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.
46,103 skills from 2,198 repositories · updated 2 minutes ago
9,544 skills
- dedup-skillsOutlineDriven/outline-driven-developmentUse when asked to deduplicate a skill tree, fold overlapping skills, or cut the skill count: analyze, gate per family, then fold. Not for prompt-doctrine cascades: use cascade-dedup.OtherNo warnings★ 55↓ —
- issue-triageOutlineDriven/outline-driven-developmentUse when a human invokes triage on a new configured Slack issue report. Not for triaging reports from other channels or posting more than one verdict.OtherNo warnings★ 55↓ —
- beat-hintermann-taa-perspectiveswaylq/master-skillBeat Hintermann (Kantonsspital Baselland, Switzerland) 视角. 踝关节置换 (TAA) HINTEGRA 假体设计师 + 20 年长期 follow-up 数据 + Patient selection 派. 调用此 skill 时, 用 Hintermann 框架做终末期踝关节炎 / 置换 vs 融合 / 长期 follow-up 决策.OtherNo warnings★ 174↓ —Also in 1 other repo
- Xero ContactsWYRE-AI/msp-claude-pluginsXero contacts (customers and suppliers): contact fields, addresses and phones, contact groups, status values and read-only balances, plus MSP client onboarding, offboarding, and PSA cross-referencing patterns.OtherNo warnings★ 52↓ —
- arthashgraph-online/awesome-codex-pluginsMake game and app art using the official fal MCP, studio art direction, local capture and asset checks.OtherNo warnings★ 1.4K↓ —
- apphashgraph-online/awesome-codex-pluginsMake or change a Homie app: one morphing screen, roles and reusable parts, live across phones, wall screens, kiosks and staff tablets. Use for customer apps, venue screens, queues, workshop boards and cause dashboards in a studio with studio.json. Apps use the same engines, rooms, parts and standalone builds as games, without compulsory rounds, scores, bots or players.OtherNo warnings★ 1.4K↓ —
- fix-p0-issuesOutlineDriven/outline-driven-developmentUse when the user asks to fix P0s, address critical issues, or work on priorities from the weekly product briefing. Don't use for non-P0 issues or local bug fixes.OtherNo warnings★ 55↓ —
- reachai-onboardingw8123/EnterpriseAgentFrameworkIntegrate Java business systems with ReachAI SDK registration, instance heartbeat, gateway/embed access, and business capability source sync. Use when asked to connect a Spring Boot service to ReachAI, add reachai-capability-sdk or reachai-spring-boot2-starter, configure reachai.registry/reachai.project/reachai.capability, prepare @ReachCapability declarations, or verify SDK onboarding from a ReachAI manifest.OtherNo warnings★ 977↓ —
- post-to-slackOutlineDriven/outline-driven-developmentUse when the user explicitly asks to share a message on Slack through an incoming webhook. Not for posting without an explicit request or for retrying an ambiguous delivery.OtherNo warnings★ 55↓ —
- seed-casebookOutlineDriven/outline-driven-developmentUse when a user opens a build cycle in a repo with an iteration convention and wants the casebook seeded with real content. Not for ongoing triage or multi-repo setup.OtherNo warnings★ 55↓ —
- cost-reductionOutlineDriven/outline-driven-developmentUse when a measured cost surface needs one-change-at-a-time reduction under frozen guardrails. Not for speed-only optimization: use optimize.OtherNo warnings★ 55↓ —
- feedback-sweepOutlineDriven/outline-driven-developmentUse when asked to /feedback-sweep [setup|reconfigure] [mode:non-interactive]. Not for pattern discovery: use feedback-pattern-sweep.OtherNo warnings★ 55↓ —
- agent-builderAlekseiUL/sprut-agent-kitСоздаёт полноценных persistent skill-агентов с собственной памятью, system prompt-ом и data-файлами. Автоматизирует создание агентов как у OpenClaw (Doctor, AutoMechanic и т.д.).OtherNo warnings★ 65↓ —
- history-recallOutlineDriven/outline-driven-developmentUse when a user requests the reasoning behind one matched session by query or handle. Not for peer transfer: use history-sync. Not for store registration: use history-source-registry.OtherNo warnings★ 55↓ —
- fact-checkernaveedharri/benai-skillsSystematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.OtherNo warnings★ 76↓ —Also in 2 other repos
- rhythmic-tasteOutlineDriven/outline-driven-developmentUse when the user says "give this rhythm", "vary the structure", or "the sections all read the same". Not for judging an artifact's overall taste: use taste.OtherNo warnings★ 55↓ —
- buzzword-hijackOutlineDriven/outline-driven-developmentUse when a user wants to choose and execute a bounded positioning move that rides a jargon wave. Not for describing the jargon weather of a domain: use buzzword-analysis.OtherNo warnings★ 55↓ —
- cybernetic-loopOutlineDriven/outline-driven-developmentUse when the caller supplies a falsifiable out-of-happy-path invariant and a finite budget. Restores via bounded patches or reverts. Not for normal feature delivery or universal retries.OtherNo warnings★ 55↓ —
- domain-modelingOutlineDriven/outline-driven-developmentUse when pinning down domain terminology, maintaining the domain model, or when a term conflicts or needs sharpening.OtherNo warnings★ 55↓ —
- cargo-workflowsOutlineDriven/outline-driven-developmentUse when managing Cargo workspaces, feature flags, build scripts, CI caching, dependency auditing, or Cargo.lock with Rust.OtherNo warnings★ 55↓ —
- rust-profilingOutlineDriven/outline-driven-developmentUse when profiling Rust binaries with flamegraphs, cargo-bloat, cargo-llvm-lines, Criterion, perf, heaptrack, or DHAT.OtherNo warnings★ 55↓ —
- model-retuningOutlineDriven/outline-driven-developmentUse when asked to run /model-retuning to retune a skill corpus for a new model, measurement-first. Not for static audits: use deslop.OtherNo warnings★ 55↓ —
- decision-toolkitnaveedharri/benai-skillsGenerate structured decision-making tools — step-by-step guides, bias checkers, scenario explorers, and interactive dashboards. Use when facing significant choices requiring systematic analysis. Supports multiple cognitive styles and output formats.OtherNo warnings★ 76↓ —Also in 1 other repo
- gpio-baremetalOutlineDriven/outline-driven-developmentUse when configuring GPIO modes, alternate functions, pull resistors, or EXTI interrupts on STM32/nRF/ESP32-class MCUs. Not for register access rules: use mmio-and-bit-manipulation.OtherNo warnings★ 55↓ —
weights-and-biases
KalarisLabs/research-agent-skills
From the author
Logs and tracks machine learning experiments with Weights & Biases (W&B, wandb): metrics, hyperparameters, checkpoints, sweeps, artifacts with lineage, model registry, custom charts and shareable reports. Includes integrations for PyTorch, HuggingFace Transformers, PyTorch Lightning and Keras/TensorFlow. Use when logging training runs and comparing them across configurations, running automated hyperparameter sweeps, versioning datasets and models as artifacts, registering model versions, or sharing results with a team workspace. Use when setting up wandb.init for offline or unstable-connection training. Not for general data versioning outside ML runs.
Install
npx skills add KalarisLabs/research-agent-skills --skill weights-and-biases -a claude-code
Installs to .claude/skills/weights-and-biases/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
What it can touch
Safety checks on SKILL.md
No warnings.
Why 82
Files (6)
- SKILL.md
- references/artifacts.md
- references/hyperparameter-sweeps.md
- references/integration-examples.md
- references/integrations.md
- references/sweeps.md