Efficiently navigate codebase documentation during Research phase. Use instead of Grep/Glob for finding architectural decisions, feature specs, and technical docs.
Efficiently navigate codebase documentation during Research phase. Use instead of Grep/Glob for finding architectural decisions, feature specs, and technical docs.
Research-driven critique and enhancement of Amelia architecture or ideas docs. Use with GPT-5.2 when given a design/architecture doc to analyze concepts, find sources, an — from…
Конвертирует сырую документацию (MD/TXT файлы) из docs/documentation/ или любого пути в структурированные знания tech-research/cache/. Принимает файл или папку (рекурсивно).
Use when turning a markdown report, audit, review, or research/findings document into a polished standalone dark-themed HTML page, or when revising such a page — content tweaks,…
Tự động hóa việc cập nhật tài liệu dự án (docs/research/ và README.md) dựa trên codebase hiện tại.
Deep reasoning. Accurate data. Beautiful design. The three things every great document needs — and most AI gets wrong.
Crawl an entire documentation or design-system website into one LLM-ready Markdown corpus. Discovers every page from the site's sitemap.xml (with a same-origin link-following…
Searches and analyzes documentation to provide relevant information for development tasks. Use this agent when you need documentation context, architectural guidance, or…
Runs on-page and technical SEO for a documentation site - indexability, canonicals and hreflang across versioned and translated pages, redirects, the generator's title and…
Evidence-based health research using tiered trusted sources with GRADE-inspired evidence ratings. Integrates Apple Health data for personalized context.
Explain a legal doctrine, concept, case, statutory provision, or assigned reading in full depth for note-making and comprehension.
Recherche académique dans les bases de données de doctrine juridique française, européenne et internationale.
Export content as downloadable documents — video scripts, research briefs, show notes, and plans. Use when the user asks to export, download, save, or share a document.
Create properly formatted documents for the knowledge base. Use when creating tasks, projects, bookmarks, companies, meetings, people, or research entries.
Scan and catalog document collections with metadata extraction, categorization, and statistics. Use for auditing document libraries, preparing for knowledge base creation, or…
文档表格规范：single consolidated skill for document/table-related Codex work. Use for 文档, 表格, PRD/SOP/specs, reports, Yuque/语雀, Notion, Obsidian, Feishu/Lark docs, Word/DOCX, PDF,…
Research and document write/create APIs of a source system to enable write-back testing functionality.
Automatically documents conversations by appending to CLAUDE.local.research.md (Research) or CLAUDE.local.task.md (Task).
Enforces online documentation research before any technical implementation. Use when implementing features to ensure code follows current best practices by researching official…
Common conventions for writing Markdown documents that cite external sources (survey reports, paper explainers, and any deliverable that surfaces facts from outside).
Knowledge base from the DoD Test & Evaluation Enterprise Guidebook (OUSD R&E, August 2022). Use for DoD test and evaluation (T&E) across the Adaptive Acquisition Framework — the…
Design of Experiments planning and analysis skill for factorial and response surface experiments.
Run remote experiments and process results using doe-suite. Use for launching experiments on AWS/Euler or aggregating results across multiple suite runs.
Display Collective Dogs activity summary. Shows which Dogs (Sefirot) have been most active during the session, with personality and statistics.
Check domain name availability across multiple TLDs. Fast bulk checking for domain research and brainstorming.
MCP-powered domain research for requirements elicitation. Uses perplexity, context7, firecrawl, and other MCP servers to research domain knowledge, best practices, and industry…
Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design hierarchy, bias assessment, GRADE), prioritizing…
Use when your research involves searching MS/MS spectra against multiple curated taxonomic or domain-specific databases (microbial, plant, tissue, microbiome, or food origin) and…
Deep research and synthesis for Donna. Use when the user asks to "research a company/person/market", "competitive analysis", "summarize this link", "find opportunities", "due…
Oxford Nanopore basecalling with Dorado on University of Michigan HPC clusters (ARMIS2 and Great Lakes).
