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

2,452 results · page 13 of 82

  • pr-shepherdingSkillMonitoring & ops

    Lets your agent track pull requests from creation to merge, watching CI, reviews, and merge readiness.

    Ready to connect★ 2k

    github.com/a5c-ai/babysitter2k stars

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  • systematic-debuggingSkillMonitoring & ops

    Guides your agent through finding and fixing bugs by testing hypotheses step by step before changing code.

    Ready to connect★ 2k

    github.com/a5c-ai/babysitter2k stars

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  • test-enforcementSkillMonitoring & ops

    Lets your agent run automated test validation, check coverage, and report code quality metrics.

    Ready to connect★ 2k

    github.com/a5c-ai/babysitter2k stars

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  • verification-before-completionSkillMonitoring & ops

    Makes your agent verify every claim with real evidence like logs, test results, or exit codes before saying a task is done.

    Ready to connect★ 2k

    github.com/a5c-ai/babysitter2k stars

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  • incident-investigationSkillMonitoring & ops

    Lets your agent investigate alerts, error spikes, and slowness by tracing root causes across logs, traces, and metrics.

    Ready to connect★ 2k

    github.com/mapletechlabs/maple2k stars

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  • maple-java-styleSkillMonitoring & ops

    Guides your agent to set up Java apps to send traces, metrics, and logs in a standard format.

    Ready to connect★ 2k

    github.com/mapletechlabs/maple2k stars

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  • maple-kotlin-styleSkillMonitoring & ops

    Guides your agent to set up Kotlin app telemetry with OpenTelemetry so traces, metrics, and logs export to a backend.

    Ready to connect★ 2k

    github.com/mapletechlabs/maple2k stars

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  • maple-onboardSkillMonitoring & ops

    Lets your agent set up OpenTelemetry tracing, logging, and metrics across all services in your repo.

    Ready to connect★ 2k

    github.com/mapletechlabs/maple2k stars

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  • maple-onboarding-styleSkillMonitoring & ops

    Lets your agent follow Maple's OpenTelemetry setup style when adding tracing and metrics to code.

    Ready to connect★ 2k

    github.com/mapletechlabs/maple2k stars

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  • maple-python-styleSkillMonitoring & ops

    Lets your agent follow a shared style guide for adding OpenTelemetry tracing and logging to Python code.

    Ready to connect★ 2k

    github.com/mapletechlabs/maple2k stars

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  • maple-rust-styleSkillMonitoring & ops

    Lets your agent set up Rust code with OpenTelemetry tracing that sends telemetry data to Maple.

    Ready to connect★ 2k

    github.com/mapletechlabs/maple2k stars

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  • dual-side-debugSkillMonitoring & ops

    Inspect uniclipboard logs from BOTH the macOS host and the mounted Windows peer when debugging cross-platform sync, pairing, transfer, or daemon issues. Use whenever the user asks to "check logs", "see what's happening on both sides", or describes a symptom that involves the Windows peer (e.g. "Wind

    Ready to connect★ 2k

    github.com/uniclipboard/uniclipboard2k stars

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  • ios-log-diagnoseSkillMonitoring & ops

    Drive the UniClipboard iOS app in a simulator and read its OSLog yourself to diagnose a mobile-sync bug, instead of asking the user to paste logs. Use when debugging why the iOS sync engine or M5 reducer did something, reproducing an iOS sync / clipboard bug on the simulator, or whenever you'd other

    Ready to connect★ 2k

    github.com/uniclipboard/uniclipboard2k stars

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  • pr-greenlightSkillMonitoring & ops

    Agent Loop that runs local pre-flight CI checks, auto-fixes issues, creates/pushes the PR, monitors CI, and loops until all checks pass. Replaces the manual chain of preflight → create-pr → babysit-pr.

    Ready to connect★ 2k

    github.com/uniclipboard/uniclipboard2k stars

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  • tracing-best-practicesSkillMonitoring & ops

    TRIGGER when writing, modifying, or reviewing any Rust code that involves tracing, logging, spans, events, #[instrument], tracing::info/debug/warn/error, subscriber initialization, or tokio::spawn with context propagation. Enforces project tracing standards.

    Ready to connect★ 2k

    github.com/uniclipboard/uniclipboard2k stars

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  • hot-updater-agentSkillMonitoring & ops

    Lets your agent run, monitor, and diagnose HotUpdater E2E test jobs from a local CLI dashboard.

    Ready to connect★ 2k

    github.com/gronxb/hot-updater2k stars

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  • bruin-semantic-layerSkillMonitoring & ops

    Lets your agent create and edit Bruin semantic layer models, defining metrics, dimensions, joins, and queries in YAML.

