USE FOR: per-question Lean 4 research — picking a research method (Mathlib grep / Web / repo grep / sub-agent), choosing depth (Shallow / Standard / Deep / Exhaustive), emitting a…
REDIRECT — the typed research protocols (M/T/L/S/D/X/E) previously hosted here have been folded into `lean-research` Part 9.
Simulated user interview practice module where the AI plays a realistic user persona and provides structured coaching feedback on interview technique, question quality, and…
Build and operate the "Learning Curriculum Composition for design and user research" capability for design and user research.
Guide the learner through a structured goal-setting exercise grounded in research on Mental Contrasting with Implementation Intentions (MCII).
(Industry standard: Loop Agent / Single Agent) Primary Use Case: Self-contained research, content generation, and exploration where no inner delegation is required.
Analyze competitive courses, industry trends, learner demand, pricing, and technology landscape for educational market positioning.
Evidence-based learning science principles for educational research and practice
Generate a dedicated Obsidian learning vault for any certification, course, or study goal. Creates structured notes with domains, concepts, lessons, scenarios, MoCs, dataview…
Use this agent when you need to search institutional learnings in knowledge-base/project/learnings/ for relevant past solutions before implementing a new feature or fixing a…
Legal research, jurisdiction-aware analysis, regulatory compliance, case evaluation, license auditing, and structured legal findings.
Audit legal aid and public defense case management systems -- client intake workflows, Federal Poverty Level eligibility screening accuracy, conflict-of-interest checking,…
Analyze legal contracts, extract clauses, and perform legal research with structured frameworks
Specialista di briefing pre-esecuzione — assembla panel di specialisti, raccoglie il contesto della causa attraverso domande adattive, costruisce piani di esecuzione strutturati e…
Legal demands two things: frontier-level reasoning and precision document generation. CellCog delivers both.
A practical guide for UK lawyers and legal researchers using Claude with the UK Legal MCP server. Explains the five core research workflows — legislation lookup, case law…
Drafts U.S. internal legal memoranda using IRAC structure to analyze issues, synthesize authority, assess risks, and recommend strategy.
Drafts objective internal legal memoranda using the CREAC method with structured header, questions presented, brief answers, statement of facts, analysis, and strategic…
Civil litigation, contract law, legal research methodology, rules of professional conduct, and legal citation format
Expert legal research agent for finding and scraping expungement data state by state. Knows authoritative sources, URL patterns, Firecrawl configuration, and 2026 legal l — from…
Legal research expertise — auto-activates when locating cases, statutes, and procedural rules for litigation tasks
Synthesizes U.S. statutes, case law, and regulatory guidance into attorney-ready litigation research summaries with counterarguments and strategic implications.
Hukuki araştırma, içtihat tarama, mevzuat takibi, Yargıtay kararları ve hukuki makale yazımı.
Surface relevant case law, statutes, and regulatory frameworks for legal questions. Use when: find case law, legal precedent, statutory reference, regulatory framework, GDPR…
Generate a legal research memo with claim-level source verification, confidence flags, and primary-authority priority.
Analyze statutes, acts, and regulations section by section — deconstruct structure, parse definitions, classify operative verbs, map exceptions and conditions, assess penalty…
Research Lenny Rachitsky's archive of 349 newsletter posts and 289 podcast interviews for comprehensive, well-cited answers.
Gestalte einen kompletten Lesson-Study-Zyklus von der Forschungs-Frage durch kollegiale Planung zur Research-Lektion.
Save compact project-local lessons, prompt improvements, source blacklists/whitelists, and recurring failure modes after a task.
UK legal research using the Lex API. Search UK legislation and legal provisions. Use when researching UK law, analysing statutory instruments, or grounding responses in…
Cohesive Linear HoTT patterns for interaction entropy with diagram generation. Implements Schreiber's cohesive modalities (♯,♭,ʃ) and Riley's linear modality (♮) for…
Comprehensive libGDX cross-platform game development knowledge base covering project generation via gdx-liftoff, the rendering pipeline, Scene2D and Ashley ECS architecture, Box2D…
Query and manage Libra/DataTester A/B experiments — experiment details, traffic allocation, app lists, experiment listing, parameter-path experiment search, report metadata,…
Web research agent for documentation, web search, and code search. Use when: querying docs, searching latest tech info, code search via grep.app.
Web research agent for documentation, web search, and code search. Use when: querying docs, searching latest tech info, code search via grep.app.