Use when asked to research, compare, evaluate, or investigate any topic. Triggers: research this, compare options, evaluate alternatives, investigate, find the best, product…
How to use the 3-Tier Math Verification Ladder to protect invoices, cap tables, tax calculations, and loan estimates from silent AI arithmetic errors.
Validates code and provides physics reasoning for the 2-D injection-production doublet model using streamline methods.
Causal inference framework for answering "does X cause Y?" beyond correlation. DoWhy (Microsoft Research) provides the identify-estimate-refute loop: define a causal graph (DAG),…
Drafts court filings — motions, memoranda of law, appellate briefs — as court-ready .docx, with Midpage research behind every citation.
Use STORM to research a topic, build a multi-perspective outline, and generate a cited long-form draft for human review.
Draft a GitHub issue targeting a third-party repository (outside this project's owner). Researches the target repo's conventions and the topic in depth, iterates with the user on…
Writes a formal objective legal research memo (Questions Presented, Brief Answers, Facts, IRAC Discussion, Conclusion) as a .docx.
Use when drafting an internal legal memorandum (research memo) analyzing a legal question for a supervising attorney, client, or internal team.
Research and draft a Specification Enhancement Proposal following the MCP SEP governance process
Load during the weekly reflection cron job. Contains the self-review framework for tracking analysis output volume, ENGINE vs REALITY accuracy statistics, strongest celebrity…
Model charge transport in perovskite solar cells using drift-diffusion equations. Apply conservation equations, flux equations, and Poisson's equation for perovskite, ETL, and HTL…
Use when you have loaded a raw GCIMS dataset and need to isolate the region of interest in drift time (typically 5–16 ms for small organic molecules) to exclude low-drift-time…
Maximizes knowledge discovery through Experimental and Formal Methods using short BIBIFI cycles. Use for Strong Inference, アノマリーからアブダクション, 競合仮説・予測表・排除表, 実験計画, 6分イテレーション, マイクロチケット,…
Build and scale dropshipping businesses with product research, supplier management, order automation, and multi-channel operations.
Product research for dropshipping businesses. Identify profitable products with reliable suppliers, healthy margins, and manageable competition.
Pharmaceutical research assistant for drug discovery workflows. Search bioactive compounds on ChEMBL, calculate drug-likeness (Lipinski Ro5, QED, TPSA, synthetic accessibility),…
Ideal-vs-current gap analysis — research 5-10 comparable projects, synthesize the ideal architecture, produce a dimension-by-dimension gap table.
Data-backed brief — research, source, double-verify, and render a visually rich single-file HTML report. Use when the user wants a sourced, fact-checked brief or report on a topic.
Use only when the user explicitly requests strict code-cell-only output for a Jupyter or undergraduate data-science task, or when an ITX2007 assignment requires that format.
Use when an algorithm-first quest should manage candidate briefs, optimization frontier, branch promotion, or fusion-aware search instead of the paper-oriented default loop.
Smart research — parallel search, tier sources, synthesize, and recommend. Use when the user wants quick multi-source research and a recommendation.
Adaptive problem solver — plan, execute, research alternatives, backtrack on failure, and re-plan. Use for hard, multi-step problems that need persistence, mechanical…
Use for explicit undergraduate data-science teaching, assignment guidance, concept clarification, method selection, or output interpretation.
Autonomous optimization — iterate on any project with a measurable metric (Karpathy autoresearch pattern). Use when optimizing toward a metric via automated experiment loops.
Use when a quest has enough evidence to draft or refine a paper, report, or research summary without inventing missing support.
Forschungsdatenzugang nach Art. 40 DSA beantragen oder gewaehren: Forscher will Plattformdaten erhalten oder Plattform muss Zugang einrichten. Normen: DSA (EU) 2022/2065 Art.
Assess and explain questions about mental health and neurocognitive conditions against DSM-5-TR diagnostic criteria, and guide evidence-based conversations for clinicians,…
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for syst — from…