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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 41 of 81

  • mat-md-monitorsSkillMonitoring & ops

    Real-time monitoring tools for stability, equilibration, and diffusion during ASE molecular dynamics simulations.

    Ready to connect★ 164

    github.com/learningmatter-mit/atomisticskills158 stars

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  • incident-responderSkillMonitoring & ops

    Elite Incident Response skill with expertise in cyber attack detection, digital forensics, malware analysis, crisis management, and post-incident recovery. Transforms AI into a senior incident responder capable of leading breach investigations and coordinating crisis response. Use when: incident-res

    Ready to connect★ 163

    github.com/theneoai/awesome-skills158 stars

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  • mission-control-operatorSkillMonitoring & ops

    Space mission control operator specializing in flight monitoring, telemetry analysis, procedure execution, and emergency response for spacecraft operations.

    Ready to connect★ 163

    github.com/theneoai/awesome-skills158 stars

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  • mlops-engineerSkillMonitoring & ops

    Elite MLOps Engineer skill with expertise in ML pipeline automation, model versioning (MLflow, DVC), experiment tracking, model serving (KServe, Seldon), monitoring (evidently, whylogs), and CI/CD for ML. Transforms AI into a principal MLOps engineer capable of production ML at scale. Use when: mlop

    Ready to connect★ 163

    github.com/theneoai/awesome-skills158 stars

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  • product-manager-skillsSkillMonitoring & ops

    PM skill for Claude Code, Codex, Cursor, and Windsurf. Diagnoses SaaS metrics, critiques PRDs, plans roadmaps, runs discovery, coaches PM career transitions, pressure-tests AI product decisions, and designs PLG growth strategies. Seven knowledge domains, 12 templates, 40+ frameworks, and an opiniona

    Ready to connect★ 162

    github.com/digidai/product-manager-skills163 stars

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  • safety-officerSkillMonitoring & ops

    Certified Safety Professional (CSP) and Construction Health and Safety Technician (CHST) with 12+ years in construction safety management. Expert in OSHA compliance, safety program development, incident investigation, and risk mitigation. Managed safety for projects totaling $1.5B+ with EMR 0.85. Us

    Ready to connect★ 163

    github.com/theneoai/awesome-skills158 stars

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  • security-guardSkillMonitoring & ops

    Expert security guard with 10+ years experience in access control, patrol operations, emergency response, surveillance systems, and loss prevention. Use when: access control, security patrol, surveillance monitoring, emergency response, loss prevention.

    Ready to connect★ 163

    github.com/theneoai/awesome-skills158 stars

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  • cas-supervisorSkillMonitoring & ops

    Factory supervisor guide for multi-agent EPIC orchestration. Use when acting as supervisor to plan EPICs, spawn and coordinate workers, assign tasks, monitor progress, and merge completed work. Covers worker count strategy, conflict-free task coordination, epic branch workflow, and completion verifi

    Ready to connect★ 162

    github.com/codingagentsystem/cas160 stars

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  • kmp-starter-platformSkillMonitoring & ops

    Platform-specific behavior on the KMP Starter Template — the Platform class, logging, native iOS bindings, and SPM dependency integration.

    Ready to connect★ 162

    github.com/devatrii/kmp-starter-template162 stars

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  • kmp-starter-utilsSkillMonitoring & ops

    Pure Kotlin helpers on the KMP Starter Template — the starter/utils module (no Compose). Variable/string/int/bool extensions, time & kotlinx-datetime, JSON, FieldState/ComparableState, IntentUtils, Log, DataStore delegates, StarterFileManager, EnumException, ExperimentalStarterApi.

    Ready to connect★ 162

    github.com/devatrii/kmp-starter-template162 stars

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  • routeSkillMonitoring & ops

    Route the accumulated session context to the loaded core protocol whose deficit it shows — /route. Invokes the dominant match, nudges when several fit, silent when none, monitors while a gate holds.

    Ready to connect★ 161

    github.com/jongwony/epistemic-protocols161 stars

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  • ai-changelogSkillMonitoring & ops

    Set up an AI-driven changelog system in any project, code or not. Suitable for both software projects and for non-code projects. Creates a CHANGELOG.md and instructions for agents to log changes. Use when the user wants to add or improve automated changelog management, AI-friendly changelog workflow

    Ready to connect★ 160

    github.com/sammcj/agentic-coding159 stars

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  • go-error-handlingSkillMonitoring & ops

    Use when writing Go code that returns, wraps, or handles errors — choosing between sentinel errors, custom types, and fmt.Errorf (%w vs %v), structuring error flow, or deciding whether to log or return. Also use when propagating errors across package boundaries or using errors.Is/As, even if the use

    Ready to connect★ 160

    github.com/cxuu/golang-skills160 stars

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  • go-loggingSkillMonitoring & ops

    Use when choosing a logging approach, configuring slog, writing structured log statements, or deciding log levels in Go. Also use when setting up production logging, adding request-scoped context to logs, or migrating from log to slog, even if the user doesn't explicitly mention logging. Does not co

    Ready to connect★ 160

    github.com/cxuu/golang-skills160 stars

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  • iterative-refinementSkillMonitoring & ops

