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
2,391 results · page 24 of 80
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researchers-securitySkillMonitoring & ops
Researches malware analysis, CVEs, attribution reports, and hacker community sources. Use when the album subject involves cybersecurity incidents or threat actors.
Ready to connect★ 488
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inflectionSkillMonitoring & ops
Auto-detect biggest acceleration/deceleration inflections across all metrics
Ready to connect★ 488
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make-traceSkillMonitoring & ops
Turn any source that describes how a kind of task gets done (a SKILL.md, a chat log, a runbook, plain prose) into a runnable Morph trace. Lift it into a DAG, write a contract per step, place inputs, and drive the full run lifecycle to verify it. Use whenever someone wants to make a trace from a sour
Ready to connect★ 486
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observability-testing-patternsSkillMonitoring & ops
Observability and monitoring validation patterns for dashboards, alerting, log aggregation, APM traces, and SLA/SLO verification. Use when testing monitoring infrastructure, dashboard accuracy, alert rules, or metric pipelines.
Ready to connect★ 478
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qcsd-development-swarmSkillMonitoring & ops
Use when monitoring in-sprint code quality with TDD adherence checks, complexity analysis, coverage gap detection, or defect prediction in the QCSD Development phase.
Ready to connect★ 478
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qcsd-production-swarmSkillMonitoring & ops
Use when assessing post-release production health with DORA metrics, root cause analysis, defect prediction, or cross-phase feedback loops in the QCSD Production phase.
Ready to connect★ 478
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qe-defect-intelligenceSkillMonitoring & ops
Predicts defect-prone code using change frequency, complexity metrics, and historical bug patterns. Use when predicting defects before they escape, analyzing root causes of test failures, learning from past defect patterns, or implementing proactive quality management.
Ready to connect★ 478
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quality-metricsSkillMonitoring & ops
Tracks quality metrics including defect density, test effectiveness ratio, DORA metrics, and mean time to detection. Use when establishing quality dashboards, defining KPIs, evaluating test suite effectiveness, or reporting quality trends to stakeholders.
Ready to connect★ 478
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test-idea-rewritingSkillMonitoring & ops
Transform passive 'Verify X' test descriptions into active, observable test actions. Use when test ideas lack specificity, use vague language, or fail quality validation. Converts to action-verb format for clearer, more testable descriptions.
Ready to connect★ 478
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test-metrics-dashboardSkillMonitoring & ops
Use when querying test history, analyzing flakiness rates, tracking MTTR, or building quality trend dashboards from test execution data.
Ready to connect★ 478
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create-workflowSkillMonitoring & ops
Design and build automation workflows using building blocks — clarify outcomes, decompose by dependencies, reuse prior art, verify each block before chaining, and research when stuck. Covers generic divide-and-conquer (problem framing, observable surfaces, investigation vs shipping, CLI contracts) p
Ready to connect★ 474
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causal-chain-querySkillMonitoring & ops
SOP for tracing causal chains — follow edges from cause to effect through
Ready to connect★ 469
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causal-chain-tracingSkillMonitoring & ops
Trace UDE to root cause via IF...THEN...BECAUSE logic chains
Ready to connect★ 469
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citation-chainingSkillMonitoring & ops
Forward and backward citation tracing tactic — expand paper coverage
Ready to connect★ 469
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swarm-ci-monitorSkillMonitoring & ops
Codex adapter for end-to-end CI monitoring of an already-reviewed PR in opencode-swarm. Use when the user wants the swarm to monitor a reviewed-and-approved PR's CI, research every failure exhaustively, fix end-to-end, iterate until green (max 5 cycles), then merge. Composes ci-fix-monitor for fix r
Ready to connect★ 469
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swarm-pr-reviewSkillMonitoring & ops
Run a graph-guided, tool-augmented PR review using context packing, parallel exploration, mandatory repository-agnostic risk-family coverage with dispatch scaled to diff size and risk, independent reviewer validation, critic challenge, and metrics writeback. Use for deep pull request review with low
Ready to connect★ 469
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agr-releaseSkillMonitoring & ops
Release process for the agr package. Handles version bumping (major/minor/patch/beta), changelog updates, pre-release quality checks, git tagging, and monitoring the GitHub Actions publish pipeline. Use this skill whenever the user wants to cut a release, bump the version, publish to PyPI, or asks a
Ready to connect★ 453
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policy-graphSkillMonitoring & ops
Navigates cnspec policy/framework bundles using graph commands. Use when exploring policies, finding checks, tracing compliance mappings, or understanding policy structure.
