Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions.
This repository also configures its own agents. See what ScienceClaw tells them →
Skill Claude Code
Route plain-language requests for Pi, Claude Code, Codex, OpenCode, Gemini CLI, or ACP harness work into either OpenClaw ACP runtime sessions or direct acpx-driven sessions ("telephone game" flow). For coding-agent thread requests, read this skill first, then use only sessionsspawn for thread creation.
Skill Claude CodeCodex
Use the diffs tool to produce real, shareable diffs (viewer URL, file artifact, or both) instead of manual edit summaries.
Skill Claude CodeCodex
Feishu document read/write operations. Activate when user mentions Feishu docs, cloud docs, or docx links.
Skill Claude CodeCodex
Feishu cloud storage file management. Activate when user mentions cloud space, folders, drive.
Skill Claude CodeCodex
Feishu permission management for documents and files. Activate when user mentions sharing, permissions, collaborators.
Skill Claude CodeCodex
Feishu knowledge base navigation. Activate when user mentions knowledge base, wiki, or wiki links.
Skill Claude CodeCodex
Lobster executes multi-step workflows with approval checkpoints. Use it when.
Skill Claude CodeCodex
OpenProse VM skill pack. Activate on any prose command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
Skill Claude CodeCodex
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
Skill Claude CodeCodex
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (websearch, webfetch, sessionsspawn). Use for…
Skill Claude CodeCodex
A search and reference-management guide for finding academic papers in services such as PubMed, bioRxiv, and arXiv. PubMed indexes biomedical research, while bioRxiv and arXiv host research papers shared before formal journal publication.
Skill Claude CodeCodex
Manage Apple Notes via the memo CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks OpenClaw to add a note, list notes, search notes, or manage note folders.
Skill Claude CodeCodex
Manage Apple Reminders via remindctl CLI (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.
Skill Claude CodeCodex
Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.
Skill Claude CodeCodex
Search and retrieve preprints from arXiv via the Atom API. Use this skill when searching for papers in physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering, or economics by keywords, authors, arXiv IDs, date ranges, or categories.
Skill Claude CodeCodex
Search arXiv for preprints in physics, math, CS, quantitative biology, quantitative finance, statistics, electrical engineering, economics. Use when: (1) finding preprints by topic, (2) searching by author, (3) browsing arXiv categories, (4) getting paper metadata/abstracts. NOT for: published journal articles (use…
Skill Claude CodeCodex
Screen papers for systematic reviews using ASReview active learning. Use when: user has a large set of papers to screen for inclusion/exclusion, wants to prioritize relevant papers, or needs to reduce manual screening workload. NOT for: searching papers (use literature-search) or meta-analysis (use meta-analysis).
Skill Claude CodeCodex
Analyzes astronomical observations and cosmological models including telescope data processing, celestial mechanics calculations, stellar evolution, galaxy classification, and cosmological parameter estimation; trigger when users discuss stars, galaxies, exoplanets, dark matter, or the universe's large-scale structure.
Skill Claude CodeCodex
Astronomical computations via Astropy. Use when: user asks about celestial coordinates, FITS files, or cosmological calculations. NOT for: telescope control or real-time observation planning.
Skill Claude CodeCodex
Create, search, and manage Bear notes via grizzly CLI.
Skill Claude CodeCodex
Performs bioinformatics analyses including pathway enrichment, gene ontology analysis, protein-protein interaction networks, multi-omics integration, and biological sequence database querying; trigger when users discuss gene sets, biological pathways, functional annotation, or omics data integration.
Skill Claude CodeCodex
Bioinformatics operations via Biopython. Use when: user asks about DNA/protein sequences, BLAST, or PDB structures. NOT for: clinical genomics or variant calling pipelines.
Skill Claude CodeCodex
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use…
Skill Claude CodeCodex
Search bioRxiv biology preprints with natural language queries. Semantic search powered by Valyu.
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: