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 71 of 82
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resonance-ops-observabilitySkillMonitoring & ops
Observability Engineer. Makes a running system explainable from the outside: structured logs, metrics, distributed traces, SLOs, and actionable alerts. Use when adding logging or metrics, instrumenting with OpenTelemetry, defining the Four Golden Signals, designing SLIs/SLOs and error budgets, build
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resonance-strategy-growthSkillMonitoring & ops
Growth Strategist Specialist. Diagnoses growth bottlenecks, sets channel portfolio strategy, and prioritizes experiments across acquisition, activation, retention, referral, and revenue. Use when analyzing AARRR metrics, designing growth loops, choosing launch or channel investment priorities, or di
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revops-incident-responseSkillMonitoring & ops
'Triage decision tree for revenue-funnel leaks — the paired triage half of /revops per audit-triage-pairing.md.
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tax-risk-management-frameworkSkillMonitoring & ops
Tax risk management framework: a system for tax risk identification, assessment, monitoring, and reporting, integrated with COSO ERM
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track-planes-and-shipsSkillMonitoring & ops
Track aircraft and vessels from public ADS-B and AIS broadcasts using ADS-B Exchange, Flightradar24, FlightAware, MarineTraffic, VesselFinder and Equasis. Use when following a tail number or flight, looking up an ICAO 24-bit hex code, registration or callsign, tracing a ship by IMO number or MMSI, c
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agent-harness-logsSkillMonitoring & ops
Find, inspect, query, redact, and troubleshoot logs, transcripts, sessions, and OpenTelemetry data from coding-agent harnesses on Windows, macOS, Linux, and WSL. USE FOR: GitHub Copilot in VS Code; Copilot CLI; Claude Code; OpenAI Codex; Gemini CLI; OpenCode; Cursor, Windsurf, Kiro, or other VS Code
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ai-investigationSkillMonitoring & ops
Use when a question needs first-hand evidence rather than an opinion - investigating an unfamiliar OSS AI/agent/LLM project, or tracing exactly how a local workflow behaves with zero assumptions. Runs a zero-belief, falsification-driven investigation on Codex (gpt-5.5, xhigh) and returns a FACT/HYPO
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fit-auditSkillMonitoring & ops
Rank this catalog's skills by what each would have saved this specific adopter, every top pick citing a real incident from their own history, and for a team judge each skill against the incumbent stack as well. Use when someone is considering the catalog and has not run setup, when the user asks whi
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trigonometric-functionsSkillMonitoring & ops
Abstract math for trigonometric functions: definitions, domains, ranges, key identities, and inverse functions. USE FOR: implementing sin/cos/tan/cot/sec/csc; implementing arcsin/arccos/arctan/atan2/acot/asec/acsc; validating input domains for inverse trig; applying Pythagorean and angle-sum identit
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vector-algebraSkillMonitoring & ops
Abstract math for vector algebra in 2D and 3D Euclidean space. USE FOR: implementing vector operations (add, subtract, negate, scalar multiply/divide); dot product and geometric interpretation; 3D cross product; 2D pseudo-cross product (scalar z-component); vector magnitude and normalization; angle
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fix-ci-failuresSkillMonitoring & ops
Investigate and fix CI failures on a pull request. Use when CI checks fail on a PR branch — covers finding the PR, identifying failed checks, downloading logs and artifacts, extracting the failure cause, and iterating on a fix. Requires the `gh` CLI.
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micrometer-tracingSkillMonitoring & ops
Distributed tracing and observability with Micrometer and Spring Boot 3
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ml-researcherSkillMonitoring & ops
Reason about ML experiment design for healthcare and life sciences data. Use when the user asks to design an ML study, choose a model for clinical/biomedical data, set up cross-validation, pick evaluation metrics, audit fairness, plan a regulatory submission, or critique an ML pipeline on EHR, medic
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model-gateway-routingSkillMonitoring & ops
Model gateway / LLM router architecture: a control point in front of multiple models/providers for routing (cost/quality/latency), fallback, rate limiting, caching, observability, and governance. Architect-level, multi-provider.
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ngs-quality-controlSkillMonitoring & ops
NGS quality control pipeline for short-read sequencing data. Triggers on FastQC, QC, quality control, adapter trimming, coverage, mosdepth, Picard metrics, fastp, MultiQC, sequencing QC, BAM QC, WGS/WES coverage analysis.
