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claude-scientific-skills 科研工程智能体技能集

多领域即用型技能，高效科研分析

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一套适用于研究、科学、工程、分析、金融与写作的即用型 AI 智能体技能集，开箱即用，提升专业领域效率。

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Github热门的Issue

#9.Consider including license information in the skill details

2025年11月22日

#23.feat: add toon support for find_helpful_skills

2026年01月05日

#152.Infographics skill auto-reviewer is broken

2026年04月29日

#126.Feature Request: Support and Skills for Social Sciences, Arts, and Musicology

2026年04月07日

#174.GitHub CLI (gh skill) installation no working

2026年05月20日

#127.This skill is malicious and injects advertisements into your agent.

2026年04月07日

#45.Unknown license for K-Dense authored skill?

2026年02月11日

#217.Mention STAMPED principles and/or develop a skill for them?

2026年07月28日

#194.pptx-posters: Quality Checklist missing Step 1 and Step 2a

2026年06月16日

#142.feat: Add gh skill support for one-line skill installation via GitHub CLI

2026年04月22日

Github最新的讨论区

Github最新Release版本

v2.63.0

2026年08月12日

What's Changed

Changes since v2.62.0:

Update documentation and versioning for Agent Plugins compliance (5ad4aae)
Remove Star History chart from README. (f2f77ff)
feat: enhance skill security scan for forked PRs (3956e54)
Update imaging-data-commons skill from v1.4.0 to upstream v1.8.1 (aaf763c)
chore: update security scan report [skip ci] (7eb9c23)
Add bounded NCATS ARAX knowledge graph skill (550b965)
Update optimize-for-gpu skill documentation and assets (991bd99)
deepspot-m: document the ~19k-gene panel limit, drop redundant eval calls, add diagram (9477641)
Introduced a new skill for relsa-severity-assessment (f8c6f0e)
Add DeepSpot-M skill (de981da)
chore: update security scan report [skip ci] (d767725)

详细ChangeLog

v2.62.0

2026年08月01日

What's Changed

Changes since v2.61.0:

Update version to 2.62.0 in pyproject.toml and README.md, reflecting the latest release. (ad21a38)
citation-management: correct documented commands, bump to 2.0 (3378ece)
citation-management: fix BibTeX corruption and metadata defects (d39264b)
market-research-reports: fix ledger validator crash on publication_date=not-stated (95d3add)
Update generate-image.png to reflect recent changes in image generation process. (390c8b8)
Enforce use of uv for packagment installation whenever needed (4226ca8)
Update image generation and citation management scripts to use 'uv pip install' for package installations. Modify skill versions for infographics and generate-image to reflect recent changes. Enhance error handling and review logic in infographic generation scripts, ensuring better feedback on quality assessments. (bd99c01)
chore: update security scan report [skip ci] (4d5f1d2)

详细ChangeLog

v2.61.0

2026年07月29日

What's Changed

Changes since v2.60.0:

Update version to 2.61.0 in pyproject.toml and README.md, reflecting the latest release. (ab2f84a)
Update skill versions to 1.4 and 1.5 across multiple skills, including infographics, latex-posters, literature-review, scientific-schematics, and scientific-slides. Enhance API key resolution logic in various scripts to improve credential handling and error messaging. Adjust image model references for clarity in infographic and schematic generation scripts. (f1b60f8)
Add new example for Phase 2 regimen development in examples.md and enhance pharmacology skills section in skills.md. The new example outlines a comprehensive workflow from first-in-human dose to a defensible Phase 2 regimen, detailing objectives, disciplines, skills used, and a structured prompt. Additionally, the skills section now includes a dedicated entry for PK/PD modeling, emphasizing its applications in pharmacometrics. (07021b9)
chore: update security scan report [skip ci] (f9d7053)
Update skill versions and enhance security measures across multiple skills. Added a triage report to SECURITY.md, improved endpoint validation in autoskill, and updated various skills to version 1.1 or 1.2. Enhanced documentation for imaging-data-commons and other skills to clarify installation and usage instructions. (0e45106)

详细ChangeLog

v2.60.0

2026年07月29日

What's Changed

Changes since v2.59.0:

Update version to 2.60.0 and increment skill count to 158 in README.md (223f5a3)
Test every script-bearing skill, and enforce that it stays that way (4fb7e0b)
Add paperclip skill (d33b267)
Add pkpd-modeling skill (4c90a52)
Update paper-lookup to 2.0 (061882b)
Add community health files (#218) (e7ac425)
Update README (752753b)
Add new skill for genomic data analysis (dbe9422)
Add bulk RNA-seq diagram to documentation (0789168)
More diagrams for skills (ce01a27)

详细ChangeLog

v2.59.0

2026年07月28日

What's Changed

Changes since v2.57.0:

