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
2,441 results · page 80 of 82
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sota-detection-engineeringSkillMonitoring & ops
State-of-the-art detection engineering, SOC, threat hunting, and incident response (2026). Use when BUILDING detective controls or SOC capability — Sigma/YARA/Falco/Tetragon/Suricata rules, detection-as-code, MITRE ATT&CK coverage, SIEM detections, alert triage and SOAR, threat hunts, threat-intel,
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sota-ml-engineeringSkillMonitoring & ops
State-of-the-art ML engineering / MLOps rules (2026) for BUILDING and AUDITING production machine-learning systems — the training→serving→monitoring lifecycle of classical/predictive ML. Distinct from LLM apps (prompts/RAG/agents → sota-llm-engineering). Covers ML system architecture (feature stores
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sota-observabilitySkillMonitoring & ops
State-of-the-art observability and reliability engineering (2026). Use when instrumenting code (structured logging, metrics, distributed tracing with OpenTelemetry, SLOs, alerting, health endpoints) or auditing an existing codebase's observability posture (can on-call answer "why is this request slo
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yolo-trainingSkillMonitoring & ops
Use when training, fine-tuning, or validating Ultralytics YOLO models in Platform, cloud GPUs, or local code — model.train(), yolo train/val, remote metric streaming, epochs, batch, imgsz, devices, augmentation, multi-GPU, resumes, results, and fixing OOM, NaN loss, low mAP, or overfitting. For hype
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analytical-designSkillMonitoring & ops
Use when someone asks how a dashboard, report, or monitoring view should help a user understand data and act. Produces domain-model-first information architecture and a widget hierarchy for the analytical surface, not individual chart implementations. Use `interaction-design` for component behavior,
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api-testingSkillMonitoring & ops
Write and run API tests with Vitest for endpoints, middleware, and integrations. Use when testing API functionality, request/response validation, or error handling.
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br-audit-enrichmentSkillMonitoring & ops
Configure Better Route 1.1 audit events and safe enrichment. Use when logging route outcomes, authenticated identity, hashed idempotency keys, trusted client IPs, domain action metadata, or ensuring telemetry failures cannot change API behavior.
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bug-fixSkillMonitoring & ops
Use this skill when the user wants to diagnose or fix a deviation between current and intended behavior in existing code -- including requests to find the root cause, explain a CI-only failure, investigate intermittent or flaky behavior, or contain and diagnose a production incident. Triggers on "fi
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ck-build-checkSkillMonitoring & ops
Run dotnet build with compact diagnostics output to reduce token-heavy log churn.
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clonalstatsSkillMonitoring & ops
Generate comprehensive clonality statistics and diversity visualizations for TCR/BCR repertoire analysis. Quantifies clonal expansion, measures diversity metrics (Shannon, Simpson, Gini), and creates publication-ready plots.
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code-reviewSkillMonitoring & ops
Perform automated code reviews checking for security vulnerabilities, performance issues, and code quality. Use before creating PRs, when reviewing complex changes, checking for security issues, or identifying performance problems.
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component-namingSkillMonitoring & ops
Enforce consistent React component naming conventions using domain + role patterns. Use when creating, reviewing, or refactoring components.
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component-testerSkillMonitoring & ops
Run Vitest tests for a specific component with coverage. Use when making changes to React components to ensure tests pass and coverage is maintained.
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decision-archaeologySkillMonitoring & ops
Reconstruct the rationale for a past decision by walking time-ordered artifacts (commits, PRs, design docs, chat logs, internal memos). Self-contained — does not invoke `/source-map` or other research-pack skills, because the source surface is time-ordered and internal, and authority is established
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dependency-upgradeSkillMonitoring & ops
Upgrade dependencies safely using pnpm catalog, checking for breaking changes, and testing upgrades. Use when updating packages, applying security patches, upgrading major versions, resolving dependency conflicts, or modernizing tech stack.
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domain-managementSkillMonitoring & ops
Configure domain routing and DNS for sgcarstrends.com. Use when adding new services, updating domain patterns, or debugging DNS issues.
