Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: Monitoring & ops
2,408 results · page 56 of 81
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metal-shader-expertSkillMonitoring & ops
20 years Weta/Pixar experience in real-time graphics, Metal shaders, and visual effects. Expert in MSL shaders, PBR rendering, tile-based deferred rendering (TBDR), and GPU debugging. Activate on 'Metal shader', 'MSL', 'compute shader', 'vertex shader', 'fragment shader', 'PBR', 'ray tracing', 'tile
Ready to connect★ 70
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obs-alertsSkillMonitoring & ops
Show active alerts and their resolution steps. Use this skill whenever the user asks about alerts, wants to know if anything is broken or firing, asks about Alertmanager state, mentions alert silences, or wants to troubleshoot a specific alert like OTelCollectorDown, LokiDown, HighSessionCost, or Se
Ready to connect★ 70
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openstack-networking-debugSkillMonitoring & ops
OpenStack networking debug operations skill for SDN troubleshooting, packet tracing, and flow analysis. Covers OVS/OVN debugging (ovs-vsctl, ovs-ofctl, ovs-appctl, ovn-nbctl, ovn-sbctl, ovn-trace), security group analysis via OVS flow rules and conntrack, DHCP troubleshooting through namespace inspe
Ready to connect★ 70
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reactions-stoichiometrySkillMonitoring & ops
Balancing chemical equations, reaction classification, stoichiometric calculations, acid-base chemistry, oxidation-reduction (redox) reactions, and thermochemistry. Covers conservation of mass, mole ratios, limiting reagents, percent yield, Bronsted-Lowry and Lewis acid-base theory, pH calculations,
Ready to connect★ 70
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reliability-engineering-cloudSkillMonitoring & ops
Reliability engineering for cloud systems — SLIs, SLOs, error budgets, SRE practices, runbooks, incident response, on-call rotation, blameless postmortems, chaos engineering, and the NASA Systems Engineering methodology (MCR/SRR/PDR/CDR/ORR phase gates, TAID verification, requirements tracing) adapt
Ready to connect★ 70
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runbook-generatorSkillMonitoring & ops
Guidance for generating OpenStack runbooks with dual task/symptom indexing following NASA procedure standards. Use when creating incident response procedures, operational runbooks, or troubleshooting guides that must be verified against running infrastructure.
Ready to connect★ 70
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session-observatory-liveSkillMonitoring & ops
Conversational guide for using tools/session-retro/observe.mjs to capture friction, wins, corrections, decisions, gaps, tool-use, and checkpoints as they happen during a session. Use at session start (to kick off the log), at inflection points (to record events), and at session end (to archive and f
Ready to connect★ 70
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trace-to-skill-inducerSkillMonitoring & ops
Use when you have captured session evidence — session-retro / session- observatory-live traces in .planning/patterns/, tool logs, correction records — and want to induce a reusable skill from it. Segments the traces into candidate skill units (an LLM judgment, not a deterministic parse) and decompos
Ready to connect★ 70
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xcodebuildmcpSkillMonitoring & ops
Official skill for XcodeBuildMCP. Use when doing iOS/macOS/watchOS/tvOS/visionOS work (build, test, run, debug, log, UI automation).
Ready to connect★ 70
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contractor-trackingSkillMonitoring & ops
Monitor 1099 contractor payments and flag $600 threshold.
Ready to connect★ 69
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generate-reportSkillMonitoring & ops
Generate a comprehensive summary report of the latest experiment including metrics, plots, and comparison with baseline. Use this after training and evaluation to create a shareable experiment summary.
Ready to connect★ 68
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job-supervisionSkillMonitoring & ops
Launches and supervises long-running commands — solves, workflows, downloads, builds — detached with a log, PID and exit sentinel, then tells stuck from slow and kills verifiably. Use before running anything that may exceed a minute, for nohup or background launches, and when a run hangs, shows no o
Ready to connect★ 69
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monthly-digestSkillMonitoring & ops
Generate a monthly financial summary with metrics, trends, and anomalies.