Web research agent for documentation, web search, and code search. Use when: querying docs, searching latest tech info, code search via grep.app.
Specialized agent for multi-repository analysis, searching remote codebases, retrieving official documentation, and finding implementation examples using GitHub CLI, Context7, and…
Research library documentation and API references using Context7 integration. Use when users ask about libraries, frameworks, packages, APIs, or need documentation for third-party…
Build, debug, or review Logseq plugins with the `@logseq/libs` SDK (TypeScript/JavaScript, iframe/shadow sandboxed).
Query PubMed and scientific databases for protocols, analyze biological data with Biopython, handle HIPAA-compliant data.
Guidance for managing R package lifecycle according to tidyverse principles using the lifecycle package.
Preprocessing and cleaning techniques for astronomical light curves. Use when preparing light curve data for period analysis, including outlier removal, trend removal, flattening,…
对已确认可行的 idea 制定极其详细的研究方案、实验设计与执行规划。当用户的 idea 已通过 m04 审查、需要把 idea 拆成可执行可复现的完整科研流程时使用。覆盖研究目标、技术路线、数据流程、实验/消融/敏感性/鲁棒性/显著性检验、时间安排、风险与备选，并保证全程可复现。
Automate LimeSurvey operations via RemoteControl 2 API. Use when: (1) managing surveys, questions, groups, or participants, (2) exporting responses or statistics, (3) sending…
Analyze Linear A inscriptions computationally via Gordon's Semitic hypothesis — sign frequency, co-occurrence stats, consonantal skeleton extraction, Proto-Semitic root…
Automate Linear task processing with Discord notifications and git sync. Use when setting up a kanban-to-agent workflow where Linear tasks trigger Clawdbot actions via Discord.
Research the gear and tone behind a song or artist. Produces a SongProfile.md with sourced gear breakdown, inventory-matched Applied section, and conversational follow-up — from…
Calculate linkage disequilibrium statistics (r², D'), perform LD pruning for population structure analysis, identify haplotype blocks, and visualize LD patterns using PLI — from…
Search your LinkedIn posts/shares by topic, find connections by title or company, and get LinkedIn statistics.
基于 Google 搜索的 AI 概览（AI Overview / AI Mode）抓取，针对一个关键词返回主搜索的 AI 概览要点，适合用最新网页信息做深度调研、技术问答、长尾选品分析、海外消费者偏好分析。仅支持单轮对话，如需追问须由 agent 总结上下文后发起新请求。当用户提到 Google AI、AI Overview、AI…
使用卖家精灵数据在亚马逊上查找和分析竞品，覆盖12个站点，包含销量、BSR、定价、评分和增长趋势等商品指标。当用户提到竞品查询、竞品分析、ASIN反查、竞争商品研究、查找相似商品、市场竞品发现、商品对标、竞品销量估算、分析竞争Listing、competitor analysis, ASIN reverse lookup, competitor…
西柚找词（西柚洞察）亚马逊 ASIN 与关键词分析，经 LinkFox 网关转发西柚 OpenAPI。覆盖 ASIN 流量得分、反查关键词、词排名/流量趋势、BSR、ABA 周趋势、关键词竞争度与建议竞价等 17 个接口，支持 US/UK/DE 等 13 个站点。当用户提到西柚找词、西柚洞察、Xiyou、ASIN 反查关键词、关键词分析、ABA…
Linkwarden is an open source bookmark and web archiving platform for saving, organizing, and preserving research material.
Build comprehensive randomization lists for creative entropy. Use when you need to create or expand lists of story elements (professions, locations, objects, names, etc.) for use…
Build systematic literature databases for sociology research using OpenAlex API. Guides you through search, screening, snowballing, annotation, and synthesis with structu — from…
Build systematic literature databases for sociology research using OpenAlex API. Guides you through search, screening, snowballing, annotation, and synthesis with structu — from…
Sync research references from .bib files to Zotero library + Obsidian literature notes. Extract cross-cutting concept notes when enough literature accumulates.
Academic paper reading and research development system for biomedical researchers. Finds papers via Semantic Scholar, reads with structured notes, tracks discussion insights, and…
Expert assistant for using litdb - a literature and document database for scientific research
Fast first-pass research on a topic. Spawns 2 parallel subagents, capped depth, produces a 1000-1500 word main note in the Obsidian vault with inline citations and a References…