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
2,353 results · page 34 of 79
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production-observabilitySkillMonitoring & ops
Use when adding service-wide Spring Boot 3 Actuator, Micrometer metrics, distributed tracing, OpenTelemetry export, structured logging, health probes, dashboards, or alerts. Combine with ai-observability only for Spring AI-specific token, prompt, and model telemetry.
Ready to connect★ 260
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spring-cloud-gatewaySkillMonitoring & ops
Use when building or changing a Spring Cloud Gateway on Spring Boot 3. Covers route design, authentication, header hygiene, rate limiting, retries, timeouts, observability, and testing.
Ready to connect★ 260
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pdcaSkillMonitoring & ops
Create Chinese monospaced compass-style PDCA or CAPD problem-solving cards using East-West-South-North-Center layout, full-width and half-width spaces, diagonal Unicode arrows, and strict Chinese character limits. Use when Codex needs to turn a problem, incident, decision tradeoff, root-cause analys
Ready to connect★ 259
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bloom-tutorSkillMonitoring & ops
Use when the user wants to systematically learn a subject with a one-on-one Socratic tutor — starting a new course, advancing to the next part of a subject, submitting learning feedback or saying '我读完了', or organizing/viewing the learning log. An interactive learning system based on Bloom's 2 Sigma.
Ready to connect★ 258
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instrumentationSkillMonitoring & ops
Hermetic tracing instrumentation rules and validation. Covers the requirement for #[tracing::instrument(level = "debug", skip_all)] on all function definitions, run verification via bazel run //tools:check_instrument, and automatic pre-commit hook integration.
Ready to connect★ 257
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mcp-engine-ai-readinessSkillMonitoring & ops
Use when preparing or assessing a Power BI semantic model for Copilot, Fabric data agents, or natural-language Q&A — clear business terminology, unambiguous metrics, usable date defaults, focused field exposure, descriptions, AI instructions, AI data schema recommendations, verified-answer candidate
Ready to connect★ 256
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mcp-engine-security-governanceSkillMonitoring & ops
Use when creating or changing RLS roles, role filters, OLS permissions, perspectives, allow/deny/confirm policy rules, PII or numeric masking, or audit logging and evidence export, and when deciding whether a request needs security enforcement or only curation. For first-time guided setup of policie
Ready to connect★ 256
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apify-osint-threat-intelSkillMonitoring & ops
Use this skill when the user asks to "find CVEs for", "check if my domain is breached", "threat intel on", "OSINT on", "security news about", "attack surface of", "is this IP malicious", "what vulnerabilities affect", "security advisory for", "monitor threats for", "threat actor research", "recent e
Ready to connect★ 252
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code-instrumentation-generatorSkillMonitoring & ops
Automatically instruments source code to collect runtime information such as function calls, branch decisions, variable values, and execution traces while preserving original program semantics. Use when users need to: (1) Add logging or tracing to code for debugging, (2) Collect runtime execution da
Ready to connect★ 252
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pr-description-writerSkillMonitoring & ops
Write or rewrite pull request descriptions from a branch diff, commit range, existing PR, issue, upstream reference, specification, bug report, or review context. Use when an agent needs to create, update, or improve a PR body so it explains concrete code and behavior changes, why they were made, va
Ready to connect★ 252
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security-sensitive-path-instrumenterSkillMonitoring & ops
Instruments authentication, authorization, and input-handling code paths to monitor security-relevant events and states at runtime. Use this skill when developers need to add security monitoring and logging to their code, including tracking authentication attempts (login/logout), authorization decis
Ready to connect★ 252
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semantic-equivalence-verifierSkillMonitoring & ops
Analyzes and verifies semantic equivalence between two functions, classes, or modules by examining control flow, data flow, and observable behavior. Use when comparing code implementations (refactored vs original, different implementations of same functionality, migration verification), determining
Ready to connect★ 252
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alphafoldSkillMonitoring & ops
Use when running AlphaFold2 predictions on custom protein sequences, validating designed sequences via self-consistency, predicting binder-target complexes, or interpreting AF2 confidence metrics (pLDDT, pTM, ipTM).
