A/B testing (also known as split testing) is a controlled experiment where two variants (A and B) are compared to determine which performs better for a specific metric. Effective A/B testing uses prop
Idioma del texto original: inglés
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A/B testing (also known as split testing) is a controlled experiment where two variants (A and B) are compared to determine which performs better for a specific metric. Effective A/B testing uses prop
Idioma del texto original: inglés
Design and analyze A/B tests and controlled experiments for data-driven decisions. Use for: experiment design, hypothesis formulation, sample size calculation, statistical significance testing, multivariate testing, test implementation, results analysis,…
Idioma del texto original: inglés
A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to understand the provenance of ideas.
Idioma del texto original: inglés
A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to understand the provenance of ideas.
Idioma del texto original: inglés
Use when the user needs to choose, prioritize, or make a go/no-go decision among options.
Idioma del texto original: inglés
Use when the user asks why something happened, what’s wrong, root cause analysis, debugging, or incident explanation.
Idioma del texto original: inglés
Integrate adaptive temporal analysis for drift detection.
Idioma del texto original: inglés
Add new metrics to HTTPArchive reports config. USE FOR adding performance metrics, adoption/percentage metrics, or custom metric analysis from crawl data. Chooses timeseries vs histogram based on data type.
Idioma del texto original: inglés
Analyze sibling repos to find best match for a work item
Idioma del texto original: inglés
Run a comprehensive AEO audit for brand visibility across ChatGPT, Gemini, and Google. Use when user mentions "audit", "LLM visibility", "ChatGPT mentions", "check visibility".
Idioma del texto original: inglés
Expert data researcher specializing in discovering, collecting, and analyzing diverse data sources. Masters data mining, statistical analysis, and pattern recognition with focus on extracting meaningful insights from complex datasets to support evidence-based…
Idioma del texto original: inglés
Expert error detective specializing in complex error pattern analysis, correlation, and root cause discovery. Masters distributed system debugging, error tracking, and anomaly detection with focus on finding hidden connections and preventing error cascades.
Idioma del texto original: inglés
Expert market researcher specializing in market analysis, consumer insights, and competitive intelligence. Masters market sizing, segmentation, and trend analysis with focus on identifying opportunities and informing strategic business decisions.
Idioma del texto original: inglés
Analyze the codebase to create a concise, LLM-optimized structured overview in .agent/map.md.
Idioma del texto original: inglés
Dogfooding discovery agent — establish human-approved project baseline from public docs without code inspection
Idioma del texto original: inglés
Analyze git repository for insights: contributor stats, commit patterns, branch health, and change analysis. Outputs actionable reports.
Idioma del texto original: inglés
Generate narrative summaries from git history for onboarding, retrospectives, changelogs, and exploration. LLM-enhanced when available, works without LLM too.
Idioma del texto original: inglés
Analyze incoming content (text, files, folders, URLs) to extract purpose, create summaries, and identify potential value for the current project.
Idioma del texto original: inglés
Identify and map different sections of a software project (API, frontend, database, CLI, domain). Use for context scoping and architecture documentation.
Idioma del texto original: inglés
Ruthlessly audit project features for justification. Challenge every feature to prove its value with evidence or face removal. Uses MCP tools for research.
Idioma del texto original: inglés
Generate markdown reports from issues. Filter by type, priority, epic, date range. Supports summary, detailed, progress, completion, velocity, and backlog analysis views.
Idioma del texto original: inglés
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation. Masters research methodologies, data analysis, and report creation with focus on delivering actionable intelligence that drives informed…
Idioma del texto original: inglés
Generate semantic + keyword match score. Compares resume content against job description to calculate a fit score and identify gaps.
Idioma del texto original: inglés
Expert trend analyst specializing in identifying emerging patterns, forecasting future developments, and strategic foresight. Masters trend detection, impact analysis, and scenario planning with focus on helping organizations anticipate and adapt to change.
Idioma del texto original: inglés
Analyze evaluation results for quality improvements — identify LLM-judge evaluators replaceable with deterministic assertions, flag weak/vague assertions, and surface cost/quality opportunities. Use after running evals to improve your evaluation config.
Idioma del texto original: inglés
Analyze AgentV evaluation traces and result JSONL files using `agentv trace` and `agentv compare` CLI commands. Use when asked to inspect AgentV eval results, find regressions between AgentV evaluation runs, identify failure patterns in AgentV trace data,…
Idioma del texto original: inglés
Capture research observations into AGET KB without committing specs. Use when discovering vocabulary candidates, RQ proposals, web findings, patterns, or observations mid-session that should be preserved before continuing.
Idioma del texto original: inglés
Research a topic across the knowledge base before implementation. Searches L-docs, patterns, PROJECT_PLANs, SOPs, and governance for relevant context.
Idioma del texto original: inglés
Advanced search using Agnxi AI for specialized knowledge retrieval.
Idioma del texto original: inglés
Daily AI news digest covering technical advances, business news, and engineering impact. Aggregates from research papers, tech blogs, HN, newsletters. Use daily for staying current on AI developments.
Idioma del texto original: inglés
Use when explaining code, concepts, patterns, or architecture: engineer-grade technical explanations with 3-tier depth control, ASCII diagrams, and execution traces.
Idioma del texto original: inglés
Use when evaluating AI tools and agentic workflows against workflow gaps, when conducting quarterly landscape scans, or when assessing integration feasibility of new tools for startup workflows.
Idioma del texto original: inglés
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
Idioma del texto original: inglés
Owns shared observability/runtime reporting for diagnostics, inventory, identifiers, logs, and DAG export. Use when deterministic diagnostics or inventory exports are required.
Idioma del texto original: inglés
Research current best practices for any technology, pattern, or coding standard. Use when asking about best practices, conventions, coding standards, recommended approaches, or how should I questions. Searches local knowledge first, then web for 2024-2026…
Idioma del texto original: inglés
Scan code-patterns collection for stale memories by comparing against GitHub code blob data
Idioma del texto original: inglés
Explain files in the project: functionality, usage examples, and code evolution history traced through aitasks.
Idioma del texto original: inglés
Calculate and display statistics of AI task completions (daily, global, per-label).
Idioma del texto original: inglés
Calculate and display statistics of AI task completions (daily, global, per-label).
Idioma del texto original: inglés
Calculate and display statistics of AI task completions (daily, global, per-label).
Idioma del texto original: inglés