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.
46,092 skills from 2,198 repositories · updated 16 minutes ago
9,543 skills
- 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↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- elf-inspectionOutlineDriven/outline-driven-developmentUse when examining ELF binaries with readelf, objdump, nm, or ldd: dependencies, symbols, sections, relocations, build IDs, or hardening, or when enabling RELRO, PIE, stack canaries, FORTIFY_SOURCE, CET, CFI, or seccomp filters, or checking a binary with checksec. Not for modifying binaries: use binutils. Not for runtime sanitizer builds: use sanitizers.OtherNo warnings★ 55↓ —
- matlab-discover-clustersmatlab/matlab-agentic-toolkitDiscover MATLAB Parallel Computing Toolbox clusters on the network and in the cloud, and manage their profiles — list, inspect, import, export, set default, validate, and delete. Use whenever the user asks what parallel computing resources, clusters, or cluster profiles they have or can use — e.g. "what parallel resources do I have", "show my cluster profiles", "list clusters", "what clusters can I run on", "where can I submit jobs" — and for any work with parcluster, parallel.listProfiles, parallel.defaultProfile, MJS / Generic / HPC Server / MJSComputeCloud clusters, .mlsettings files, or profile validation. Does NOT cover job submission, parpool, or parfor.OtherNo warnings★ 1.2K↓ —
- sparse-autoencoder-trainingKalarisLabs/research-agent-skillsProvides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.OtherNo warnings★ 76↓ —
- zig-compilerOutlineDriven/outline-driven-developmentUse when invoking zig directly: build-exe, build-lib, optimize modes, zig cc as a C compiler, emit flags, ast-check, fmt, or a Zig compile error. Not for build.zig projects: use zig-build-system.OtherNo warnings★ 55↓ —
- cpp-templatesOutlineDriven/outline-driven-developmentUse when a C++ template error needs decoding, a template needs a concept or requires-clause instead of SFINAE, or template instantiation is slowing compilation. Not for C++20 modules: use cpp-modules.OtherNo warnings★ 55↓ —
- rustc-basicsOutlineDriven/outline-driven-developmentUse when selecting RUSTFLAGS, configuring Cargo profiles, tuning release builds, reading assembly or MIR output, understanding monomorphization, or diagnosing compilation errors.OtherNo warnings★ 55↓ —
- history-healthOutlineDriven/outline-driven-developmentUse when a user asks to audit what recall fed agents. Not for source or remote-system changes.OtherNo warnings★ 55↓ —
- strace-ltraceOutlineDriven/outline-driven-developmentUse when a binary misbehaves without crashing and the question is which file, socket, syscall, or library call fails: strace for syscalls, ltrace for library calls. Not for stepping: use gdb.OtherNo warnings★ 55↓ —
- openocd-jtagOutlineDriven/outline-driven-developmentUse when configuring OpenOCD for a JTAG or SWD target, flashing through it, attaching GDB to a bare-metal MCU, or setting hardware breakpoints and watchpoints. Not for probe-rs: use embedded-rust.OtherNo warnings★ 55↓ —
- eli5naveedharri/benai-skillsExplain a topic like I'm a 5 year old. Use when the user types /eli5 [topic] or asks for a dead-simple picture explainer of how something works.OtherNo warnings★ 76↓ —Also in 2 other repos
- plain-koreanOutlineDriven/outline-driven-developmentUse when Plain English·Plain Language 원칙으로 한국어 작성·교정·검토, 쉽게 써 줘·명확하게 고쳐 줘·관료적인 표현 줄이기·쉬운 한국어/plain Korean·독자 중심 설명문·이메일·공지·README용, 의미·조건·전문용어 보존, 엄격 통제·절차는 ste-korean 우선, 원문보존·맞춤법만 요청 시 문체 유지OtherNo warnings★ 55↓ —
- propose-issueOutlineDriven/outline-driven-developmentUse when the user asks to propose an issue, file or open a bug report, or turn a reported defect into a tracked issue. Not for fixing the defect, triaging existing issues, or reviewing PRs.OtherNo warnings★ 55↓ —
- infographic-oldnaveedharri/benai-skillsBasic infographic generator. Just tell me what you want and I'll make it.OtherNo warnings★ 76↓ —Also in 1 other repo
- weights-and-biasesKalarisLabs/research-agent-skillsLogs 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.OtherNo warnings★ 76↓ —
- evolving-ai-agentsKalarisLabs/research-agent-skillsProvides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self-improving agents, optimizing agent prompts and skills against benchmarks, or implementing automated agent evaluation loops.OtherNo warnings★ 76↓ —
ScalePad Backup Radar
WYRE-AI/msp-claude-plugins
OtherUpdated 2 days ago
From the author
ScalePad Backup Radar, the read-only backup monitoring surface: per-client backup health records and backup device inventory, in regions us and eu.
Install
npx skills add WYRE-AI/msp-claude-plugins --skill 'ScalePad Backup Radar' -a claude-code
Installs to .claude/skills/ScalePad-Backup-Radar/ · 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: APACHE-2.0
Safety checks on SKILL.md
No warnings.
Why 82
Security100
Provenance60
Maintenance100
Licence100
Adoption31
Files (1)
- SKILL.md