Ready to connect★ 441
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058-design-bddSkillMonitoring & ops
Use when a Java change needs independent Behavior-Driven Development guidance from trusted behavior facts through concrete examples and observable scenarios, with focused clarification when behavior is pending or ambiguous. This should trigger for requests such as Apply BDD; Facilitate behavior exam
Ready to connect★ 439
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164-java-profiling-verifySkillMonitoring & ops
Use when you need to verify Java performance optimizations by comparing profiling results before and after refactoring — including baseline validation, post-refactoring report generation, quantitative before/after metrics comparison, side-by-side flamegraph analysis, regression detection, or creatin
Ready to connect★ 439
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181-java-observability-loggingSkillMonitoring & ops
Use when you need to implement or improve Java logging and observability — including selecting SLF4J with Logback/Log4j2, applying proper log levels (ERROR, WARN, INFO, DEBUG, TRACE), parameterized logging, correlation context, secure logging without sensitive data exposure, environment-specific con
Ready to connect★ 439
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182-java-observability-metrics-micrometerSkillMonitoring & ops
Use when you need to implement or improve Java metrics observability with Micrometer — including meter design, naming/tag conventions, cardinality control, timers/counters/gauges/distribution summaries, percentiles/histograms, Actuator/Prometheus integration, and metrics validation through tests. Th
Ready to connect★ 439
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183-java-observability-tracing-opentelemetrySkillMonitoring & ops
Use when you need to implement or improve distributed tracing with OpenTelemetry in Java — including trace/span modeling, context propagation, semantic conventions, span attributes/events/status, sampling strategy, baggage usage, privacy safeguards, and backend integration with OTLP collectors. This
Ready to connect★ 439
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mcp-server-trelloSkillMonitoring & ops
Trello MCP Server skill for board discovery, card workflows, checklist management, comments, attachments, labels, members, board/workspace selection, and health monitoring through the bundled @delorenj/mcp-server-trello server.
Ready to connect★ 438
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data-metrics-understandingSkillMonitoring & ops
Use when analyzing Xiaohongshu account data, interpreting performance metrics, making data-driven content decisions, or explaining what each metric means for account growth
Ready to connect★ 437
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effect-monitoringSkillMonitoring & ops
Use when monitoring Xiaohongshu marketing campaign performance, tracking promotion effectiveness, analyzing advertising ROI, measuring influencer collaboration results, evaluating activity success rates, or optimizing marketing spend allocation
Ready to connect★ 437
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huitun-dataSkillMonitoring & ops
Use when analyzing Xiaohongshu account performance, tracking content metrics, researching competitors, or making data-driven decisions to optimize content strategy
Ready to connect★ 437
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ju-mamaSkillMonitoring & ops
Use when analyzing e-commerce performance on Xiaohongshu, tracking live stream sales data, researching product trends, monitoring competitor shops, or optimizing e-commerce strategies with data insights
Ready to connect★ 437
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sentiment-monitoringSkillMonitoring & ops
Use when monitoring brand sentiment on Xiaohongshu, tracking public opinion, managing reputation, responding to negative feedback, analyzing brand perception trends, or handling PR crises
Ready to connect★ 437
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social-listeningSkillMonitoring & ops
Use when needing to understand audience needs, monitor brand mentions, track competitor activities, discover trends, or gather market intelligence from Xiaohongshu conversations
Ready to connect★ 437
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.
53,462 of the 53,895 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.