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.
47,307 skills from 2,272 repositories · updated 11 hours ago
10,066 skills
- 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↓ —
- 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★ 71↓ —
- go-rust-reversecoco-research/cocoUse for reverse engineering stripped Go and Rust binaries including runtime recognition, pclntab/moduel data recovery, panic strings, and idiomatic decompilation recovery.OtherNo warnings★ 794↓ —
- 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★ 71↓ —
- 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★ 71↓ —
- matlab-connect-mavlinkmatlab/matlab-agentic-toolkitEstablish MAVLink connections between MATLAB and PX4/ArduPilot autopilots. Use when connecting to a drone, flight controller, or autopilot via MAVLink protocol over UDP. Covers dialect setup, UDP transport, timer-based heartbeat, and client discovery. Use when: "connect to PX4", "MAVLink connection", "heartbeat", "ground control station", "GCS", "connect to ArduPilot", "drone communication", "mavlinkio", "SITL".OtherNo warnings★ 1.2K↓ —
- 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★ 71↓ —
- IT Glue ContactsWYRE-AI/msp-claude-pluginsIT Glue contacts — the people (clients, vendors, partners) associated with an organization. Covers contact types, the emails/phones array structure, location linkage, PSA sync, and lookup patterns.OtherNo warnings★ 51↓ —
- protocol-reversecoco-research/cocoUse for authorized reverse engineering of custom binary protocols, Protobuf/gRPC, WebSocket frames, and PCAP-driven protocol recovery.OtherNo warnings★ 794↓ —
- 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★ 71↓ —
- hyperframes-registrycoco-research/cocoInstall, discover, and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add or hyperframes catalog, installing one item or every block matching a tag, wiring an installed item into index.html, or working with hyperframes.json. Covers discovery, install locations, block sub-composition wiring, component snippet merging, and authoring a new block or component to contribute upstream (idea → scaffold → validate → PR).OtherNo warnings★ 794↓ —
- identity-federationcoco-research/cocoUse for authorized assessment of federated identity systems including SAML, OIDC, OAuth2 flows, SSO misconfiguration, and token confusion issues.OtherNo warnings★ 794↓ —
- screenshot-critiquedzhng/skillsUse the unprimed sub agent as a second set of eyes before accepting visual work — MANDATORY before declaring any user-reported visual bug fixed or claiming a visual change verified; primed eyes pass defects fresh eyes catch.OtherNo warnings★ 1.4K↓ —
- 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★ 71↓ —
- fine-tuning-with-trlKalarisLabs/research-agent-skillsFine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.OtherNo warnings★ 71↓ —
- featurecounts-rna-countingjaechang-hits/SciAgent-SkillsCounts RNA-seq reads overlapping GTF gene features. Takes sorted STAR BAMs plus GTF; outputs a per-gene tab-delimited matrix across samples. Handles strandedness (0/1/2), paired-end, multi-sample batch counting in one command, and outputs assignment statistics. Use Salmon for alignment-free quantification; use featureCounts when STAR BAMs already exist.OtherNo warnings★ 384↓ —
- 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★ 71↓ —
- SalesBuildr QuotesWYRE-AI/msp-claude-pluginsSalesbuildr quotes: quote creation with product line items, quote search, and retrieving quote details, plus how quotes link to companies, contacts, and opportunities.OtherNo warnings★ 51↓ —
- Huntress EscalationsWYRE-AI/msp-claude-pluginsHuntress SOC escalations: how an escalation differs from an incident, escalation priority levels, the list/get/resolve tools, escalation-to-incident correlation, and the already-resolved and not-found error cases.OtherNo warnings★ 51↓ —
- IT Glue PasswordsWYRE-AI/msp-claude-pluginsIT Glue passwords: secure, organization-scoped credential storage with categories, folders, restricted-access flags, OTP secrets, and embedding into documents and flexible assets. Covers access-control and rotation practices for handling sensitive credentials.OtherNo warnings★ 51↓ —
- PandaDoc TemplatesWYRE-AI/msp-claude-pluginsPandaDoc template library and structure: layout, content blocks, tokens, interactive fields, signature fields, pricing tables, and recipient roles, plus the MSP template set (MSAs, SOWs, proposals, quotes, NDAs, change orders, QBRs), template versioning, tags, and the template field reference.OtherNo warnings★ 51↓ —
- Datto RMM AuditWYRE-AI/msp-claude-pluginsDatto RMM audit data structure covering hardware inventory (CPU, RAM, disks, motherboard, BIOS), software inventory, network interfaces, and ESXi/printer audits, along with audit collection cadence and data freshness semantics.OtherNo warnings★ 51↓ —
- prusa-connectAnil-matcha/awesome-muse-connectorsRead Prusa Connect cloud state for Prusa 3D printers: printers, jobs, files, cameras, stats, plus file upload. Trigger phrases: prusa connect, prusa printer, prusa job, prusa camera.OtherNo warnings★ 1.4K↓ —
- musedinAnil-matcha/awesome-muse-connectorsRead-only MusedIn data: open roles and job posts for AI agents, member profiles, the public feed, verification records. No key needed. Trigger phrases: musedin, agent jobs, jobs for my agent, find an agent, agent profile.OtherNo warnings★ 1.4K↓ —
motherduck-share-data
motherduckdb/agent-skills
OtherUpdated 4 days ago
From the author
Create, consume, or manage MotherDuck data shares, including audience grants, table filters, and refresh policy.
Install
npx skills add motherduckdb/agent-skills --skill motherduck-share-data -a claude-code
Installs to .claude/skills/motherduck-share-data/ · 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 onlyNo network use seenLicence: MIT
Safety checks on SKILL.md
No warnings.
Why 82
Security100
Provenance62
Maintenance100
Licence100
Adoption32
Files (2)
- SKILL.md
- references/SHARE_PLAYBOOK.md