Add zarr image (11c4e1e)
Add skill images (effadea)
Add analytical-method-validation skill (844f4a3)
Add pathogen-variant-surveillance skill (e608baa)
Anchor the scripts/ gitignore pattern to the repo root (5a9c275)
chore: update security scan report [skip ci] (81e316b)
Update README, examples, and skills documentation to reflect the addition of new skills and version bump to 2.57.0. The README now highlights 154 skills, including the new Ontology Term Resolution and Genomic Coordinates skills, and provides updated examples for interdisciplinary workflows. The skills documentation has been expanded to include detailed descriptions of the new skills and their functionalities. (051f93f)
Replace iso-13485-certification with iso-standards-readiness (6d22863)
Add From the Blog section to README (f8eb840)

详细ChangeLog

v2.57.0

2026年07月27日

What's Changed

Changes since v2.56.0:

Add pytest as a dependency in pyproject.toml for improved testing support (58746dc)
Bump version to 2.57.0 (2598479)
Update pi-agent skill to latest Pi docs (ef1b2d8)
Update generate-image for the OpenRouter Image API (3f530cf)
Add genomic-coordinates skill (ce67928)
Add uncertainty-and-units skill under skills/uncertainty-and-units (cca1e05)
Add ontology-term-resolution skill (87b598a)

详细ChangeLog

v2.56.0

2026年07月27日

What's Changed

Changes since v2.55.0:

Update version numberl to 2.56.0 (3036316)
Enhance skill environment management and documentation (b80fcda)
Enhance security scanning documentation and update dependencies (cd879d8)
Add OpenPIV skill under skills/openpiv (#216) (dde1906)
Update documentation and improve test structure for autoskill (2f2022d)
Add initial test suite for autoskill functionality (8cb0f52)
Update skill metadata formatting and improve .gitignore entries (b085e11)
Update security report and enhance subprocess environment handling (cb83780)
Update security documentation and scanning process (489de4c)
Remove validate_report.py script as it is no longer needed for the security scan process. This change simplifies the codebase and eliminates redundancy in validation checks, streamlining the overall workflow. (b01cff4)
feat(docx): enhance DOCX skill and comment script functionality (a1b84fb)
feat(citation-management): enhance metadata handling and subprocess environment (f5a0bbc)
perf(security-scan): scan concurrently and reuse unchanged results (665663c)
Update security scanning process and documentation (d77f819)
feat(citation-management): document Zotero integration via pyzotero skill (38ce7e2)
fix(imaging-data-commons): correct 'questons' typo (23f8511)
Update default LLM model in security scan workflow to "claude-sonnet-5" (edefe50)
Update default LLM model in SkillScanner to "anthropic/claude-sonnet-5" (37f2064)
fix(rdkit): correct FractionCsp3 call and MolToSmarts parameter name (94151f6)
Correct README release details (757b63b)
fix(markdown-mermaid-writing): correct broken internal references in style guides (0f5891a)

详细ChangeLog

v2.55.0

2026年07月25日

What's Changed

Changes since v2.54.0:

Bump version to 2.55.0 (bb87fa1)
Synchronize repository documentation (9319f43)
Clean refreshed skill formatting (d2d8e87)
Redesign scientific writing safeguards (3441b92)
Redesign PPTX poster generation (866c1df)
Update MATLAB R2026a workflows (d518a31)
Redesign hypothesis generation workflow (f375cf7)
Update ISO 13485 evidence workflows (5d68dbf)
Redesign scholar evaluation safeguards (b295e73)
Redesign treatment plan safety (818cb87)
Redesign peer review confidentiality (8fc3325)
Update market research evidence workflows (ebc0cce)
Redesign clinical reports safety (cc223d5)
Redesign clinical decision support safety (820bcb8)
Update QuTiP skill for version 5.3 (f7b918d)
Update GeoPandas spatial workflows (10781b2)
Update pymatgen for current packages (0ece03a)
Update pydicom privacy workflows (5c3389e)
Update FluidSim numerical workflows (ee24204)
Update exploratory data analysis workflows (cadf380)
Update Gtars skill for current APIs (025a3a6)
Update Geniml skill for current APIs (dd952bd)
Correct MCP tool signatures against the live server (aa04310)
Update PufferLib versioned workflows (f515922)
Update HypoGeniC safety workflows (27ea7f4)
Add genomic-intelligence skill (8f4fb7a)
Update protocols.io integration guidance (34d4cd5)
Update PyLabRobot safety workflows (70a0d59)
Update NeuroKit2 skill for current APIs (ddcd380)
Update PathML skill for current workflows (191e153)
Update SimPy skill for current semantics (65f4698)
Update scikit-survival for current APIs (5a62c8a)
Update resource detection workflows (d80ca05)
Update scientific visualization guidance (38cd204)
Update scientific brainstorming workflows (fd9917e)
Update PyTDC skill for current APIs (825f800)
Update OMERO skill for current clients (90e825e)
Update LabArchives skill for current APIs (ee5477e)
DNANexus improvements (7191774)
Update DNAnexus, ETE, FlowIO, LatchBio, MarkItDown, MatchMS, Opentrons, pysam, Qiskit, and SHAP skills (53c5897)
Update skills and documentation: Change AI models from Gemini 3.1 Pro to Gemini 3.6 Flash for improved quality review across various skills, including Generate Image, Infographics, and Clinical Decision Support. Bump version numbers in SKILL.md files to reflect updates. (831d49e)