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eval-graderSkillMonitoring & ops
Measure output quality, don't vibe it: score a generative task with a two-layer grader — deterministic code metrics + per-dimension LLM-as-judge — over a fixed task set, as signed deltas vs a pinned baseline. Grades cost alongside correctness (pass-slow).
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flow-metricsSkillMonitoring & ops
Use this skill when the user asks for DORA / Flow Framework metrics over a Jira scope -- "what's our cycle time this quarter for PROJ", "give me throughput and WIP for the Foo team", "compare flow efficiency before/after the AI-pairing rollout via a cohort split", "rollup flow metrics across program
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fluentcart-integrations-jobsSkillMonitoring & ops
Builds and audits FluentCart product/global integration feeds, CRM/LMS/ webhook automations, BaseIntegrationManager providers, lifecycle-triggered provisioning, fct_scheduled_actions, Action Scheduler dispatch, retries, replay protection, logs, and maintenance jobs. Use when registering fluent_cart/
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incident-runbookSkillMonitoring & ops
Production incident response: diagnose → mitigate → resolve, then a blameless postmortem and a repeatable runbook. Stop the impact first, root cause second. Use when production is degraded or broken, and again for the postmortem afterwards.
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instrument-feature-flagsSkillMonitoring & ops
Add PostHog feature flags to gate new functionality. Use after implementing features or reviewing PRs to ensure safe rollouts with feature flag controls. Also handles initial PostHog SDK setup if not yet installed.
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integration-nextjs-app-routerSkillMonitoring & ops
PostHog integration for Next.js App Router applications
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logging-securitySkillMonitoring & ops
Keep secrets and personal data out of logs at the call site rather than relying on redaction, neutralize log and field injection, record audit events that survive, and treat log read access as data access. Use when generating logger calls or structured-logging schemas, wiring log shippers, sinks, re
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lw-firewall-management-abilitiesSkillMonitoring & ops
Manage and audit LW Firewall 1.5.6 through its options API, admin UI, WP-CLI, LW Site Manager abilities, worker controls, logs, administrator alerts, password-reset settings, and manual or automatic IP bans. Use when code or runbooks reference `wp lw-firewall`, `Options::save`, `LW_FIREWALL_*`, `lw-
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lw-firewall-password-reset-protectionSkillMonitoring & ops
Integrate, configure, or audit LW Firewall's password-reset flood protection across core WordPress, WooCommerce, custom lost-password forms, REST handlers, administrator recovery, proof tokens, per-IP/account/global limits, alerts, and reset auto-bans. Use when code references `lostpassword_post`, `
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lw-firewall-rate-limit-workerSkillMonitoring & ops
Build or audit companion endpoints against LW Firewall's early MU-plugin worker, URI classification, shared and route-local rate limits, logged-in buckets, IP/geo rules, automatic bans, backend consistency, configuration overrides, logging load, and worker lifecycle. Use when code exposes REST, AJAX
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mlops-validationSkillMonitoring & ops
Add the validation layers that gate a merge — ty typing, Ruff linting, pytest coverage, structured logging, and the trivy, pip-audit, and gitleaks scans. Use when hardening code quality or wiring the mise run check task.
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next-cache-components-optimizerSkillMonitoring & ops
Optimize a Next.js app that has `cacheComponents: true` — either the static shell on first paint, or the in-app navigation between routes. Picks the matching diagnostic loop and runs it.
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oauthSkillMonitoring & ops
Configure OAuth providers (Google, Apple, Microsoft, Facebook, GitHub, etc.) to work with portless local dev URLs. Use when setting up OAuth redirect URIs, fixing "redirect_uri_mismatch" or "invalid redirect" errors, configuring sign-in providers for local development, or when a provider rejects .lo
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ontoindex-debuggingSkillMonitoring & ops
Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: \"Why is X failing?\", \"Where does this error come from?\", \"Trace this bug\"
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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.
53,789 of the 54,221 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.