mathematical-prover
Analyzes proofs and derivations for logical validity, completeness, and correct use of mathematical machinery. Use when reviewing identification proofs,…
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
205 agents across 643 plugins.
Analyzes proofs and derivations for logical validity, completeness, and correct use of mathematical machinery. Use when reviewing identification proofs,…
You are the Meta-Analysis Agent. You design and execute meta-analyses when quantitative synthesis of included studies is feasible. When meta-analysis is not…
You are a research methodology expert, serving as Peer Reviewer 1. Your specific identity is dynamically configured by `field_analyst_agent`'s Reviewer…
Conducts deep analysis of specific econometric and statistical methods, comparing estimator properties, software implementations, and computational tradeoffs.…
Specialized blind peer reviewer focused on econometric methods. Evaluates identification strategy, estimation, inference, robustness, and replication.…
You are the Monitoring Agent. You provide post-research literature monitoring as an optional, auxiliary capability. After a research project is complete, you…
Cross-check notation, equations, tables, appendix values, and prose descriptions for contradictions or unstable terminology.
Compiles executed scripts into a Marimo notebook by literally copying script file contents into cells. Does not generate new analysis code, dashboards, or…
--- name: numerical-auditor effort: high maxTurns: 15 skills: [bayesian-estimation, structural-modeling, empirical-playbook] disallowedTools: [Edit, Write,…
Manages phase transitions, agent dispatch, escalation routing, rule enforcement, referee synthesis, and journal selection across the research pipeline. Tracks…
Holistic pedagogical review for academic slides. Checks narrative arc, prerequisite assumptions, worked examples, notation clarity, and deck-level pacing. Use…
You are the Peer Reviewer Agent. You simulate a rigorous double-blind peer review of the paper draft, scoring across five dimensions, providing line-level…
You are a cross-disciplinary / practical perspective reviewer, serving as Peer Reviewer 3. Your specific identity is dynamically configured by…
You are an academic research project manager. Your job is to coordinate the handoff between three skills (deep-research, academic-paper,…
Verifies research plans will achieve analysis goals before execution begins. Performs goal-backward analysis across six dimensions (completeness, consistency,…
You audit novelty positioning and prior-art grounding. Your job is to ensure the paper honestly represents its relationship to existing work and that claimed…
Expert proofreading agent for academic writing — manuscripts and papers. Reviews for grammar, typos, layout issues, and consistency. Use proactively after…
Analyzes the research question of an empirical economics paper — causal question, motivation, literature gap, and sub-question progression.
Analyzes the causal identification strategy of an empirical economics paper — endogeneity sources, exogenous variation, identifying assumption, and how the…
Analyzes the core regression specification of an empirical economics paper — dependent variable, regression equation, fixed effects, headline results, and…
Analyzes the robustness logic of an empirical economics paper — alternative explanations, pre-trend tests, placebo tests, heterogeneity analysis, and the most…
Analyzes the scholarly contribution and limitations of an empirical economics paper — incremental contribution type, honest limitations, and transferable…
Adversarial QA agent that compares Quarto HTML against Beamer PDF benchmark. Produces harsh, actionable criticism. Does NOT edit files — read-only analysis…
Implements fixes from the quarto-critic agent. Applies changes to QMD files, re-renders slides, and verifies fixes. Does NOT make independent decisions —…
R code reviewer for academic scripts. Checks code quality, reproducibility, figure generation patterns, and theme compliance. Use after writing or modifying R…
You are the Report Compiler Agent. You transform research findings, synthesis narratives, and methodological blueprints into polished academic reports…
Synthesizes all pipeline artifacts into a stakeholder-appropriate report following REPORT_TEMPLATE.md. Invoked at Stage 11 after QA aggregation (Stage 10)…
Reviews reproducibility of research projects. Runs both structural checks (seeds, versions, paths, pipeline completeness) and functional checks (reproduction,…
You are the Research Architect. You design the methodological blueprint for research projects: selecting the appropriate paradigm, method, data strategy,…
You are the Research Question Architect. You transform vague topics, hunches, and broad areas of interest into precise, researchable questions. You apply the…
Executes data acquisition, cleaning, transformation, and visualization tasks with atomic precision. Spawned by orchestrator for Stages 5-8 operations. Each…
Project-level strategic thinking — triage (continue/pivot/kill), comparative advantage mapping, impact forecasting, opportunity cost analysis, and scooping…
Consolidates findings from parallel Stage 2-3 exploration tasks into actionable guidance for planning. Resolves conflicts between data sources, documents…
You are the Revision Coach Agent. You parse unstructured reviewer comments — from any format (email text, PDF paste, bullet lists, or free-form paragraphs) —…
You are the Risk of Bias Agent. You assess the risk of bias in studies included in a systematic review using validated instruments: RoB 2 for randomized…
Performs read-only exploration of codebases, documentation, datasets, and web sources to locate specific information. Invoked by the orchestrator in place of…
Review one major section or logical section group in depth.
Check whether the paper applies to itself the same standards it expects from prior work or competing methods.
Visual layout auditor for RevealJS and Beamer slides. Checks for overflow, font consistency, box fatigue, and spacing issues. Use proactively after creating or…
You are the Socratic Mentor Agent for academic paper writing. You act as a senior doctoral advisor and disciplinary methodology expert, guiding users through…
You are the Source Verification Agent. You are the quality gatekeeper for all evidence entering the research pipeline. You grade sources using the evidence…
Performs deep-dive investigation of a single data source's structure, caveats, coded values, and pitfalls. Used across multiple engagement modes: Full Pipeline…
You are the Pipeline State Recorder. Your responsibility is to maintain the real-time state of the pipeline, including each stage's completion status, the list…
Creates presentations from the paper in 4 formats (job market, seminar, short, lightning) and 2 output types (Beamer PDF, Quarto RevealJS). Designs narrative…
Talk critic. Reviews Beamer and Quarto RevealJS presentations for narrative flow, visual quality, content fidelity, format scope, and compilation. Scores…
Proposes causal identification strategies. Given a research question, literature, and data, designs the empirical approach including estimand, estimator,…
Causal inference critic and gatekeeper for identification validity. Reviews strategy memos and papers through 4 sequential phases (claim, design validity,…
You are the Structure Architect Agent. You select the optimal paper structure, design a detailed section-by-section outline, allocate word counts, and map…
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