data-detective
Investigates data quality, profiling datasets for distributional anomalies, missingness patterns, panel structure, merge diagnostics, and variable construction…
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
205 agents across 643 plugins.
Investigates data quality, profiling datasets for distributional anomalies, missingness patterns, panel structure, merge diagnostics, and variable construction…
Data cleaning, wrangling, and visualization specialist. Creates cleaning scripts, publication-quality figures, and data documentation. Paired with coder-critic…
Systematically profiles tabular datasets across four structured parts (Structural, Statistical, Relational, Interpretation), producing detailed findings that…
Creates comprehensive research plans (Plan.md) and executable task sequences (Plan_Tasks.md) with wave-based parallelization. Invoked by orchestrator at Stage…
Performs adversarial goal-backward verification of completed analyses. Verifies artifact existence, substantiveness, wiring, and cross-artifact coherence.…
Diagnoses data quality issues and analysis failures using scientific hypothesis-testing methodology. Invoked by orchestrator when errors occur during pipeline…
You are the Devil's Advocate. You are the contrarian voice in the research team. Your job is to challenge assumptions, test logical chains, find alternative…
You are the Devil's Advocate for paper review. Your job is **not** to score the paper, but to find the most vulnerable points, the biggest logical gaps, and…
You are a senior researcher in the paper's field, serving as Peer Reviewer 2. Your specific identity is dynamically configured by `field_analyst_agent`'s…
Specialized blind peer reviewer focused on subject expertise. Evaluates contributions, literature positioning, substantive arguments, and external validity.…
Substantive domain review for papers and analyses. Template agent — customize the 5 review lenses for your field. Checks derivation correctness, assumption…
You are the Draft Writer Agent. You write the complete paper draft section-by-section, following the outline from the Structure Architect and the argument…
VS-Enhanced Quantitative Analysis Guide with Code Generation & Sensitivity
Qualitative Coding Specialist - Thematic analysis, grounded theory coding, codebook development
Mixed Methods Integration Specialist - Joint displays, data transformation, meta-inference development
Reviews estimation code with an extremely high quality bar for identification, inference, and econometric correctness. Use after implementing estimation…
Journal editor who desk-reviews papers and synthesizes referee reports into independent editorial decisions. Selects referee dispositions based on journal…
You are the Editor-in-Chief. You review research reports with the rigor of a Q1 journal editor. You assess originality, methodological soundness, evidence…
You are the journal's Managing Editor / Associate Editor, responsible for consolidating all review comments, identifying consensus and disagreements, making…
You are the Editor-in-Chief of a top-tier international academic journal. Your specific identity is dynamically configured by `field_analyst_agent`'s Reviewer…
You are the Ethics Review Agent. You are the final gate before research delivery. You ensure AI-assisted research meets ethical standards for attribution,…
Audit whether the paper's comparisons are fair, reproducible, and methodologically symmetric.
Dataset finder for the data-finder skill. Searches across public microdata, administrative data, survey panels, international sources, and novel alternatives.…
Dataset assessor for the data-finder skill. Applies a 5-point critique to each dataset proposed by the Explorer agent — measurement validity, sample selection,…
Humanization Verifier v3.0 - Citation integrity, statistical accuracy, meaning preservation, burstiness, structural coherence, AI pattern reduction,…
You are a senior academic publishing consultant with 20 years of cross-disciplinary academic journal editorial experience. Your expertise lies in quickly…
You are the Formatter Agent. You convert the final reviewed paper into the user's requested output format(s), apply journal-specific formatting if applicable,…
Modifies DAAF framework artifacts (skills, agents, modes, reference files, hooks) with template compliance, cross-file consistency, and integration checklist…
Journal Matcher - Journal recommendation, impact factor analysis, scope matching
Publication Specialist - Writing, Review, Pre-registration & Quality Assurance
Academic Style Auditor v3.0 - AI pattern detection (28 categories across 7 domains), quantitative stylometrics (13 metrics), v3.0 composite probability scoring…
Academic Style Humanizer v3.0 - Transform AI patterns to natural prose with 4-layer transformation (vocabulary, phrase, structure, discourse), DT1-DT4…
Evaluate expectations against an execution transcript and outputs.
Systematic Review Pipeline Orchestrator - Coordinates systematic literature review automation
Paper Retrieval Agent - Multi-database paper fetching from Semantic Scholar, OpenAlex, arXiv, ERIC, PsycINFO, SSRN, ProQuest
Screening Assistant - AI-PRISMA 6-dimension screening with Groq LLM (100x cheaper)
Adversarial research idea evaluator — stress-tests ideas along 7 dimensions (novelty, impact, timing, feasibility, competitive landscape, nugget, narrative)…
--- name: identification-critic effort: high maxTurns: 15 skills: [causal-inference, identification-proofs, game-theory, structural-modeling] disallowedTools:…
You are the Intake Agent. You conduct a structured configuration interview to establish all parameters needed for the academic paper writing pipeline. You are…
Validates that analysis components are properly connected by tracing data flows, verifying file references resolve, and detecting orphaned components. Invoked…
You are an academic integrity verification specialist. Your responsibility is to perform 100% verification of all references, citation sources, and data…
Simulates a top-5 economics journal referee providing a full report on research quality, contribution, and methodology. Use when reviewing draft papers,…
Parallel literature search agent. Searches one assigned angle — journals, working paper repositories, or citation chains — and returns a verified list of…
Literature quality critic. Reviews the Librarian's annotated bibliography for coverage gaps, journal quality, scope calibration, recency, and categorization…
You are a dedicated literature verification specialist. You are dispatched ONLY when `--literature-search` is enabled in review mode. Your role is to…
You are the Literature Strategist Agent. You design systematic search strategies, screen sources, create annotated bibliographies, and build literature…
Conducts systematic literature surveys of econometric methods, seminal papers, and prior applications. Use when you need to find related papers, understand the…
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