One Forge, All Skills: A curated skill collection for academic writing and research. 点开即用，按需配置的一站式学术研究skills平台。
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Aug 11, 2026 - Python
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scientific-agents
Here are 23 public repositories matching this topic...
A framework for discovering, compiling, and validating reusable skills for scientific agents.
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Apr 26, 2026 - HTML
An auditable human–AI workflow from NNDC/ENSDF data to gamma-ray GCD lifetime inference.
reproducible-research nuclear-physics gamma-ray-spectroscopy ai-for-science ensdf scientific-agents nuclear-spectroscopy nndc gcd-lifetime
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Aug 11, 2026 - Python
Auditable chemistry skills for scientific agents with deterministic computation, provenance, and explicit scientific boundaries.
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Aug 10, 2026 - Python
Auditable SciForge × BioGym de novo protein-design run: RFdiffusion → ProteinMPNN → Boltz-2
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Jul 15, 2026 - Python
A verifier-gated research platform for skill transfer in scientific agents for systems biology.
benchmark machine-learning systems-biology verification ode multi-agent-systems ai-for-science scientific-agents
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Jul 17, 2026 - Python
Trustworthy biomedical tool-using agent with task-conditioned planning, execution-grounded verification, and traceable repair.
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Jul 27, 2026 - Python
Agent-native, local-first plugin for auditable single-cell annotation with governed evidence, contrastive review, conservative abstention, and human-reviewed draft outputs.
bioinformatics mcp scrna-seq single-cell marker-genes human-in-the-loop scanpy anndata cell-type-annotation cell-ontology agent-plugin scientific-agents
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Aug 11, 2026 - Python
Open agent runtime, Skills, evidence standards, and instrument plugins for experimental science.
typescript reproducible-research open-science scientific-computing materials-science spectroscopy xrd evidence experimental-science ai-for-science agent-skills scientific-agents
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Aug 10, 2026 - TypeScript
Causal evidence-uptake stress tests and an Epistemic Brake for scientific agents.
benchmark provenance reproducibility ai-safety ai-for-science agent-evaluation epistemic-safety scientific-agents
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Aug 1, 2026 - Python
Process traces for evaluating AI scientist workflows | ICML 2026 AI4Science Dataset Competition | 432 trajectories from GPT-5.4, Claude Opus 4.6, Gemini 3.1 Pro
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Apr 21, 2026 - TeX
Governed benchmarks and executable scoring for trustworthy agents in experimental science.
benchmark open-data reproducibility materials-science xrd ai-evaluation ai-for-science scientific-agents
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Aug 10, 2026 - Python
🔬 Autonomous Bayesian scientific agent — MCMC analysis, uncertainty quantification, and permanent decentralized archiving. The reproducibility layer for DeSci.
bioinformatics drug-discovery pymc bayesian reproducibility mcmc uncertainty-quantification dose-response arweave desci nuts-sampler scientific-agents bioanchor decentralized-sci ip-nft
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May 5, 2026 - Python
验证边界 · Verification Frontier — 安全扩展科学 Agent 的验证边界 / Safely Engineering the Scientific Agents. GOAI 2026 AI for Research · Open Exploration. Bilingual 中文+EN, no-login demo, deterministic reproducible package.
verification lean formal-methods reproducibility gradio goai ai4s ai-for-research scientific-agents open-exploration
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Aug 5, 2026 - Python
Evidence-grounded scientific agents with replayable evaluation and human review — the public integration + evaluation layer for AI-for-science workflows.
chemistry materials-science llm ai-for-science agent-evaluation scientific-agents evidence-grounded autonomous-science
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Jul 7, 2026 - Python
Organization profile and community standards for the SciPhys open agent stack.
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Aug 10, 2026
Auditable MCP tools for PyLabRobot: run and sample context, typed provenance, simulation by default, and explicit hardware permission.
python automation mcp provenance lab-automation ai-agents audit-trail liquid-handling plate-reader thermocycler model-context-protocol scientific-agents safety-gates pylabrobot
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Jul 29, 2026 - Python
Evidence and permission for autonomous labs: expert QC gates, workcell orchestration, provenance, recovery, and honest hardware boundaries.
quality-control computer-vision robotics reverse-engineering evaluation provenance lab-automation reproducibility qc ai-agents closed-loop failure-analysis hardware-validation workcell scientific-agents safety-gates pylabrobot autonomous-lab
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Jul 29, 2026 - Python
🧬 AI Genomics Research Platform Bioinformatics system powered by AI to detect genetic diseases from a patient’s DNA using: LLMs, Graph Database, Scientific agents, Bioinformatics pipelines
bioinformatics ai genomics healthcare research-platform genomics-analysis dna-analysis genetic-diseases llm scientific-agents
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Jun 8, 2026 - TypeScript
Open Earth remote-sensing MCP server that lets AI agents discover geospatial data and run tools for STAC, Sentinel-2, nightlights, water mapping, spectral indices, and SAR metadata.
mcp open-data remote-sensing gradio earth-observation nasa-gibs nightlights sarif sentinel-2 stackbit spectral-indices huggingface-spaces water-segmentation gradio-ui gradio-client model-context-protocol mcp-server geospatial-ai scientific-agents open-earth
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Aug 8, 2026 - Python
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