Ready to connect★ 69
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gtm-domain-librarySkillMonitoring & ops
Go-to-market domain knowledge for consumer marketplace, membership, subscription and AI-feature products: sharpening an ICP until it excludes someone, running a real user-interview panel, differentiating when the capability is rentable, launch-post anatomy, the value-metric pricing tree, the four-pa
Ready to connect
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initSkillMonitoring & ops
Set up this plugin on this machine, the one-time, gated setup for the only thing here that writes anything outside your project (an optional local event log), plus the one optional integration this plugin can be connected to (read-only issue-tracker reads). Use when the user says "set up the plugin"
Ready to connect
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pm-verify-release-v1SkillMonitoring & ops
Post-release acceptance verification, grade a shipped release against the spec that promised it. Use when someone says "verify the release", "did the release meet its acceptance scenarios", "post-release verification", "execute the measurement plan", "week-one metrics check", or hands a shipped scop
Ready to connect
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review-open-prsSkillMonitoring & ops
Audit open GitHub pull requests in this TGOSKits repository, find PRs not authored by the current user that need their review, classify continuous integration status as pending, skipped, success, or failure based on the current exact commit's tasks, steps, and logs, skip routine local verification,
Ready to connect★ 68
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review-single-prSkillMonitoring & ops
Review a specified GitHub pull request in this TGOSKits repository. Applies when the user provides a pull request number or URL and asks for a review or re-review; first analyze the CI tasks and logs of the current exact commit, hold off on pull requests that still have related tasks running, skip p
Ready to connect★ 68
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simulation-orchestratorSkillMonitoring & ops
Orchestrate multi-simulation campaigns — generate parameter sweep configurations (grid, linspace, or Latin Hypercube sampling), initialize and track batch job campaigns, monitor job completion status, and aggregate results with summary statistics across all runs. Use when running a parameter study a
Ready to connect★ 68
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alterlab-medchemSkillMonitoring & ops
Applies medicinal-chemistry filters with the medchem library — drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, and molecular complexity metrics for compound prioritization and library cleanup. Use when filtering or triaging a compound library, flagging PAINS or reactive grou
Ready to connect★ 67
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alterlab-neuropixelsSkillMonitoring & ops
Analyze Neuropixels 1.0/2.0 extracellular electrophysiology with SpikeInterface — load SpikeGLX/Open Ephys recordings, preprocess and motion-correct, run Kilosort4 spike sorting, compute quality metrics, apply Allen/IBL curation, and do AI-assisted visual inspection. Use when working with neural rec
Ready to connect★ 67
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alterlab-pytorch-lightningSkillMonitoring & ops
Scalable deep-learning training with PyTorch Lightning — organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, build data pipelines and callbacks, log to W&B or TensorBoard, and run distributed training (DDP, FSDP, DeepSpeed). Use when structuring PyTorch training loops,
Ready to connect★ 67
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alterlab-rfdiffusionSkillMonitoring & ops
Generate de-novo protein backbones with RFdiffusion (Watson 2023) — a diffusion model for unconditional monomer generation, motif scaffolding, binder design against a target, and symmetric oligomers. Use when generating a new protein backbone from scratch, scaffolding a functional motif into a fold,
Ready to connect★ 67
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alterlab-scikit-bioSkillMonitoring & ops
Analyze biological data with scikit-bio — sequence analysis and alignments, phylogenetic trees, alpha/beta diversity metrics (including UniFrac), ordination (PCoA), PERMANOVA statistics, and FASTA/Newick I/O. Use for microbiome and community-ecology analysis — computing diversity, distance matrices,
Ready to connect★ 67
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alterlab-social-science-methodsSkillMonitoring & ops
Guides advanced social science research methods — discourse analysis (Fairclough CDA, Gee), conversation analysis, quantitative content analysis, Qualitative Comparative Analysis (QCA), process tracing, archival research, participatory/community-based research (PAR, CBPR), Delphi and Q methodology,
Ready to connect★ 67
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alterlab-statsmodelsSkillMonitoring & ops
Statistical modeling in Python with statsmodels — OLS, GLM, mixed models, and ARIMA with detailed diagnostics, residuals, and inference. Use when fitting specific model classes for econometrics, time series, or rigorous inference with coefficient tables and confidence intervals. For guided statistic
Ready to connect★ 67
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alterlab-torch-geometricSkillMonitoring & ops
Graph Neural Networks with PyTorch Geometric (PyG) — node and graph classification, link prediction, GCN, GAT, and GraphSAGE layers, heterogeneous graphs, and molecular property prediction. Use when building or training GNNs for geometric deep learning on graph-structured data. Part of the AlterLab
Ready to connect★ 67
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alterlab-umapSkillMonitoring & ops
Nonlinear dimensionality reduction with UMAP — fast manifold learning for 2D/3D visualization, clustering preprocessing (e.g., HDBSCAN), and supervised or parametric UMAP. Use when projecting high-dimensional data to low dimensions for visualization, embedding generation, or as a preprocessing step
Ready to connect★ 67
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ce-strategySkillMonitoring & ops
Create or maintain STRATEGY.md - the product's target problem, approach, users, key metrics, and tracks of work. Use when starting a new product, updating direction, or when prompts like 'write our strategy', 'update the roadmap', 'what are we working on', or 'set up the strategy doc' come up. Also
Ready to connect★ 67
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dev-allSkillMonitoring & ops
Orchestrate the /dev methodology across ALL phases of a feature spec via a background ultracode run, one fresh agent per bounded (sub-)phase, sequentially. Handles the DB migration itself, splits oversized phases, monitors progress, recovers from agent overruns, independently certifies each block, a
Ready to connect★ 67
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
53,585 of the 54,017 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.