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.
46,100 skills from 2,198 repositories · updated 26 minutes ago
9,541 skills
- simulink-linearizematlab/simulink-agentic-toolkitLinearize Simulink models. Use when obtaining linear time invariant or linear parameter varying models from Simulink models.OtherNo warnings★ 1.3K↓ —
- mlflowKalarisLabs/research-agent-skillsTracks machine learning experiments and manages model lifecycles with MLflow, covering mlflow.log_param, log_metric and log_artifact, autologging for scikit-learn, PyTorch Lightning, XGBoost and HuggingFace Transformers, the Model Registry with versions and stage transitions, run searching, and local or cloud model serving. Use when logging parameters, metrics and artifacts for training runs, comparing runs across experiments, registering and promoting model versions from Staging to Production, serving a logged model for inference, or reproducing an experiment from an MLflow project. Not for hyperparameter-sweep dashboards or general data versioning; use a dedicated tool for those.OtherNo warnings★ 76↓ —
- ray-trainKalarisLabs/research-agent-skillsDistributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models across multiple machines or running distributed hyperparameter sweeps.OtherNo warnings★ 76↓ —
- gsd-audit-milestonecoco-research/cocoUse before archiving a milestone, or when the user asks whether a milestone met its definition of done. Aggregates phase VERIFICATION.md files, tech debt and deferred gaps, then runs a cross-phase integration check.OtherNo warnings★ 795↓ —
- ca-tribunalarbiterForge/codeArbiterRun an opt-in deep codebase audit with persisted findings. Confirm cost before dispatch; filing and telemetry need separate approval.OtherNo warnings★ 149↓ —
- slime-rl-trainingKalarisLabs/research-agent-skillsProvides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling.OtherNo warnings★ 76↓ —
- qdrant-vector-searchKalarisLabs/research-agent-skillsHigh-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.OtherNo warnings★ 76↓ —
- Axcient ClientsWYRE-AI/msp-claude-pluginsAxcient x360Recover clients: the health_status model, client_code, the three-way protected-system counter breakdown (appliance_based, d2c, cloud_archive), and minting direct-to-cloud agent enrollment tokens.OtherNo warnings★ 52↓ —
- torchforge-rl-trainingKalarisLabs/research-agent-skillsProvides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.OtherNo warnings★ 76↓ —
- tribunalarbiterForge/codeArbiterRun an opt-in deep codebase audit with persisted findings. Confirm cost before dispatch; filing and telemetry need separate approval.OtherNo warnings★ 149↓ —
- evaluating-llms-harnessKalarisLabs/research-agent-skillsEvaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.OtherNo warnings★ 76↓ —
- custom-enginealibaba/skill-upAn evaluation and evolution tool for Agent Skills.OtherNo warnings★ 1.4K↓ —
- Strix•开放重定向asdfgh1445/ctf-super-hubStrix 开放重定向测试手册,覆盖钓鱼跳转、OAuth 令牌窃取与白名单绕过;触发名:strix-open-redirectOtherNo warnings★ 840↓ —
- mcp-vodsaahl/skills用于追剧/追番的技能，为AI提供搜索影视播放地址的能力，并支持在小米电视上直接播放。当用户想搜索影视、动漫、短剧、综艺等节目信息或更新进度时使用此技能。OtherNo warnings★ 164↓ —
- find-skillsnaveedharri/benai-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.OtherNo warnings★ 76↓ —Also in 2 other repos
- lock-decisiondrobins25/craftThis skill should be used when the user says "lock it", "go with that", "approved", "that's the standard", or explicitly establishes a project-wide pattern like "from now on all forms should use this approach". Formalizes approved decisions into locked standards that the system enforces going forward. Not needed for story-scoped decisions — only for project-wide patterns.OtherNo warnings★ 70↓ —
