beita6969/ScienceClaw

🔬🦞 A self-evolving AI research colleague for scientists. 285 skills, zero hallucination, persistent memory.

This repository also configures its own agents. See what ScienceClaw tells them →

898Stars on the repository
200Mods indexed here, across every type
3mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

beita6969/ScienceClaw

Skill Claude CodeCodex needs its repo

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with…

not rated 898 +6 3mo ago A 89 tokens copy · 88% MIT

fact-verification

74

beita6969/ScienceClaw

Skill Claude CodeCodex

Verify scientific claims, political statements, and environmental assertions against evidence.

not rated 898 +6 3mo ago A SkillSpector: pass 16 tokens original MIT

find-skills

75

beita6969/ScienceClaw

Skill Claude CodeCodex

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

not rated 898 +6 3mo ago A 67 tokens copy · 91% MIT

fluidsim

76

beita6969/ScienceClaw

Skill Claude CodeCodex

Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC…

not rated 898 +6 3mo ago A 69 tokens copy · 84% MIT

food-science

77

beita6969/ScienceClaw

Skill Claude CodeCodex

Analyzes food science topics including nutritional composition, food chemistry, food safety hazard analysis, sensory evaluation design, and food processing optimization; trigger when users discuss nutrients, food additives, HACCP, shelf life, or food product development.

not rated 898 +6 3mo ago A SkillSpector: pass 50 tokens original MIT

gemini

78

beita6969/ScienceClaw

Skill Claude CodeCodex

Gemini CLI for one-shot Q&A, summaries, and generation.

not rated 898 +6 3mo ago A 17 tokens copy · 84% MIT

gene-database

79

beita6969/ScienceClaw

Skill Claude CodeCodex

Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.

not rated 898 +6 3mo ago A 49 tokens copy · 98% MIT

generate-image

80

beita6969/ScienceClaw

Skill Claude CodeCodex

Generate or edit images using AI models (FLUX, Nano Banana 2). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that is not a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the…

not rated 898 +6 3mo ago A 71 tokens copy · 100% MIT

genome-analysis

81

beita6969/ScienceClaw

Skill Claude CodeCodex

Performs genomics analyses including gene expression profiling, BLAST sequence alignment, GWAS interpretation, variant calling, and genome assembly tasks; trigger when the user mentions DNA/RNA sequences, SNPs, gene panels, or comparative genomics.

not rated 898 +6 3mo ago A SkillSpector: pass 52 tokens original MIT

genomics-analysis

82

beita6969/ScienceClaw

Skill Claude CodeCodex

Orchestrates a genomics analysis workflow from gene query through expression analysis to pathway enrichment. Use when investigating gene function, analyzing expression data, or performing pathway-level interpretation. NOT for pure protein structure modeling or drug-target interaction analysis.

not rated 898 +6 3mo ago A SkillSpector: pass 50 tokens original MIT

geo-database

83

beita6969/ScienceClaw

Skill Claude CodeCodex

Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.

not rated 898 +6 3mo ago A 47 tokens copy · 86% MIT

geopandas-spatial

84

beita6969/ScienceClaw

Skill Claude CodeCodex

Geospatial and climate data analysis with geopandas and xarray. Use when: (1) geographic vector data analysis, (2) climate and weather NetCDF data, (3) spatial joins and overlay operations, (4) map visualization, (5) CRS transformations and area calculations. NOT for: satellite imagery ML (use rasterio/torchgeo)…

not rated 898 +6 3mo ago A SkillSpector: pass 96 tokens original MIT

geopandas

85

beita6969/ScienceClaw

Skill Claude CodeCodex

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving…

not rated 898 +6 3mo ago A 125 tokens copy · 95% MIT

geospatial-analysis

86

beita6969/ScienceClaw

Skill Claude CodeCodex

Performs geospatial data analysis including GIS operations, spatial statistics, remote sensing image processing, geocoding, and cartographic visualization; trigger when users discuss maps, coordinates, satellite imagery, spatial patterns, or geographic data.

not rated 898 +6 3mo ago A SkillSpector: pass 49 tokens original MIT

gh-issues

87

beita6969/ScienceClaw

Skill Claude Code

Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments. Usage: /gh-issues [owner/repo] [--label bug] [--limit 5] [--milestone v1.0] [--assignee @me] [--fork user/repo] [--watch] [--interval 5] [--reviews-only] [--cron] [--dry-run] [--model glm-5]…

not rated 898 +6 3mo ago A 116 tokens copy · 97% MIT

gifgrep

88

beita6969/ScienceClaw

Skill Claude CodeCodex

Search GIF providers with CLI/TUI, download results, and extract stills/sheets.

not rated 898 +6 3mo ago A 21 tokens copy · 100% MIT

github

89

beita6969/ScienceClaw

Skill Claude CodeCodex

GitHub operations via gh CLI: issues, PRs, CI runs, code review, API queries. Use when: (1) checking PR status or CI, (2) creating/commenting on issues, (3) listing/filtering PRs or issues, (4) viewing run logs. NOT for: complex web UI interactions requiring manual browser flows (use browser tooling when available)…

not rated 898 +6 3mo ago A 101 tokens copy · 88% MIT

gnomad-database

90

beita6969/ScienceClaw

Skill Claude CodeCodex

Query gnomAD (Genome Aggregation Database) for population allele frequencies, variant constraint scores (pLI, LOEUF), and loss-of-function intolerance. Essential for variant pathogenicity interpretation, rare disease genetics, and identifying loss-of-function intolerant genes.

not rated 898 +6 3mo ago A SkillSpector: warn 58 tokens original MIT

gog

91

beita6969/ScienceClaw

Skill Claude CodeCodex

Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.

not rated 898 +6 3mo ago A 20 tokens copy · 100% MIT

goplaces

92

beita6969/ScienceClaw

Skill Claude CodeCodex

Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use for human-friendly place lookup or JSON output for scripts.

not rated 898 +6 3mo ago A 41 tokens copy · 100% MIT

grant-writing

93

beita6969/ScienceClaw

Skill Claude CodeCodex

Assists with research grant proposal writing including specific aims, significance framing, innovation articulation, approach design, and budget justification for NIH, NSF, ERC, and other funding agencies; trigger when users discuss grant proposals, funding applications, or research funding strategy.

not rated 898 +6 3mo ago A SkillSpector: pass 53 tokens original MIT

healthcheck

94

beita6969/ScienceClaw

Skill Claude CodeCodex

Host security hardening and risk-tolerance configuration for OpenClaw deployments. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, OpenClaw cron scheduling for periodic checks, or version status checks on a machine running OpenClaw (laptop, workstation, Pi, VPS).

not rated 898 +6 3mo ago A 70 tokens copy · 100% MIT

himalaya

95

beita6969/ScienceClaw

Skill Claude CodeCodex

CLI to manage emails via IMAP/SMTP. Use himalaya to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).

not rated 898 +6 3mo ago A 55 tokens copy · 92% MIT

hypothesis-gen

96

beita6969/ScienceClaw

Skill Claude CodeCodex

Structured hypothesis generation workflow. Use when: user needs to formulate testable scientific hypotheses from observations, gaps, or preliminary data. NOT for: testing hypotheses or running experiments.

not rated 898 +6 3mo ago A SkillSpector: pass 38 tokens original MIT

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