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

openai-whisper

145

beita6969/ScienceClaw

Skill Claude CodeCodex

Local speech-to-text with the Whisper CLI (no API key).

not rated 898 +4 3mo ago A 18 tokens copy · 100% MIT

openalex-database

146

beita6969/ScienceClaw

Skill Claude CodeCodex

Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly…

not rated 898 +4 3mo ago A 76 tokens copy · 86% MIT

openalex-search

147

beita6969/ScienceClaw

Skill Claude CodeCodex

Open academic metadata via OpenAlex API. Use when: user needs author profiles, institution data, concept mapping, or open citation data. NOT for: full-text search or downloading papers.

not rated 898 +4 3mo ago A SkillSpector: warn 41 tokens original MIT

openhue

148

beita6969/ScienceClaw

Skill Claude CodeCodex

Control Philips Hue lights and scenes via the OpenHue CLI.

not rated 898 +4 3mo ago A 15 tokens copy · 100% MIT

opentargets-database

149

beita6969/ScienceClaw

Skill Claude CodeCodex

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.

not rated 898 +4 3mo ago A 40 tokens copy · 89% MIT

oracle

150

beita6969/ScienceClaw

Skill Claude CodeCodex

Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).

not rated 898 +4 3mo ago A 25 tokens copy · 100% MIT

ordercli

151

beita6969/ScienceClaw

Skill Claude CodeCodex

Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).

not rated 898 +4 3mo ago A 21 tokens copy · 100% MIT

paper-analysis

152

beita6969/ScienceClaw

Skill Claude CodeCodex

Read, summarize, and critically analyze scientific papers. Extract key findings, methodology, limitations, and contributions. Use when user shares a paper (PDF/URL/DOI), asks to summarize a paper, critique methodology, extract data from a paper, compare papers, or do a critical review. Triggers on "summarize this…

not rated 898 +4 3mo ago A SkillSpector: pass 96 tokens original MIT

paper-writing

153

beita6969/ScienceClaw

Skill Claude CodeCodex

Write scientific papers following IMRaD structure with proper citations. Use when: user asks to draft or improve a scientific paper, write specific sections, or format citations. NOT for: non-academic writing or presentation slides.

not rated 898 +4 3mo ago A SkillSpector: pass 47 tokens original MIT

parallel-web

154

beita6969/ScienceClaw

Skill Claude Code

Search the web, extract URL content, and run deep research using the Parallel Chat API and Extract API. Use for ALL web searches, research queries, and general information gathering. Provides synthesized summaries with citations.

not rated 898 +4 3mo ago A SkillSpector: pass 44 tokens original MIT

beita6969/ScienceClaw

Skill Claude Code

Explore and optimize simulation parameters via design of experiments (DOE), sensitivity analysis, and optimizer selection. Use for calibration, uncertainty studies, parameter sweeps, LHS sampling, Sobol analysis, surrogate modeling, or Bayesian optimization setup.

not rated 898 +4 3mo ago A SkillSpector: pass 50 tokens original MIT

patent-analysis

156

beita6969/ScienceClaw

Skill Claude CodeCodex

Conducts patent landscape analysis including prior art searches, patent claim interpretation, freedom-to-operate assessment, and intellectual property strategy for scientific inventions; trigger when users discuss patents, prior art, IP protection, or technology licensing.

not rated 898 +4 3mo ago A SkillSpector: pass 48 tokens original MIT

patent-drafting

157

beita6969/ScienceClaw

Skill Claude CodeCodex

Draft patent applications for scientific inventions, covering claims, specification, and prior art analysis.

not rated 898 +4 3mo ago A SkillSpector: pass 4 tokens original MIT

pdb-database

158

beita6969/ScienceClaw

Skill Claude CodeCodex

Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata, for structural biology and drug discovery.

not rated 898 +4 3mo ago A 49 tokens copy · 100% MIT

pdb-structure

159

beita6969/ScienceClaw

Skill Claude CodeCodex

Query the RCSB PDB API for protein 3D structures, experimental metadata, and structure files. Use when the user needs crystal or cryo-EM structure data, PDB entries, resolution info, or structure file downloads. NOT for protein sequences/annotations (use UniProt), gene data (use NCBI), or pathway info (use KEGG).

not rated 898 +4 3mo ago A SkillSpector: warn 80 tokens original MIT

pdf

160

beita6969/ScienceClaw

Skill Claude CodeCodex

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

not rated 898 +4 3mo ago A 50 tokens copy · 80% MIT

pdf-processing-pro

161

beita6969/ScienceClaw

Skill Claude CodeCodex needs its repo

Production-ready PDF processing with forms, tables, OCR, validation, and batch operations. Use when working with complex PDF workflows in production environments, processing large volumes of PDFs, or requiring robust error handling and validation.

not rated 898 +4 3mo ago A SkillSpector: pass 46 tokens original MIT

pdf-processing

162

beita6969/ScienceClaw

Skill Claude CodeCodex

Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.

not rated 898 +4 3mo ago A SkillSpector: pass 36 tokens original MIT

pdf

163

beita6969/ScienceClaw

Skill Claude CodeCodex

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and…

not rated 898 +4 3mo ago A 92 tokens copy · 92% MIT

peekaboo

164

beita6969/ScienceClaw

Skill Claude CodeCodex

Capture and automate macOS UI with the Peekaboo CLI.

not rated 898 +4 3mo ago A 17 tokens copy · 100% MIT

peer-review

165

beita6969/ScienceClaw

Skill Claude CodeCodex

Conducts structured peer review of scientific manuscripts including methodological evaluation, statistical assessment, clarity analysis, and constructive feedback generation following journal-specific guidelines; trigger when users ask for manuscript critique, reviewer reports, or feedback on research papers.

not rated 898 +4 3mo ago A SkillSpector: pass 47 tokens original MIT

performance-profiling

166

beita6969/ScienceClaw

Skill Claude Code

Identify computational bottlenecks, analyze scaling behavior, estimate memory requirements, and receive optimization recommendations for any computational simulation. Use when simulations are slow, investigating parallel efficiency, planning resource allocation, or seeking performance improvements through timing…

not rated 898 +4 3mo ago A SkillSpector: pass 61 tokens original MIT

perplexity-search

167

beita6969/ScienceClaw

Skill Claude CodeCodex

Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model…

not rated 898 +4 3mo ago A 98 tokens copy · 100% MIT

phylogenetics

168

beita6969/ScienceClaw

Skill Claude CodeCodex

Build and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and FastTree (fast NJ/ML). Visualize with ETE3 or FigTree. For evolutionary analysis, microbial genomics, viral phylodynamics, protein family analysis, and molecular clock studies.

not rated 898 +4 3mo ago A 68 tokens copy · 98% MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: