Work a GitHub issue end to end in two phases — research, then implement — under quaere-evidence and quaere-execution discipline.
Canonical research and local/remote LLM usage: Ollama, DeepSeek/Perplexity style research MCPs, web/youtube summary, and research swarms.
Distill complex topics into layered, actionable summaries. Start with the key insight, layer in detail, end with recommended next action.
Fetch and summarize authoritative external sources into actionable guidance using MCP helpers. EXCLUSIVE to researcher agent.
Chain web research, atomic extraction, and durable knowledge capture into a repeatable workflow when the same research-to-notes sequence is needed.
Research Apple developer documentation using the local cupertino MCP server. Starts the server, runs queries, then kills the server when done.
Inventory and correlate exact-build Apple kernel, kernel collection, KDK, panic, boot-chain, device-tree, IPSW, restore-image, LocalPolicy, SSV, AuxKC, personalization, and…
Scrape AI research URLs, archive with frontmatter, create GitHub Issues with identity verification. TRIGGERS - scrape research, archive findings, save ChatGPT share, save Gemini…
Preserve LLM research runs across Slack, AutomationMemory, Zotero, and R2. Use for `/learn` runs that collect papers and `/save` requests that ask to store research artifacts.
Organize, format, and index research as OKF-conformant knowledge bundles — dated, sourced, append-only snapshots of the external evidence behind a decision (technology…
Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.
Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.
Conduct structured research with sourced summaries, confidence ratings, and hierarchical findings.
Conducts general research, summarizes information, compares options, provides insights
End-to-end competitive analysis automation that combines product research, video analysis, and storyboard extraction — from oyi77/1ai-skills
Systematic investigation and root cause analysis. Use when debugging persistent issues, understanding complex systems, or before making architectural decisions.
Dispatches SOTA research before proposing any new feature, architecture, or technology choice. Use when facing design decisions, not when implementing existing specs.
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable. — from majiayu000/claude-skill-registry
Comprehensive research, analysis, and content extraction system. Multi-source parallel research using available researcher agents. Deep content analysis with extended thinking.
Web-search + legitimacy-screen NEW job boards for the candidate's domain/role families -> propose adding through `careerrat searches`, confirm-first.
Deep codebase exploration with multi-angle analysis for Codex agents. Output: .agents/research/*.md. Triggers: "research", "investigate", "explore codebase", "how does X work".
Research recent browser automation detection and bot classification changes for AB Sniffer. Use when investigating papers, browser documentation, official engineering articles, or…
Render idea, question, and hypothesis maps from KB graph neighbors and brainstorming notes.
Promote selected brainstorm material into structured research questions, acquisition targets, REF candidates, gap reports, or synthesis plans.
Retrieve adjacent wiki/research context and produce exploratory synthesis for a brainstorm topic.
Transform research ideas into actionable experiments with hypotheses, iteration rewards, and completion criteria.
Produces a structured research brief for a reporter starting a new story assignment — covering the key questions to answer, the types of sources to seek, documents to obtain, and…
Curate public-source links, saved notes, newsletters, documentation updates, release notes, market signals, and research snippets into safe daily or weekly briefs with source…
Use when an account research brief needs final source, confidence, CRM-safe, and external-use review before a seller or executive sponsor uses it.
Build a focused literature and citation briefing from PapersFlow. Use when the user wants paper search, citation verification, related-paper discovery, or citation graph…
Caches research findings to avoid redundant web searches. Stores best practices by topic with sources and dates. Use before researching to check existing knowledge.
Caches research findings to avoid redundant web searches. Stores best practices by topic with sources and dates. Use before researching to check existing knowledge.
Cancel a research plan. Updates status to CANCELLED and moves to archive/. Use when research is no longer needed or has been superseded.
The durable research-evidence-trail discipline. At a deep-research-bearing research-first gate, persist the FULL claim-level trail (verified ∧ REFUTED) as -.md at…
Multi-source research orchestration. Chains deepwiki, submodules, WebSearch, and codebase search. Defines when to escalate and how to synthesize findings.
Whenever you do real external research (WebFetch, WebSearch, or Explore-agent fetches of URLs outside the repo), catalog it in docs/research/ before sending the synthesis back to…
Orchestrate parallel scientist agents for comprehensive research with AUTO mode
Use when verifying claims before decisions, fact-checking statements against sources, conducting due diligence on vendor/competitor assertions, evaluating conflicting evidence,…
Research a topic into a claim ledger with source roles, independence, dates, conflicts, and calibrated confidence.
Use when the user asks to research, investigate, compare approaches, or explore a topic in depth. Supports configurable depth and multi-source synthesis.
Tiefe technische Recherche zu Libraries, Open-Source-Repos, Patterns und Integrationsoptionen die Implementierungsaufwand sparen. Fokus auf kostenlose, battle-tested Loesungen.
#1 on DeepResearch Bench (Feb 2026). Deep research agent powered by CellCog. Market research, competitive analysis, stock analysis, investment research, academic research with…
Web-search market comp for a role+location → cited workspace/research/comp-bench-*.md that feeds evaluate-job COMP CHECK/ANCHOR and a confirm-first gate write-back.
B2B company research producing professional PDF reports. Use when asked to research a company, analyze a business, create an account profile, or generate market intelligence from…
Deep-research a topic end to end and produce a permanent, reusable knowledge asset: archive every primary source verbatim (gated by the user's privacy/retention posture), write…
Automatically check and update folder-specific AGENTS.md during research. Before investigating a domain, read nearest AGENTS.md for existing context.
research/ 문서를 조회하여 패턴, 규칙, best practice 질문에 답변하고, 코드 조각의 패턴 부합 여부를 빠르게 확인한다. '어떻게 해야 해?', 'best practice가 뭐야?', '이 패턴 맞아?', '어떤 접근이 좋을까?', 'research에서 뭐라고 해?' 등 패턴 질문이나 의사결정 도움…
Research Coordinator v12.0 - Human-Centered Edition (Systematic Review Automation) Context-persistent platform with 24 specialized agents across 9 categories (A-G, I, X).
USE FOR: orchestrating a 5-member Lean 4 research council (Α / Β / Γ / Δ / Ε) — RESEARCH loop (dual to RALPH), Rumsfeld epistemic mapping (known/unknown × known/unknown),…
Systematic research methodology for formulating problems, building evidence-based arguments, and communicating findings in academic contexts.
Create a research plan with parallel investigation tasks. Use when exploring a topic, analyzing external code, or gathering information to inform an implementation plan.
Critical analysis of research papers evaluating methodology, claims-evidence alignment, and contribution significance.
複数の `.research//` プロジェクトの primary metric を集約し、統計検定込みで cross-project 比較レポートを生成する skill。paired bootstrap (B=10000) や Welch's t、 Cohen's d / Cliff's delta、ranking…
Build and maintain living research collections on topics relevant to the skill library. Use when building a curated knowledge base on a subject, gathering authoritative sources…
Gather external context on a topic. Use when you need industry trends, best practices, evidence base, and recent developments before analysis.
Use when building, serving, repairing, or validating the read-only .research/interface projection.
Audit research data management infrastructure -- score FAIR principles compliance (Findable, Accessible, Interoperable, Reusable) across all sub-principles, evaluate data…
Turn messy user research notes, interviews, support tickets, surveys, and product context into an evidence-backed decision room: a single HTML artifact with an evidence ledger,…
Read research outline, launch independent agent for each item for deep research. Disable task output. — from Weizhena/Deep-Research-skills
Read research outline, launch independent agent for each item for deep research. Disable task output. — from majiayu000/claude-skill-registry