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
2,430 results · page 56 of 81
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deal-pricingSkillMonitoring & ops
Design pricing strategy and packaging — tiers, value metrics, enterprise pricing, freemium design, and pricing page copy. Use when asked to "design our pricing", "should we change our price", "how do we package the product", or "what should we charge enterprise".
Ready to connect★ 71
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diagnostics-systemSkillMonitoring & ops
Use when modifying the diagnostics scan pipeline, ScanRequest/ScanReport types, ProbeTask families, ripdpi-monitor-engine / ripdpi-diagnostics-* crates, strategy-probe candidates, the diagnostics catalog (packs/profiles), wire-schema contracts between Rust and Kotlin, DIAGNOSTICS_ENGINE_SCHEMA_VERSI
Ready to connect★ 71
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distributed-loggingSkillMonitoring & ops
This skill should be used when the user designs "distributed logging", "log aggregation", "centralized logs", an "ELK" or "EFK" stack, "log shipping", "structured logging", a "correlation ID" or "trace ID" in logs, "log retention", or "high-volume log ingest". It gives the collect → buffer → ship →
Ready to connect★ 71
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dns-attacksSkillMonitoring & ops
DNS Attacks exploit the Domain Name System protocol for reconnaissance, spoofing, tunneling, and data exfiltration. DNS is a foundational infrastructure service that is frequently misconfigured, poorly monitored, and trusted by default -- making it an ideal attack vector.
Ready to connect★ 71
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drift-alertSkillMonitoring & ops
Design drift alerts and escalation — thresholds, runbooks, and retrain triggers. Use when asked to "alert on model drift", "when should we retrain", or "write a drift escalation runbook".
Ready to connect★ 71
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drift-monitorSkillMonitoring & ops
Design a drift monitoring system for a production ML model. Use when asked to "monitor this model in production", "detect data drift", or "set up ML monitoring".
Ready to connect★ 71
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drift-reconSkillMonitoring & ops
Audit existing ML monitoring — find gaps in drift coverage and missing alerts. Use when asked to "audit our ML monitoring", "are our models monitored", or "find drift coverage gaps".
Ready to connect★ 71
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eval-designSkillMonitoring & ops
Design an A/B test — power analysis, randomization, and success metrics. Use when asked to "design an A/B test", "how many users do we need", or "run a power analysis".
Ready to connect★ 71
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evals-regressSkillMonitoring & ops
Build automated regression suites — golden sets, threshold alerting, CI integration for model changes. Use when asked to "catch model regressions in CI", "build a golden set", or "automate eval regression".
Ready to connect★ 71
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finop-reconSkillMonitoring & ops
Survey existing cloud cost controls — tagging coverage, alerting, and FinOps maturity. Use when asked to "audit our cost controls", "is our tagging complete", or "assess our FinOps maturity".
Ready to connect★ 71
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logging-monitoringSkillMonitoring & ops
Security logging and monitoring deficiencies (OWASP A09:2021) refer to applications failing to properly record security events or lacking effective monitoring, resulting in attacks going undetected, malicious activities being untraceable.
Ready to connect★ 71
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analytical-methodsSkillMonitoring & ops
Spectroscopy, chromatography, titration, elemental analysis, X-ray crystallography, and mass spectrometry for chemical identification and quantitation. Covers UV-Vis and IR spectroscopy, NMR fundamentals, gas and liquid chromatography, gravimetric and volumetric analysis, diffraction methods, separa
Ready to connect★ 70
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ethics-governanceSkillMonitoring & ops
Bias detection and mitigation, fairness metrics, privacy frameworks, consent models, transparency requirements, and accountability structures for data science practice. Covers algorithmic bias sources, disparate impact testing, differential privacy, GDPR principles, model cards, datasheets for datas
Ready to connect★ 70
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execution-grounded-selectionSkillMonitoring & ops
Pick among candidate outputs (code, configs, plans) by running them on diverse inputs and clustering by behavioural fingerprint, rather than by textual aggregation or log-probability. Activates when an executor returns multiple plausible candidates that need disambiguation, when output-majority voti
Ready to connect★ 70
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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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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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contractor-trackingSkillMonitoring & ops
Monitor 1099 contractor payments and flag $600 threshold.
Ready to connect★ 68
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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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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★ 68
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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★ 68
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model-compareSkillMonitoring & ops
Blind side-by-side multi-model comparison. Send one prompt to 2-4 models simultaneously, present responses anonymously (Model A / B / C / D), let the user pick a winner, then reveal identities and show which model won. Supports custom evaluation criteria, synthesis of responses, and vote history log
Ready to connect★ 65
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monthly-digestSkillMonitoring & ops
Generate a monthly financial summary with metrics, trends, and anomalies.
Ready to connect★ 68
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.
54,764 of the 55,196 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.