Manage autonomous AI research agents with SQLite-based state tracking. Use when spawning long-running research sub-agents, tracking multi-step investigations, coordinating agent…
Analyze current trends in Japanese NLP for a topic. Surveys the existing awesome-japanese-nlp-resources dataset and augments it with up-to-the-minute web research to produce a…
Research-based learning tutor skill. Activated automatically when the user asks to learn, study, or understand any topic.
Use when answering niche, changing, disputed, technical, product, policy, pricing, compatibility, or current-information questions.
Research voids (cognitive gaps, unchartable territories). Daily. Outputs research notes for voids articles.
Conduct preliminary research on a topic and generate research outline. For academic research, benchmark research, technology selection, etc. — from majiayu000/claude-skill-registry
Conduct preliminary research on a topic and generate research outline. For academic research, benchmark research, technology selection, etc. — from majiayu000/claude-skill-registry
Conduct thorough research with proper citations and source verification for academic and professional content
Investigate a topic against preserved sources and write a provisional research article under `research/` in a Knowledge Base project (the `knowledge-base` starter pack).
Research the etymology of a word by tracing proto-language roots, identifying cognates across language families, documenting semantic drift with dated attestations, and flagging…
Multi-source research recipe via caveman-mcp — gather URLs/PDFs/PRs in parallel, compress each, synthesize with provenance. Pairs with knowledge-hygiene for conflict detection.
Systematic research workflow orchestrating multi-source research operations for comprehensive domain investigation.
Align research-team outputs across literature review, data analysis, manuscript drafting, and project orchestration.
Research writing conventions for academic and professional contexts. Covers the research process (question formation, literature review, methodology, evidence evaluation),…
Systematic research before planning - gather documentation, security concerns, tech stack analysis, and community insights.
Analyzes codebase, searches documentation, investigates dependencies and architecture patterns
Research Zod validation patterns, schema design, and TypeScript integration using Exa code search and Ref documentation
Wiki Researcher agent — bootstraps from agent-sheets/researcher.md directives. Loads Synapse + LLM-WIKI operating guide and executes the knowledge discovery task.
Research and analyze information from web, docs, and memory. Use when user needs data collection, fact verification, literature review, competitive analysis.
Use when comprehensive literature research is needed, especially when quantitative parameters must be sourced from primary literature with proper citations and context (s — from…
Use when comprehensive literature research is needed, especially when quantitative parameters must be sourced from primary literature with proper citations and context (s — from…
Working playbook preloaded into the researcher helper; the coach updates its Lessons after each round. Use only when acting as researcher or coaching it.
Professional technical solutions research skill for investigating technologies, analyzing best practices, evaluating feasibility, and producing comprehensive reports with…
Use when installing, configuring, running, embedding, deploying, or debugging InternScience ResearchHarness as a lightweight tool-using LLM agent runtime, including CLI runs,…
Automatically activated when user asks "what's the best way to...", "how should I...", "what are best practices for...", or requests recommendations, industry standards — from…
Automatically activated when user asks "what's the best way to...", "how should I...", "what are best practices for...", or requests recommendations, industry standards — from…
Investigates codebase before planning. Use before any non-trivial implementation task to gather context in isolation.
Codebase research procedure for the researcher agent — the investigation method (trace, pattern recognition, constraint discovery) and the compressed research-report output…
Analyzes the ads competitors are running — the ones live now, the ones they have already stopped, and which have run longest.
Map competitive intelligence and industry landscape; produce a competitor map and whitespace analysis.
Use when starting keyword research for a brand-new site with no Google Search Console history yet — pre-launch, just-launched, or first 90 days.
Guided market research workflow covering TAM/SAM/SOM market sizing, competitive landscape analysis, and customer interview preparation
Use when planning features and need current API docs, library patterns, or external knowledge; when testing hypotheses about technology choices or claims; when verifying — from…
Use when planning features and need current API docs, library patterns, or external knowledge - gathers well-sourced, current information from the internet to inform tech — from…
Use for any research, validation, or fact-check task -- before answering a load-bearing question or committing to an approach.
Performs quick research using web search and synthesis when user asks about unfamiliar topics, new technologies, or needs current information.
Performs quick research using web search and synthesis when user asks about unfamiliar topics, new technologies, or needs current information.
Analyzes industry websites for design patterns, layout, typography, and content strategies using first-principles thinking.
Research GitHub, GitLab, and Bitbucket repositories using DeepWiki MCP server. Use when exploring unfamiliar codebases, understanding project architecture, or asking ques — from…
Research GitHub, GitLab, and Bitbucket repositories using DeepWiki MCP server. Use when exploring unfamiliar codebases, understanding project architecture, or asking ques — from…
Research GitHub, GitLab, and Bitbucket repositories using DeepWiki MCP server. Use when exploring unfamiliar codebases, understanding project architecture, or asking ques — from…
High-velocity research orchestration engine. Manages persistent state, synthesis, and autonomous verification for agents. — from dvcrn/openclaw-skills-marketplace
Local research orchestration and state management. Use when starting projects, logging progress, or exporting findings.
Local-first research orchestration engine. Manages state, synthesis, and optional background services (MCP/Watchdog).
Proposal-first scientific writing pipeline. Three modes (compose/revise/hybrid) with four-layer QA pipeline.
Runs and interprets AWS Resilience Hub v2 failure mode assessments. Covers starting assessments, understanding findings (severity, categories, recommendations), triaging by…
Sets up AWS Resilience Hub v2 from scratch: creates resilience policies with SLO targets, registers systems and user journeys, onboards services with input sources, and runs a…
Designs a resilience program: how to structure and standardize resilience policies across an organization, team, or portfolio (tiered policy model with availability/RTO/RPO…
Use as the follow-up to brainstorm-beagle when a spec has an Open Questions section (or quietly carries latent gaps) that need closing before planning or implementation can begin.
Gate on identity questions to the user. Before any "who is X?" (or role / relationship question) reaches the user, exhaust the brain's lookup chain: think → search + page read →…
Fetch recent maintainer-scrap issues, validate each with web research, then either close the ones that need no action or open a single consolidated pull request that resolves the…
Turns ambiguity into an Uncertainty Register, prioritizes items, and produces observation tasks/experiments with evidence and decision rules.
Turns ambiguity into an Uncertainty Register, prioritizes items, and produces observation tasks/experiments with evidence and decision rules.
Turn research — an agentbrain search, a session's findings, a set of links — into a durable resource directory under ~/resources with a seam, a report, full source documents, and…
Use when the one-sentence "so what" is the bottleneck for a Research Policy (RP) manuscript — converting solid results into an explicit advance for innovation theory/evidence that…
Use when executing and stress-testing the empirical analysis for a Research Policy (RP) manuscript — building bibliometric/patent variables, running estimation or qualitative…
Use when research design, identification, or measurement is the bottleneck for a Research Policy (RP) manuscript — choosing and defending a method (patent/bibliometric, causal…
Use when exhibits are the bottleneck for a Research Policy (RP) manuscript — designing tables and figures (regression tables, patent/bibliometric maps, event-study plots, case…
Use when the conceptual argument is the bottleneck for a Research Policy (RP) manuscript — building an innovation-studies mechanism or framework that an interdisciplinary…
Use when scoping or sanity-checking the research question for a Research Policy (RP) manuscript — deciding whether it is a genuine innovation-studies question RP owns versus an…