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orchestrateSkillMonitoring & ops
Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows. Auto-discovers spare worktrees, spawns agents, monitors state, kicks idle agents, approves safe confirmations, and recycles worktrees when done. TRIGGER when user asks to supervise agents, run parallel tasks, m
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otelSkillMonitoring & ops
OpenTelemetry instrumentation for the Copilot Chat extension — covers the four agent execution paths, the IOTelService abstraction, span/metric/event conventions, and the relationship between code and the user/developer monitoring docs. Use when adding/changing OTel spans, metrics, or events; instru
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pr-addressSkillMonitoring & ops
Address PR review comments and loop until CI green and all comments resolved. TRIGGER when user asks to address comments, fix PR feedback, respond to reviewers, or babysit/monitor a PR.
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public-contract-changeSkillMonitoring & ops
Change Labtasker's public Task lifecycle, HTTP API, Python API, CLI, configuration, query language, or persisted schema while keeping every public surface and invariant aligned. Do not use for internal refactors with no observable behavior change.
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rwd-cohort-analysisSkillMonitoring & ops
Real-world data cohort analysis pipeline for claims and EHR data — cohort identification with ICD-10, NDC, and CPT codes, medication adherence metrics (PDC/MPR), propensity score estimation and balance diagnostics, Kaplan-Meier survival curves, and Cox proportional hazards models. Use when the user
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spring-aopSkillMonitoring & ops
Spring AOP (Aspect-Oriented Programming) for Spring Boot 3.x. Covers @Aspect, pointcut expressions, @Around/@Before/@After advice, custom annotations, logging, security, caching, and transaction patterns. Use for cross-cutting concerns.
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spring-batchSkillMonitoring & ops
Spring Batch for batch processing in Spring Boot 3.x. Covers Job, Step, ItemReader/Processor/Writer, chunk processing, job parameters, restart, skip/retry, partitioning, and monitoring.
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spring-cloud-basicsSkillMonitoring & ops
Spring Cloud patterns for microservices in Spring Boot 3.x. Covers Service Discovery, Config Server, API Gateway, Circuit Breaker, Load Balancing, and Distributed Tracing.
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spring-schedulingSkillMonitoring & ops
Spring Scheduling and Async for Spring Boot 3.x. Covers @Scheduled, @Async, cron expressions, ThreadPoolTaskExecutor, task monitoring, distributed scheduling with ShedLock, and error handling.
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troubleshootSkillMonitoring & ops
Investigate unexpected behavior in the current Copilot CLI agent session by analyzing its event log. Use when the user asks why something happened, why a request was slow, why a tool was or was not used, or why instructions/skills/agents did not load.
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add-llm-evalsSkillMonitoring & ops
Use this when adding evaluation to an LLM/agent app - measuring output quality (correctness, faithfulness, relevance, safety) rather than just watching traces. Trigger on "add evals", "test my prompt", "is my RAG accurate", "catch regressions", "score outputs", or setting up an eval suite in CI. Cov
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add-llm-fallbacksSkillMonitoring & ops
Use this to make an LLM app resilient to provider failures, rate limits, timeouts, and outages. Trigger on "handle LLM API errors", "add retries/fallbacks", "the app breaks when OpenAI is down", "rate limit errors", "make my LLM calls reliable", "timeout handling". Add retries, timeouts, and model/p
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add-llm-guardrailsSkillMonitoring & ops
Use this to add safety and security guardrails to an LLM/agent app - blocking prompt injection, PII leakage, jailbreaks, toxic output, off-topic responses, or invalid structured output. Trigger on "add guardrails", "prevent prompt injection", "stop PII leaks", "validate the model's output", "make th
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build-error-analyzerSkillMonitoring & ops
This skill should be used when the user asks to "分析构建错误", "analyze build errors", "查看编译错误", "检查构建日志", "诊断链接错误", "fix build errors", "resolve compilation errors", "分析 last_error.log", "extract build error", "分析SDK的编译错误", "分析 SDK 编译错误", "analyze SDK build errors", "check SDK errors", "诊断 sdk 编译错误", or
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check-answer-consistencySkillMonitoring & ops
Use this to get a cheap, reference-free signal that an LLM answer might be made up, by sampling the same prompt a few times and measuring agreement. Trigger on "is this answer reliable", "flag low-confidence answers", "cheap hallucination check", "confidence score without a ground truth", "self-cons
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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.