    Ready to connect★ 2k

    github.com/bruin-data/bruin2k stars

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  • root-cause-tracingSkillMonitoring & ops

    Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior

    Ready to connect★ 2k

    github.com/neolabhq/context-engineering-kit2k stars

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  • tooluniverse-immune-repertoire-analysisSkillMonitoring & ops

    TCR/BCR repertoire analysis — V(D)J segment usage, CDR3 sequence diversity, clonality scoring, antigen specificity matching to IEDB, public-clone identification. Use for adaptive immune response characterization, post-treatment immune monitoring, antigen-specific clone tracking, and clonal-expansion

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

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  • mps-distribution-buildSkillMonitoring & ops

    Use when bundling a new plain Java/Kotlin plugin into MPS distribution archives, debugging packaging/layout issues in `build/mps*.xml`, tracing where per-plugin artefacts end up, or editing `plugins/mps-build/solutions/mpsBuild/models/build.mps` (the source of truth that generates every `build/mps*.

    Ready to connect★ 2k

    github.com/jetbrains/mps2k stars

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  • mps-language-inheritanceSkillMonitoring & ops

    Investigate inheritance between MPS languages and between concepts — extended languages, superconcepts, implemented interfaces, sub-/assignable concepts, and cross-language specialization. Use when tracing language hierarchies, finding extension points, or checking concept assignability.

    Ready to connect★ 2k

    github.com/jetbrains/mps2k stars

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  • teamcity-cliSkillMonitoring & ops

    Use when working with TeamCity CI/CD or when user provides a TeamCity build URL. Use `teamcity` CLI for builds, logs, jobs, queues, agents, and pipelines.

    Ready to connect★ 2k

    github.com/jetbrains/mps2k stars

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  • rust-tracing-practicesSkillMonitoring & ops

    HASH tracing and instrumentation practices for Rust. Use when adding spans, events, or #[tracing::instrument] to Rust code.

    Ready to connect★ 2k

    github.com/hashintel/hash2k stars

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  • graalpython-bitbucket-prSkillMonitoring & ops

    Create or continue a GraalPython Bitbucket pull request and drive it through Graal Bot tasks, gate start, gate monitoring, failure investigation, fixes, pushes, and gate reruns. Use after a branch is ready for internal GraalPython review, or when an automation command has already created the PR and

    Ready to connect★ 2k

    github.com/oracle/graalpython2k stars

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  • rota-check-periodic-jobsSkillMonitoring & ops

    Analyze current GraalPy periodic job failures for ROTA. Use when asked to triage, summarize, or plan work for current periodic job failures, starting from scripts/rota_ci_failures.py output, validating linked Jira issues, inspecting logs, forming hypotheses, reproduction commands, and implementation

    Ready to connect★ 2k

    github.com/oracle/graalpython2k stars

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  • structured-debugSkillMonitoring & ops

    AI DevKit · Guide structured debugging before code changes by clarifying expected behavior, reproducing issues, identifying likely root causes, and agreeing on a fix plan with validation steps. Use when users ask to debug bugs, investigate regressions, triage incidents, diagnose failing behavior, ha

    Ready to connect★ 2k

    github.com/codeaholicguy/ai-devkit2k stars

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  • metabase_ingestSkillMonitoring & ops

    Convert Metabase questions, models, and metrics into ktx Semantic Layer source definitions. Covers result-metadata to KSL column type mapping, FK/PK detection, near-duplicate deduplication, pre-aggregation decomposition, join-graph connectivity, and how to react to priorProvenance from earlier inges

    Ready to connect★ 2k

    github.com/kaelio/ktx2k stars

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  • metricflow_ingestSkillMonitoring & ops

    Map a MetricFlow semantic_model or metric into ktx semantic layer sources. Covers the MetricFlow to ktx primitive table, `extends:` inheritance flattening, metric-type handling (simple / derived / ratio / cumulative / conversion), `model: ref('x')` resolution, and four worked examples. Load when the

    Ready to connect★ 2k

    github.com/kaelio/ktx2k stars

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  • slSkillMonitoring & ops

    ktx's semantic layer - a structured catalog of sources (tables/views), measures, joins, and segments expressed as YAML. Covers the schema and how to query it via `sl_query`. Use when the task involves querying pre-defined metrics (ARR, churn, retention, LTV, MAU) or reading SL source YAML to underst

    Ready to connect★ 2k

    github.com/kaelio/ktx2k stars

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  • disclosure-checkSkillMonitoring & ops

    Pre-screen analysis outputs (tables, figures, logs) built on restricted or confidential data for statistical-disclosure-limitation problems before any release. Scans for small cell counts, complementary-suppression gaps, dominance (p-percent / (n,k)), re-identifiable exact counts, PII leakage, and u

    Ready to connect★ 2k

    github.com/pedrohcgs/claude-code-my-workflow2k 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.

55,111 of the 55,543 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