Research and recommend an MVP deployment platform by combining tech-stack context, a short developer interview, and parallel web research scored against five agent-friendly…
TAM/SAM/SOM 시장분석, 경쟁자 비교, 타겟 페르소나, SWOT를 포함한 research.md를 작성합니다. 사용자가 '리서치', '시장조사', '경쟁분석'을 언급할 때 사용하세요.
나만의 Claude 에이전트를 4단계 인터뷰(Plan → Research → Do → Check)로 만들어줍니다. 비개발자도 코딩 없이 맞춤형 CLAUDE.md를 자동 생성할 수 있습니다.
Manage the beads backlog for this project. Use when the user wants to review or triage open issues, reprioritize the backlog, identify obsolete issues to close, investigate a…
Systematic debugging - hypothesis and symptom tracked in a state file that survives /clear, with a user-gated second-model consult at dead ends
Spike - a time-boxed experiment resolving one unknown before you bet on it, risk-first, with a validated | invalidated | inconclusive verdict
현재 세션의 조사/분석/연구/평가 결과를 Obsidian vault ($VAULT_ROOT/001-INBOX/)에 한국어 마크다운 문서로 저장. frontmatter 자동 생성, vis hybrid search로 Related Notes 자동 추가. 외부 URL/YouTube 요약은 범위 밖.
CC CLI version upgrade impact analysis — research changes, analyze bkit impact, generate report. Triggers: cc-version-analysis, CC upgrade, version analysis, CC 버전 분석, 버전 영향.
Sweep configured feedback sources (Slack, GitHub Issues; email experimental) for new items: acknowledge at source, analyze recordings, verify fixes merged to main, and emit an…
Multi-agent planning workflow using Agent Teams. Combines brainstorm, research, validation, synthesis, shatter assessment, forge enrichment, and review into a single orchestrated…
Research how to implement an objective before planning. Use when the user wants to investigate, research, or explore options before planning an objective.
Searches and retrieves documents from free public sources using automated browser navigation. Use when research needs primary source documents like court filings, government…
Assemble per-release evidence packages from artifacts already produced elsewhere in the project (traceability matrix, CI logs, PR review records, signed-commit lists, external…
Research how to implement a phase (standalone - usually use /gsd-plan-phase instead)
Advise on quantitative and qualitative research methodology — design, sampling, validity, reliability, measurement, ethics, analysis plan, and — mandatory in every methodology…
Create conceptual paper visuals, system diagrams, pipeline illustrations, cover-style research art, and non-numeric figure concepts.
Creates structured multi-file implementation plans before build. Scope-aware: trivial tasks exit early, simple tasks get fast plans, complex tasks get full research + phase files…
Create a self-contained feature implementation plan with codebase pattern extraction and optional external research.
Generate a lightweight feature spec for the PRP workflow — single-pass with optional codebase/market grounding via prp-researcher.
Research how to implement a phase (standalone - usually use /qsd-plan-phase instead)
Orchestrates hypothesis-driven reasoning through the ADI cycle (Abduction-Deduction-Induction): generates competing hypotheses, verifies them logically, gathers empirical…
Design a direct, conceptual, or generalization replication of a published study. Walks through identifying the target effect, extracting the original design with enough fidelity…
Senior Blockchain Architect research agent using Zai MCP for comprehensive analysis of EVM chains, perpetual DEX architectures, CEX integrations, and DeFi-TradFi bridges.
Generate, sharpen, and pressure-test research ideas — research questions, hypotheses, study angles, novel contributions, and contrarian framings.
Research how to implement a phase (standalone - usually use /gsd:plan-phase instead)
Conducts investigative-grade research with primary source analysis, cross-verification, and trial-level depth.
Generates or refreshes research artifacts and RLM evidence for a ticket. Use when research stage should produce or update canonical RLM outputs.
Researches personal backgrounds, interviews, motivations, and humanizing details. Use when research needs biographical context about people involved in the album's subject.
Researches SEC filings, earnings calls, analyst reports, and market data. Use when the album subject involves financial crimes, corporate stories, or market events.
