Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
49,415 skills from 2,407 repositories · updated 4 minutes ago
10,666 skills
- performance-budgetingproflead/codex-skills-libraryDefine performance budgets and guardrails. Use when a senior developer needs performance targets and enforcement.OtherNo warnings★ 167↓ —
- readme-polishproflead/codex-skills-libraryImprove a README for clarity and completeness. Use when a junior developer needs guidance on documenting setup and usage.OtherNo warnings★ 167↓ —
- error-message-explainerproflead/codex-skills-libraryExplain compiler/runtime errors in plain language. Use when a junior developer needs help understanding an error message.OtherNo warnings★ 167↓ —
- distill-protocolagenmod/immortal-skill蒸馏协议：为个人数字资料生成人类可读条款与机器可读 manifest；戏称「牛马保护法」仅为传播梗，非法律意见。OtherNo warnings★ 1.1K↓ —
- harness:certifyraphaelchristi/harness-evolverUse when the user wants to verify that the evolved agent's score is stable and reliable. Runs evaluation multiple times and reports mean ± std.OtherNo warnings★ 57↓ —
- readabilityhumanizerai/agent-skillsAnalyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations.OtherNo warnings★ 54↓ —
- performance-trace-guideproflead/codex-skills-libraryGuide collection and analysis of performance traces. Use when a mid-level developer needs to diagnose slowness.OtherNo warnings★ 167↓ —
- eni-kalialicewe1/alice_skill全局自动路由 | Kali reference and toolingOtherNo warnings★ 62↓ —
- fmri-skillBioTender-max/awesome-bio-agent-skillsUse this skill whenever the user wants to perform fMRI preprocessing, first-level analysis, ROI extraction, functional connectivity, effective connectivity, or atlas-based alignment to MNI152 space using either fMRIPrep, HCP-style pipelines, or CONN Toolbox. Triggers include: 'fmri', 'fMRI analysis', 'functional connectivity', 'effective connectivity', 'ROI extraction', 'seed-based correlation', 'PPI', 'DCM', 'atlas alignment', 'MNI152', 'HCP pipeline', 'CONN toolbox', or any request involving BOLD data.OtherNo warnings★ 215↓ —
- filteringBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to perform neuroimaging signal denoising with classical temporal filtering methods. This is a non-deep-learning preprocessing route focused on temporal cleaning, frequency selection, and preparation of cleaner time series for downstream analysis.OtherNo warnings★ 215↓ —
- dev:releaseraphaelchristi/harness-evolverUse when the user wants to release a new version, publish to npm, create a GitHub release, bump version, or tag a release. Also use when the user says 'release', 'publish', 'bump version', 'tag', or 'npm publish'.OtherNo warnings★ 57↓ —
- quality-maturity-assessmentnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded quality-practice maturity dimensions, rubric anchors, evidence sufficiency, and improvement gaps; triggers include 质量成熟度 and quality maturity.OtherNo warnings★ 297↓ —
- rules-distillmturac/everything-openai-codexScan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule filesOtherNo warnings★ 75↓ —
- interactive-learninggeekjourneyx/interactive-learning接收任意文本、链接、文档或问题，把“解释一下”升级成真正的学习闭环：先判断值不值得学、该学多深，再用最小验证逼出真实理解，并在必要时动态生成 checkpoint HTML。只要用户明显想“学懂”“吃透”“带我学”“帮我验证我是不是真懂了”，而不是只要摘要、改写或普通解释，就应主动使用本技能。也适用于用户想导出学习卡片、checkpoint 页面、复盘页、学习状态页的场景。OtherNo warnings★ 51↓ —
- seq-wranglerBioTender-max/awesome-bio-agent-skillsNGS read QC, alignment, and BAM processing pipeline. Wraps FastQC, BWA/Bowtie2/Minimap2, SAMtools, and MultiQC for automated read-to-BAM workflows.OtherNo warnings★ 215↓ —
- conn-toolBioTender-max/awesome-bio-agent-skillsUse this skill whenever the user wants to perform advanced functional connectivity (ROI-to-ROI, seed-to-voxel, ICA) or effective connectivity (PPI, gPPI, DCM) analysis using the CONN Toolbox. Triggers include: 'conn', 'CONN toolbox', 'functional connectivity', 'effective connectivity', 'ROI-to-ROI', 'seed-to-voxel', 'PPI', 'gPPI', 'DCM', 'psychophysiological interaction', or any request for connectivity analysis after preprocessing.OtherNo warnings★ 215↓ —
- dependency-install-helperproflead/codex-skills-libraryGuide installation of project dependencies and toolchains. Use when a junior developer is stuck setting up the environment.OtherNo warnings★ 167↓ —
- config-file-explainerproflead/codex-skills-libraryExplain a configuration file and its key options. Use when a junior developer is confused by a config file.OtherNo warnings★ 167↓ —
- team-onboarding-guideproflead/codex-skills-libraryCreate an onboarding guide for new engineers. Use when a senior developer needs structured onboarding materials.OtherNo warnings★ 167↓ —
- OpenST Skills IndexBioTender-max/awesome-bio-agent-skillsSkills for Open-ST spatial transcriptomics data processing, from raw BCL files to spatially-resolved single-cell h5ad objects.OtherNo warnings★ 215↓ —
- voice-clone-ttsNanmiCoder/creator-pipeline将文案与用户自己的参考录音合成为配音、SRT 和可交接时间轴。默认使用 MiniMax 与用户自己的音色；可显式选择免费本地 Qwen3-TTS（Apple Silicon 用 MLX）或 Nano CPU。适用于口播配音、声音复刻，以及为网页视频演示准备最终音频和字幕。OtherNo warnings★ 72↓ —
- doc-link-auditRtur2003/Claude-Code-Promts-SkillsUse before publishing documentation, merging a docs PR, or reporting a Markdown-heavy repo's navigation as complete — when you want ground-truth confirmation that internal links, heading anchors, and directory links resolve, without opening every file yourself.OtherNo warnings★ 56↓ —Also in 1 other repo
- atac-seqBioTender-max/awesome-bio-agent-skillsATAC-seq processing with assay QC, MACS3 peak calling, consensus peak matrices, differential accessibility, and motif or footprint follow-up.OtherNo warnings★ 215↓ —
- ca-releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —
deepchem
BioTender-max/awesome-bio-agent-skills
OtherUpdated Jul 1, 2026
From the author
Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc.
Install
npx skills add BioTender-max/awesome-bio-agent-skills --skill deepchem -a claude-code
Installs to .claude/skills/deepchem/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Download .zip
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
What it can touch
Runs bundled scriptsUses the networkLicence: MIT
Safety checks on SKILL.md
- Ships scripts we have not reviewedLow
Why 74
Security85
Provenance68
Maintenance70
Licence100
Adoption39
Files (6)
- SKILL.md
- references/api_reference.md
- references/workflows.md
- scripts/graph_neural_network.py
- scripts/predict_solubility.py
- scripts/transfer_learning.py