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 30, 2026 - Python
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scientific-agents
Here are 30 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
Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents
evaluation plugins agents autonomous-research llm-evaluation agentic-ai research-agents codex-plugin scientific-agents researchclawbench
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Sep 3, 2026 - Python
Scientific Agent for evidence-grounded evaluation of cell-therapy products.
python bioinformatics computational-biology neuroscience scientific-workflows transcriptomics single-cell developmental-biology parkinsons-disease regenerative-medicine ai-agents single-cell-rna-seq data-provenance anndata dopaminergic-neurons stem-cells ai-for-science cell-therapy midbrain scientific-agents
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Sep 2, 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 24, 2026 - Python
Evidence-governed autonomous experimentation and falsification for computational science
simulation computational-physics hypothesis-testing falsification scientific-agents autonomous-science
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Aug 30, 2026 - Python
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 14, 2026 - Python
A falsification-first protocol for scientific AI agents: claim contracts, hidden validation, decoys, calibrated scoring, and independent evidence.
benchmarking validation reproducibility trustworthy-ai ai-for-science falsifiability scientific-agents
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Sep 1, 2026
Trustworthy biomedical tool-using agent with task-conditioned planning, execution-grounded verification, and traceable repair.
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Jul 27, 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
Auditable chemistry skills for scientific agents with deterministic computation, provenance, and explicit scientific boundaries.
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Aug 12, 2026 - Python
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
Auditable SciForge × BioGym de novo protein-design run: RFdiffusion → ProteinMPNN → Boltz-2
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Jul 15, 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
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
Organization profile and community standards for the SciPhys open agent stack.
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Aug 10, 2026
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
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
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
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