Researches DOJ/FBI/SEC press releases, agency statements, and government sources. Use when research needs official government records or agency documentation.
Researches archives, contemporary accounts, and timeline reconstruction. Use when the album subject involves historical events that need primary source verification.
Researches investigative articles, interviews, and news coverage. Use when research needs journalistic sources for cross-referencing or additional context.
Researches court documents, indictments, plea agreements, and sentencing records. Use when the album subject involves legal proceedings or criminal cases.
Researches the subject's own words from tweets, blogs, forums, and chat logs. Use when research needs direct quotes or first-person accounts.
Researches project histories, changelogs, developer interviews, and open source documentation. Use when the album subject involves technology projects or developer stories.
Performs quality control, citation validation, and fact-checking before human review. Use after research is complete to verify all sources and claims before production.
Analyze team code review activity and performance metrics from GitHub PRs. Use when: (1) User asks about team review statistics or performance, (2) User wants to see who reviewed…
Create shared context documentation for a feature by deploying 4 researchers (architecture, patterns, integration, docs) that write research artifacts, then synthesizing verified…
Development com arquitetura modular, lazy loading de fases, suporte a PRD, Research, Greenfield, Brownfield e modo adaptativo.
Check package name availability across registries (npm, PyPI, crates.io, RubyGems, NuGet, Hex, pub.dev, Homebrew, Docker Hub, CocoaPods, and 19 more).
Orchestrate multi-agent development sprints with wave-based parallelism. Use when the user wants to plan a swarm sprint, partition work into file-disjoint waves, map file…
Use when you need to research, analyze, compare, plan, or structure thinking and aren't sure which primitive to reach for.
Turn a paper (or several, a thesis, a body of work) into an academic talk — outline, per-slide content, speaker notes, opening hook, single take-home message, backup slides for…
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements in {{engine_name}} projects.
Dispatch an explicit, user-dictated set of edits that spans TWO OR MORE zones of the GDD — the master spec, systems, content types, and flows — in one ordered pass.
Research and ideation partner for GAME DESIGN — think through design ideas before writing them into the GDD; produces a brief, never edits the GDD itself.
Qualitative quality review of game design documents — answers "is this design good, and does it follow best practices?" — across all three GDD axes: systems, flows, and content…
Navigator and help guide for the UniKit framework — use when the user is unsure what to do next, where to start, or which unikit skill fits their situation.
This skill should be used when the user asks to 'research package', 'package intel', 'what does [npm-pkg] do', 'add package to knowledge graph', 'enrich [pkg]', when adding…
This skill should be used when the user asks to 'research person', 'person intel', 'people intel', 'who is [person]', 'who created [project]', 'who maintains [package]', 'add…
This skill should be used when the user asks to 'triage unsorted bookmarks', 'clean up raindrop inbox', 'sort unsorted', 'organize bookmarks', 'raindrop triage', 'process bookmark…
This skill should be used when the user asks to "research a topic", "run-research", "last30", "what's happening with X", "what are people saying about X", "find the best X", "X…
This skill should be used when the user asks to 'research a homebrew formula', 'brew intel', 'what does [brew-tool] do', 'research a cask', 'cask intel', 'what does [cask] do',…
Refine and enhance an existing feature plan for the current {{engine_name}} project. Re-analyzes TASKS.md and PLAN-BRIEF.md, checks for gaps, missing tasks, wrong dependencies,…
Apply crisis decision-making research to agent routing, uncertainty triage, and coordination failure analysis in time-pressured systems.
Prepare manuscripts following APA, ASA, or discipline-specific guidelines with proper reporting standards and peer review navigation
Use the AgentD workflow to mine evidence, design molecules, and rank candidates with SAR plus ADMET annotations for early drug discovery tasks.
Comprehensive analysis of Uniswap Firepit burn economics: historical burn P&L, accumulation trends, fee source breakdown, competitive dynamics, and profitability projections.
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md.
GLAW Appellate Practice seat — owns the appeal that the trial seats (/glaw-federal-trial-counsel, /glaw-fl-quantum-meruit, /glaw-motion-drafting) hand off.