, or asks to build, implement, prototype, or ship a feature or app from rough intent; when a task is ambiguous and needs requirements interrogation before coding; or for multi-step feature work that benefits from a planned, test-validated iterative loop. Supports phase modes grill, analyze, plan, build, and review, with an optional "only" qualifier to run a single phase (e.g. "/wgm analyze only"). Not for trivial one-file edits, pure debugging, or research-only questions.

rogue-iteration Bundle

Data gathering tools for the Gradient Research Team. Fetches news (Google News RSS), SEC filings (EDGAR), fundamental financials (SEC EDGAR XBRL + yfinance), Reddit sentiment, and technical price data (yfinance) for stock tickers on the watchlist.

rogue-iteration Bundle

Proactive investment research assistant powered by DigitalOcean Gradient AI. Monitors stock tickers, gathers data from public sources, stores it in a Gradient Knowledge Base, and proactively alerts you about significant events. All state is stored in a SQLite database shared across all agents.

uxuiprinciples Skill

Evaluate interface descriptions against 195 research-backed UX/UI principles. Returns structured findings with severity, remediation, and business impact. API key optional — enriched output requires uxuiprinciples.com API Access.

appautomaton Bundle

Delegate tasks to Google's Antigravity CLI (agy) for prototyping, debugging, code review, and research. Supports multi-turn sessions via SESSION_ID. Successor to the retired Gemini CLI.

beijaflor Skill

Generate summaries for unchecked sources in workdesk/sources.md. Supports single URL, batch processing, and re-generation of existing summaries via a structured fallback chain. Use after adding URLs with add-url skill.

vamfi Bundle

Systematic approach for creating minimal-change, reversible implementation plans. Claude invokes this skill when transforming requirements/research into executable blueprints. Emphasizes simplicity, safety, and clear verification steps.

snapsynapse Skill

Generate a handoff note summarizing skill project state for a future session or collaborator. Use when crossing a non-persistent boundary (e.g., Chat upload), ending a session that made significant decisions, or when the user explicitly asks for a handoff note. Triggers on: "generate a handoff", "write a handoff note", "summarize for next session", "prepare handoff", "what should the next session know".