Ready to connect★ 242
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dftSkillMonitoring & ops
Submit, monitor, and retrieve DFT calculations on Artemis/SLURM via DREAMS framework
Ready to connect★ 242
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geometry-generatorSkillMonitoring & ops
Generate parametric bioinspired ribbed membrane STL geometry via LLM-guided design. Takes a spec JSON (from StructureAnalyst/PropertyPredictor upstream artifacts), calls the LLM with a structured CAD prompt to produce design parameters, then builds a triangulated STL mesh in Python. Returns artifact
Ready to connect★ 242
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hpcSkillMonitoring & ops
SLURM HPC job management on Artemis — write submission scripts, submit jobs, monitor status, retrieve results
Ready to connect★ 242
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testdriver:dashcamSkillMonitoring & ops
Record test execution with video and logs
Ready to connect★ 242
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testdriver:debugging-with-screenshotsSkillMonitoring & ops
Diagnose failing tests with screenshots, replays, and logs
Ready to connect★ 242
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a-share-alpha-decaySkillMonitoring & ops
A-share Alpha decay / factor crowding analysis. Triggered when the user says "Alpha衰减", "alpha decay", "因子拥挤", "策略容量", "因子失效", "XX因子还有效吗", "crowding", or "策略拥挤". Analyzes the decay trend of a factor's/strategy's Alpha over time, factor crowding metrics, and strategy capacity limits. Supports a resea
Ready to connect★ 241
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a-share-anomaly-detectionSkillMonitoring & ops
Anomaly detection / unusual-activity monitoring for A-share price and volume. Triggered when the user says "异常检测", "异动", "anomaly", "量价异常", "异常波动", "XX有异动". Quantitatively detects anomalies in stock price and trading volume. Supports formal and brief styles.
Ready to connect★ 241
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a-share-black-swanSkillMonitoring & ops
A-share black swan alerts / extreme event analysis. Triggered when the user says "黑天鹅", "black swan", "极端事件", "尾部事件", "灰犀牛", "突发风险", or "系统崩溃". Retrieves data based on cn-stock-data to monitor and provide early warnings for potential black swan events. Supports two output styles: formal/brief.
Ready to connect★ 241
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a-share-drawdown-analysisSkillMonitoring & ops
A-share drawdown analysis / max drawdown quantification / drawdown statistics. Triggered when the user says "回撤", "drawdown", "最大回撤", "回撤分析", "回撤统计", "历史回撤", "水下曲线", "亏了多少", "从高点跌了多少", "回撤修复", "回撤天数". MUST USE when user asks about drawdown metrics, max drawdown calculation, or historical drawdown an
Ready to connect★ 241
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a-share-factor-analysisSkillMonitoring & ops
A-share single-factor research / IC testing. Triggered when the user says "因子分析", "单因子", "IC", "IR", "因子检验", "factor analysis", "因子有效性", "XX因子表现怎么样", "因子IC", "因子收益", "因子衰减", "quintile分析". Uses cn-stock-data to fetch market and financial data for the stock pool, and computes quantitative metrics such
Ready to connect★ 241
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a-share-margin-riskSkillMonitoring & ops
A-share margin risk / leverage monitoring. Triggered when the user says "保证金", "margin", "杠杆", "爆仓", "追保", "维持担保比例", "强平", or "杠杆率". Uses cn-stock-data to fetch data and monitor margin and leverage risk. Supports both formal and brief output styles.
Ready to connect★ 241
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a-share-risk-alertSkillMonitoring & ops
A-share risk alert / ST alert / delisting risk screening. Triggered when the user says "风险预警" (risk alert), "有没有风险" (any risks?), "会不会ST" (will it get ST'd?), "退市风险" (delisting risk), "爆雷" or "暴雷" (blowup), "风险排查" (risk screening), "XX安全吗" (is XX safe?), "财务造假" (financial fraud), or "审计意见" (audit op
Ready to connect★ 241
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autoresearch-loopSkillMonitoring & ops
Domain-agnostic metric-driven improvement loop, generalizing Karpathy's autoresearch. Use when you want an agent to discover what to measure for a project/goal, then run a keep-or-revert experiment loop that proposes changes, measures them against an objective, keeps wins, discards regressions, and
Ready to connect★ 241
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task-orchestratorSkillMonitoring & ops
Autonomous multi-agent task orchestration with dependency analysis, parallel tmux/Codex execution, and self-healing heartbeat monitoring. Use for large projects with multiple issues/tasks that need coordinated parallel execution.
Ready to connect★ 241
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checking-code-qualitySkillMonitoring & ops
Checks code quality metrics including complexity, duplication, naming conventions, and function length. Use when running quality gates, reviewing code smells, or checking lint rules. Automatically triggered on complex modules or post-refactor.
Ready to connect★ 239
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detecting-and-respondingSkillMonitoring & ops
蓝队与紫队工程：检测规则编写、SIEM/EDR 调优、事件响应、数字取证、威胁狩猎、ATT&CK 映射、紫队演练闭环。Use when writing Sigma/YARA detection rules, tuning SIEM noise, responding to security incidents, conducting forensic analysis, hunting threats, or running purple team exercises.
Ready to connect★ 239
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apple-higSkillMonitoring & ops
Lets your agent look up Apple's official interface design guidelines when building or reviewing apps.
Ready to connect★ 235
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.
52,524 of the 52,958 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.