data analysis agents

90 tagged data analysis, measured the same way as everything else here.

Browse within: data-science 44Optimization 35claude-ai 35data 35ai-for-science 10instruments 10llm-agents 10magnetism 10ai-assistant 8document-processing 8academic 6ai-research 6data-visualization 6deep-learning 6

qa-testing-feature

01

streamlit/streamlit

Agent Claude Code

Performs QA testing on the feature implemented in the current branch. Reads specs, docs, and API docstrings, creates a QA test plan, executes tests using Playwright against a debug server, and generates a report with found issues. Use after implementing a feature to validate it meets requirements before finalizing a…

46k +15 today A 67 tokens original Apache-2.0

streamlit/streamlit

Agent Claude Code

Review the current branch's changes for code quality, test coverage, security, best practices, and product/API alignment. Use when asked to perform a code review.

46k +15 today A 38 tokens original Apache-2.0

streamlit/streamlit

Agent Claude Code

Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality. Focuses on changes in the current branch.

46k +15 today A 33 tokens original Apache-2.0

plan

04

OpenSenseNova/SenseNova-Skills

Agent

A planning agent for research projects that turns a question and its confirmed scope into a structured execution plan.

5.2k 7d ago A 22 tokens original MIT

research

05

OpenSenseNova/SenseNova-Skills

Agent

A research agent that gathers evidence through multiple rounds of searching and saves the results in a structured evidence.json file.

5.2k 7d ago A 15 tokens original MIT

review

06

OpenSenseNova/SenseNova-Skills

Agent

A review agent for checking research reports and finished content against their required structure, evidence, and source boundaries. It handles both individual evidence reports and assembled final documents.

5.2k 7d ago A 23 tokens original MIT

analyzer

07

AgentTeam-TaichuAI/ScienceClaw

Agent

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

659 3mo ago A 0 tokens

analyzer

10

zjunlp/DataMind

Agent Claude Code

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

135 2d ago A 0 tokens

comparator

11

zjunlp/DataMind

Agent Claude Code

Compare two outputs WITHOUT knowing which skill produced them.

135 2d ago A 0 tokens

grader

12

zjunlp/DataMind

Agent Claude Code

Evaluate expectations against an execution transcript and outputs.

135 2d ago A 0 tokens

Rtur2003/Claude-Code-Promts-Skills

Agent

You are an API Design & GraphQL Specialist who architects robust, scalable, and developer-friendly APIs. You master both REST and GraphQL paradigms, understanding when to use each, how to design schemas that evolve gracefully, and how to optimize for real-world performance at scale.

49 1mo ago A 0 tokens original MIT

Rtur2003/Claude-Code-Promts-Skills

Agent

You are an architecture and design patterns specialist. Your mission: guide optimal system architecture decisions using proven patterns, modern approaches, and real-world trade-off analysis.

49 1mo ago A 0 tokens original MIT

Rtur2003/Claude-Code-Promts-Skills

Agent

You are a testing specialist agent. Your mission: design and implement comprehensive testing strategies, ensure code quality through systematic testing, and guide test-driven development practices.

49 1mo ago A 0 tokens original MIT

runtime

16

with-geun/alive-analysis

Agent

The Sub-agent Dispatch System runs within the ALIVE loop to provide just-in-time specialist assistance. All agent output is written into the analysis markdown files for full Git traceability.

41 3mo ago A 0 tokens original MIT

stats-validator

18

Marazii/research-co-pilot

Agent

Independent second-look on a colleague's quantitative analysis — script + data + report. Rebuilds the analysis in fresh context (no contamination from the original narrative) and reports whether the conclusions hold under: re-execution, alternative specifications, sensitivity to outliers and missing-data handling…

13 2mo ago A 93 tokens original MIT

transcript-coder

19

Marazii/research-co-pilot

Agent

Process qualitative transcripts and text data at scale — clean and standardize transcripts, apply a given codebook to a corpus, suggest emergent codes from open-ended responses, and prepare hand-coding deliverables. Use when working with many transcripts/responses where reading every line in the parent context would…

13 2mo ago A 85 tokens original MIT

vault-organizer

20

Marazii/research-co-pilot

Agent

Read through a pile of research files (a messy folder, a Downloads dump, an inherited project) and organize them into the research vault's template — the numbered lifecycle-stage folders (01-ideation … 10-dissemination), knowledge/, and 06-data/ — classifying each file by what it is. Returns a filing plan (file →…

13 2mo ago A 163 tokens original MIT

comms-writer

21

TaewoooPark/MagLab

Agent

Delegate when drafting research communications, summaries, or reports for a non-specialist audience. Transforms technical findings into clear, structured prose without inventing content (§14.7).

11 1mo ago A 40 tokens original MIT

paper-reviewer

22

TaewoooPark/MagLab

Agent

Reads 3–7 key papers in depth and extracts claims, evidence, and methodology. Targets T1·T2 papers verified by citation-auditor (§14.7).

11 1mo ago A 40 tokens original MIT

search-scout

23

TaewoooPark/MagLab

Agent

Broadly collects candidate papers using MCP connectors and skills. Generates 3–6 query families and assigns tier classifications (§14.7).

11 1mo ago A 31 tokens original MIT

analyzer

24

JiuTian-dev/SupplyChainCortex

Agent Codex

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

5 1mo ago A 0 tokens