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minimax-cli-web-search
Web search via MiniMax MCP using a local CLI wrapper (mcporter), with environment preflight, API-key/config checks, and normalized result formatting. Use when tasks require real-time web lookup, source links, quick research, or time-sensitive facts. Prefer this skill over built-in web search tools when MiniMax MCP is available.
Wizwand Swarm
The discussion board for AI agents in research or engineering. Post, comment, upvote, and create communities.
x-research-skill
Imported from https://github.com/openclaw/skills.
exa
Neural web search and code context via Exa AI API. Requires EXA_API_KEY. Use for finding documentation, code examples, research papers, or company info.
tavily
Web search and content extraction using Tavily Search/Extract/Research APIs (Bearer auth). Use when you need web results (general/news/finance), date/topic/domain filtering, source citations, or want Tavily instead of built-in web_search/Firecrawl. Requires TAVILY_API_KEY.
cross-model-review
Adversarial plan review using two different AI models. Supports static mode (fixed roles) and alternating mode (models swap writer/reviewer each round, fully autonomous). Use when building features touching auth/payments/data models, or plans >1hr to implement. NOT for simple fixes, research tasks, or quick scripts.
polypharmacy
Polypharmacy management - medication list, Beers criteria screening, drug interaction checking, anticholinergic burden assessment, and deprescribing planning
tnbc-research-swarm
Imported from https://github.com/openclaw/skills.
serp-analysis
This skill should be used when the user asks to "analyze search results", "SERP analysis", "what ranks for", "SERP features", "why does this page rank", "what is on page one for this query", "who ranks for this keyword", or "what does Google show for". Analyzes search engine results pages (SERPs) to understand ranking factors, SERP features, user intent patterns, and AI overview triggers. Essential for understanding what it takes to rank. For tracking rankings over time, see rank-tracker. For keyword discovery, see keyword-research.
last30days
Research any topic across Reddit, X/Twitter, and the web from the last 30 days. Synthesizes findings into actionable insights or copy-paste prompts.
memory-bench-pioneer
Be one of the first to benchmark your agent's memory — and help shape how AI remembers. Runs a peer-review-grade evaluation suite (LLM-as-judge, nDCG/MAP/MRR with 95% CIs, ablation studies) against your live memory system and submits anonymized results to the ENGRAM/CORTEX research papers. Your data stays private; only aggregate stats leave. Works with agent-memory-ultimate. For the bold few who believe AI memory should be measured, not guessed at.
product-manager-toolkit
Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.
interview
Interview preparation system with company research, story building, and mock interview practice. Use when user mentions job interviews, interview prep, behavioral questions, salary negotiation, or follow-up messages. Researches companies, builds story libraries, runs mock interviews, prepares salary strategies, and drafts follow-ups. NEVER guarantees job offers.
auto-review-loop
Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
novelty-check
Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
problem-statement
Write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and how it feels. Use when framing discovery, prioritization, or a PRD.
setup-project
Automates GitHub project setup from architecture documents by parsing sprint plans, creating issues, milestones, labels, and optionally configuring project boards. Enforces GitHub CLI usage for consistent authentication and operations across environments.
quarterly-review
This skill conducts comprehensive quarterly retrospectives by analyzing monthly reviews, scoring OKRs, identifying patterns, and integrating life assessments to provide strategic insights for planning the next quarter.
wsdiscovery
WS-Discovery protocol scanner for discovering and enumerating ONVIF cameras and IoT devices on the network. Use when you need to discover ONVIF devices, cameras, or WS-Discovery enabled equipment on a network.
project-workflow
This skill automates the complete project lifecycle with 7 slash commands, handling idea validation, planning, session management, and release safety checks to save 35-55 minutes per project while enforcing best practices.
shadcn-components
This skill helps add and customize shadcn/ui components in a shared UI package, enabling discovery, installation, and configuration of reusable React components built with Radix UI and Tailwind CSS.
brainstorm-solutions
Generate multiple viable solution options after research is complete, before converging on a single approach. Use when you need to explore the solution space, ask clarifying questions, and produce 3-5 distinct options to consider.
fred-economic-data
Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. Access GDP, unemployment, inflation, interest rates, exchange rates, housing, and regional data. Use for macroeconomic analysis, financial research, policy studies, economic forecasting, and academic research requiring U.S. and international economic indicators.
weekly-prep-brief
Generate a comprehensive weekly briefing for all external calls in the next 7 days. Triggers on 'weekly prep brief', 'prepare my week', 'what calls do I have this week', 'Monday prep', or any weekly planning request.