    Disciplined, measurable iteration for a substantial refinement or investigation: loop against verifiable pass/fail conditions, fan work out to subagents, and keep the main context lean. Use when improving something measurable over repeated cycles (tuning a metric or detector, refactoring against a r

    Ready to connect★ 160

    github.com/sammcj/agentic-coding159 stars

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  • auction-first-price-shadingSkillMonitoring & ops

    Computes the optimal shaded bid for a first-price sealed-bid auction given a true private value, an estimate of the number of competing bidders N, and a value-distribution assumption. Implements the `(N-1)/N` equilibrium shading rule for uniform private values, adjusts for log-normal or empirical va

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • chain-spec-risk-metricsSkillMonitoring & ops

    Chains together clear specifications, proactive risk analysis (premortem/register), and measurable success metrics into a comprehensive planning artifact for high-stakes initiatives. Use when planning migrations, launches, or strategic changes that need implementation roadmaps, risk mitigation, and

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • compute-baselineSkillMonitoring & ops

    Computes substacker's rolling 4-week baseline for open rate, click rate, views-per-send, and weekly subscriber delta using corpus/stats/ archived CSVs. Produces per-metric z-scores of the current week against the baseline and flags cold-start windows where fewer than 4 prior weeks exist. Use after i

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • environmental-scanning-foresightSkillMonitoring & ops

    Monitors external trends across PESTLE dimensions, detects weak signals of emerging change, develops scenario-based futures, and sets adaptive signposts for early warning. Use when scanning external trends for strategic planning, detecting early indicators of change, planning scenarios for multiple

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • ethics-safety-impactSkillMonitoring & ops

    Guides structured identification of potential harms, benefits, and differential impacts across stakeholder groups for decisions affecting people. Covers stakeholder mapping, fairness evaluation, risk mitigation design, and monitoring. Use when decisions could affect groups differently, need to antic

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • financial-unit-economicsSkillMonitoring & ops

    Analyzes profitability per customer, product, or transaction to determine business model viability and scalability. Covers CAC, LTV, contribution margin, cohort analysis, and growth-readiness assessment. Use when evaluating business model viability, validating startup metrics (CAC, LTV, payback peri

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • geometric-algebraic-bridgeSkillMonitoring & ops

    Presents a math or ML concept simultaneously in geometric form (picture, transformation, region, surface) and algebraic form (formula, matrix, derivation), then writes the explicit one-sentence bridge that says "these are the same thing because…". The signature 3Blue1Brown move applied to any vector

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • graphrag-evaluationSkillMonitoring & ops

    Evaluates GraphRAG systems across knowledge graph completeness, retrieval relevance, answer correctness, reasoning depth, and hallucination prevention. Provides structured evaluation frameworks, metric selection guidance, and testing protocols. Use when evaluating GraphRAG quality, benchmarking mult

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • high-dim-intuition-rebuildSkillMonitoring & ops

    Diagnoses where a learner's 3D geometric intuition is misleading them in a high-dimensional context (concentration of measure, Gaussian shells, distance-metric breakdown, manifold hypothesis, volume-in-corners, random-projection preservation), then surgically replaces the false picture with the corr

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • metrics-treeSkillMonitoring & ops

    Decomposes high-level North Star metrics into actionable sub-metrics and leading indicators, maps causal relationships between metric levels, and identifies high-impact experiments to move key metrics. Use when setting product North Star metrics, decomposing business metrics into drivers, mapping st

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • mlb-decision-loggerSkillMonitoring & ops

    Appends structured decision entries to the yahoo-mlb decision log (tracker/decisions-log.md) on behalf of any agent in the MLB team. Validates entries against the authoritative schema, serializes concurrent writes from parallel agents, and runs the Monday calibration pass to fill in outcomes and upd

    Ready to connect★ 159

    github.com/lyndonkl/claude151 stars

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  • keep-the-whySkillMonitoring & ops

    Extract and preserve the reasoning code cannot explain - decisions, rejected alternatives, workarounds, incidents, and constraints. Not for what changed (see Keep a Changelog) - only why.

    Ready to connect★ 158

    github.com/oliver-zehentleitner/keep-the-why158 stars

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  • quick-debugSkillMonitoring & ops

    Jump straight into on-the-spot troubleshooting and fixes when tests fail, without logging in. Triggers: troubleshooting, error correction, debug, locator failure, timeout, element not found, assertion failure.

    Ready to connect★ 158

    github.com/danielsuo117/velocitai157 stars

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  • refactoring-patternsSkillMonitoring & ops

    Safe refactoring pattern catalog: code smell taxonomy, transformation techniques, behavior preservation strategies, and metrics tracking.

    Ready to connect★ 156

    github.com/irahardianto/awesome-agv156 stars

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  • dt-obs-compliance-assistantSkillMonitoring & ops

    Monitor and investigate EU DORA compliance posture using Dynatrace Compliance Assistant. Covers compliance score, CIF health, incident lifecycle, and ICT risk inputs (vulnerabilities, security detection findings, misconfigurations). Trigger: "DORA compliance", "Digital Operational Resilience Act", "

    Ready to connect★ 154

    github.com/dynatrace/dynatrace-for-ai154 stars

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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.

53,585 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.

See how to connect your AI