- skypilot-multi-cloud-orchestrationKalarisLabs/research-agent-skillsMulti-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or optimize GPU costs across providers.OtherNo warnings★ 76↓ —
- muyang-white-coutureyokel1121/muyang-illustration-skills风格包含：柔纱纯白插画、华丽银灰插画。用于收集用户指定的主体和具体风格，将主体原样填入对应固定配方并直接生成图片；不得展示提示词、扩写或改写。OtherNo warnings★ 213↓ —
- trajectory-analysisawslabs/hcls-agent-skillsSingle-cell trajectory inference pipeline covering diffusion pseudotime (DPT), PAGA, RNA velocity with scVelo, and fate mapping with CellRank. Use when the user mentions pseudotime, trajectory, lineage, differentiation, RNA velocity, scVelo, CellRank, PAGA, diffusion map, fate probabilities, terminal states, spliced/unspliced, velocyto, order cells by development, cell differentiation path, cell fate, branching analysis, monocle, developmental trajectory, stem cell differentiation, progenitor to mature, how do cells differentiate, cell lineage tree, velocity arrows, fate mapping, transition probabilities, root cells, terminal states, absorption probabilities, or latent time.OtherNo warnings★ 68↓ —
- devexpress-winforms-tab-controlDevExpress/agent-skillsExpert skill for the DevExpress WinForms XtraTabControl (DevExpress.XtraTab, DevExpress.Win.Navigation NuGet). Build tabbed UIs that organize controls into pages — add/remove XtraTabPage pages via the TabPages collection, populate pages, position and orient headers (HeaderLocation, HeaderOrientation), wrap headers into rows (MultiLine), show Prev/Next/Close header buttons (HeaderButtons) and per-page Close buttons (ClosePageButtonShowMode), respond to selection (SelectedPageChanged/SelectedPageChanging) and close (CloseButtonClick) events, hide headers for wizard-style navigation (ShowTabHeader), add header icons (XtraTabPage.ImageOptions), and add custom header buttons (CustomHeaderButtons). Use when a user asks about WinForms tab control, tabbed pages, XtraTabControl, XtraTabPage, tab headers, closable tabs, tab navigation, or organizing controls into pages on a form. For MDI/document interfaces use DocumentManager or XtraTabbedMdiManager instead.OtherNo warnings★ 66↓ —
- Board HygieneWYRE-AI/msp-claude-pluginsBoard-wide ticket maintenance, distinct from working any single ticket: stale-ticket detection with per-status staleness thresholds, the Waiting-on-Client rot case and its three valid resolutions, duplicate/related-ticket detection signals and safe linking, and technician queue-balance assessment weighted by more than raw ticket count.OtherNo warnings★ 52↓ —
- distributed-llm-pretraining-torchtitanKalarisLabs/research-agent-skillsProvides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and distributed checkpointing.OtherNo warnings★ 76↓ —
- runZero AssetsWYRE-AI/msp-claude-pluginsThe runZero asset inventory: searching and browsing assets, asset attributes, OS fingerprinting, hardware details, and network interfaces.OtherNo warnings★ 52↓ —
- tech-lead-demoYlsssq926/relic.skillThe Relic of a retiring engineering lead — judgment, intuition, and the way he taught people, kept after the person left the building. 一位退休技术主管的「专家 Relic」：人离开了公司，判断逻辑、经验直觉和带人的方式留下来。OtherNo warnings★ 73↓ —
qdrant-vector-search
KalarisLabs/research-agent-skills
OtherUpdated 4 days ago
From the author
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.
Install
npx skills add KalarisLabs/research-agent-skills --skill qdrant-vector-search -a claude-code
Installs to .claude/skills/qdrant-vector-search/ · 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
Instructions onlyUses the networkLicence: MIT
Safety checks on SKILL.md
No warnings.
Why 82
Security100
Provenance62
Maintenance100
Licence100
Adoption32
Files (4)
- SKILL.md
- references/advanced-usage.md
- references/rag-integration.md
- references/troubleshooting.md