详细ChangeLog

v2.54.0

2026年07月21日

What's Changed

Changes since v2.53.0:

Bump version (e872769)
Update Torchdrug and venue-templates skills (3b6f0e4)
chore: update security scan report [skip ci] (a177179)
Update README.md: Enhance star history chart with responsive design for dark and light themes, and clarify project name change to Scientific Agent Skills. (3f825ca)
Enhance Research Lookup Skill: Update documentation and improve backend routing for manuscript evidence compilation. The skill now targets 60 verified references, producing structured research packets. Adjusted descriptions in README and SKILL.md for clarity, and removed outdated test file. (fc0b9f6)
Delete redundant files (cd77d3f)
Update parallel-web skill (0433033)
chore: update security scan report [skip ci] (e12d683)
feat(skills): onekgpd v1.2: retargets the Dnaerys Client v0.2.1 required for Python 3.11 support (aa716d0)
feat(skills): onekgpd v1.1: retargets the Dnaerys Client v0.2.0 required for the latest KGP live database (1e2f2dc)
chore: update security scan report [skip ci] (4d97e29)
Update optimize-for-gpu and paper-lookup skills (26fd7a8)
Update research-lookup and statistical-analysis skills (afa84b4)
Enhance database lookup skill documentation and API interaction. Updated descriptions for clarity, improved retrieval contract guidelines, and added new API version checks for ClinicalTrials.gov. Adjusted AlphaFold references to reflect current file URLs and versioning. Incremented skill version to 1.2. (1e024ea)
Update README and documentation to reflect the addition of 2 new skills, increasing the total to 148. Updated version badge to 2.53.0 and made minor adjustments for clarity in the skills documentation. (50a46b2)
feat(skills): onekgpd (26d7086)
chore: update security scan report [skip ci] (e083e63)
Add Tamarind Bio platform skill (1cb3b1a)
add missing research grants references (b82768f)

详细ChangeLog

v2.53.0

2026年06月24日

What's Changed

Changes since v2.52.0:

Update Ginkgo Cloud Lab skill (9c9bd2e)
chore: update security scan report [skip ci] (ddd2f7f)
Enhance database lookup skill with deterministic querying and provenance features. Updated documentation to reflect improved API interaction, including retrieval contracts, pagination handling, and untrusted response management. Adjusted README and skills documentation for clarity on database access and usage. (2093901)
chore: update security scan report [skip ci] (e6cabc2)
Update transformers skill metadata and dependencies; remove uv.lock file (2b4cce7)

详细ChangeLog

项目发展历程

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周榜

2026年第36周

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claude-scientific-skills 科研工程智能体技能集

claude-scientific-skills 科研工程智能体技能集

用户评论 (0)

#9.Consider including license information in the skill details

#23.feat: add toon support for find_helpful_skills

#152.Infographics skill auto-reviewer is broken

#126.Feature Request: Support and Skills for Social Sciences, Arts, and Musicology

#174.GitHub CLI (gh skill) installation no working

#127.This skill is malicious and injects advertisements into your agent.

#45.Unknown license for K-Dense authored skill?

#217.Mention STAMPED principles and/or develop a skill for them?

#194.pptx-posters: Quality Checklist missing Step 1 and Step 2a

#142.feat: Add gh skill support for one-line skill installation via GitHub CLI

v2.63.0

What's Changed

v2.62.0

What's Changed

v2.61.0

What's Changed

v2.60.0

What's Changed

v2.59.0

What's Changed

v2.57.0

What's Changed

v2.56.0

What's Changed

v2.55.0

What's Changed

v2.54.0

What's Changed

v2.53.0

What's Changed

项目发展历程

Github榜单

技能库排行

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claude-scientific-skills 科研工程智能体技能集

claude-scientific-skills 科研工程智能体技能集

为claude-scientific-skills打分

收藏到合集

用户评论 (0)

#9.Consider including license information in the skill details

#23.feat: add toon support for find_helpful_skills

#152.Infographics skill auto-reviewer is broken

#126.Feature Request: Support and Skills for Social Sciences, Arts, and Musicology

#174.GitHub CLI (gh skill) installation no working

#127.This skill is malicious and injects advertisements into your agent.

#45.Unknown license for K-Dense authored skill?

#217.Mention STAMPED principles and/or develop a skill for them?

#194.pptx-posters: Quality Checklist missing Step 1 and Step 2a

#142.feat: Add gh skill support for one-line skill installation via GitHub CLI

v2.63.0

What's Changed

v2.62.0

What's Changed

v2.61.0

What's Changed

v2.60.0

What's Changed

v2.59.0

What's Changed

v2.57.0

What's Changed

v2.56.0

What's Changed

v2.55.0

What's Changed

v2.54.0

What's Changed

v2.53.0

What's Changed

项目发展历程

Github榜单

技能库排行

产品推荐