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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 52 of 81

  • pillow-technical-drawingSkillMonitoring & ops

    Creating technical diagrams and exploded-view illustrations using Python Pillow with geometric primitives and text annotations.

    Ready to connect★ 83

    github.com/cxcscmu/skilllearnbench83 stars

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  • project-interview-skillSkillMonitoring & ops

    Generates 导学.md and 面经.md in the project root; big-tech engineering-oriented, first-person spoken style (each answer ≥150 characters, complete STAR), one-sentence resume summary, repo-relative-path reading guide, and quantified metrics merged at the end (to be measured + how to measure). Triggers: 面

    Ready to connect★ 83

    github.com/jaxon1216/interview-analyzer-skill83 stars

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  • financial-modelingSkillMonitoring & ops

    Build and review assumptions-led financial models, unit economics, pricing, fundraising scenarios, and SaaS operating metrics. Use when calculating CAC, LTV, payback, runway, ARR, churn, NDR, Rule of 40, or sales efficiency; when modeling revenue, costs, cash flow, pricing, cap tables, or financing.

    Ready to connect★ 82

    github.com/magnus919/agent-skills82 stars

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  • go-middlewareSkillMonitoring & ops

    Idiomatic Go HTTP middleware patterns with context propagation, structured logging via slog, centralized error handling, and panic recovery. Use when writing middleware, adding request tracing, or implementing cross-cutting concerns.

    Ready to connect★ 82

    github.com/existential-birds/beagle82 stars

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  • guardrails-writerSkillMonitoring & ops

    Write Project Guardrails. Use when: you need to create or update a project-level Guardrails baseline, defining cross-module/cross-team default constraints, update trigger conditions, and downstream workflow hooks; suitable for project kickoff, architecture/platform/compliance changes, incident retro

    Ready to connect★ 82

    github.com/testany-io/testany-agent-skills82 stars

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  • incident-learningSkillMonitoring & ops

    Convert operational incident and near-miss evidence into durable product, engineering, test, evaluation, and governance improvements with verified closure. Separate observed facts from causal hypotheses and unresolved uncertainty; map follow-up work across code, tests, skills, operations, product, a

    Ready to connect★ 82

    github.com/magnus919/agent-skills82 stars

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  • operational-designSkillMonitoring & ops

    Design and improve operational processes, controls, metrics, vendors, and scaling models through bounded pilots and evidence. Do not use for engineering delivery, financial modeling, technology evaluation, or legal advice.

    Ready to connect★ 82

    github.com/magnus919/agent-skills82 stars

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  • pace-planSkillMonitoring & ops

    Build, coordinate, operate, troubleshoot, exercise, and improve an authorized Primary, Alternate, Contingency, and Emergency communications plan. Use for resilient emergency-communications paths and their ownership, triggers, check-ins, tests, and corrective actions. Do not use for generic incident

    Ready to connect★ 82

    github.com/magnus919/agent-skills82 stars

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  • platform-engineeringSkillMonitoring & ops

    Use this skill when building or operating internal developer platforms: infrastructure as code, CI/CD, container orchestration, service networking, secrets, and observability, or when shaping platform products, self-service interfaces, adoption evidence, and policy guardrails. Do not use it to defin

    Ready to connect★ 82

    github.com/magnus919/agent-skills82 stars

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  • prometheus-go-code-reviewSkillMonitoring & ops

    Reviews Prometheus instrumentation in Go code for proper metric types, labels, and patterns. Use when reviewing code with prometheus/client_golang metrics.

    Ready to connect★ 82

    github.com/existential-birds/beagle82 stars

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  • qa-methodologySkillMonitoring & ops

    Design and apply QA methodology for software teams: test strategy, regression testing, CI failure triage, test automation, quality gates and metrics, risk-based testing, exploratory testing, test design techniques, AI code quality gates (independent verification, artifact provenance, spec-first orac

    Ready to connect★ 82

    github.com/magnus919/agent-skills82 stars

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  • review-feedback-schemaSkillMonitoring & ops

    Schema for tracking code review outcomes to enable feedback-driven skill improvement. Use when logging review results or analyzing review quality.

    Ready to connect★ 82

    github.com/existential-birds/beagle82 stars

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  • review-skill-improverSkillMonitoring & ops

    Analyzes feedback logs to identify patterns and suggest improvements to review skills. Use when you have accumulated feedback data and want to improve review accuracy.

    Ready to connect★ 82

    github.com/existential-birds/beagle82 stars

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  • testany-debugSkillMonitoring & ops

    Analyze Testany test failure causes - troubleshoot issues, review logs, and locate root causes; when handling signature logs, load this skill separately first and do not echo the raw request.

    Ready to connect★ 82

    github.com/testany-io/testany-agent-skills82 stars

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  • testany-executionSkillMonitoring & ops

    Testany execution observability and management - view progress, query history, refresh status, cancel executions that haven't started, and hand failed executions off to debug

    Ready to connect★ 82

    github.com/testany-io/testany-agent-skills82 stars

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  • auto-loopSkillMonitoring & ops

    TDD-based autonomous development loop with checkpoint recovery and observability changelog

    Ready to connect★ 81

    github.com/claude-world/director-mode-lite81 stars

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  • changelogSkillMonitoring & ops

    View and manage the runtime changelog for observability

    Ready to connect★ 81

    github.com/claude-world/director-mode-lite81 stars

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  • jira-communicationSkillMonitoring & ops

    Use when interacting with Jira issues - searching, creating, updating, moving, transitioning, commenting, logging work, downloading attachments, managing sprints, boards, issue links, web links, fields, or users. Auto-triggers on Jira URLs and issue keys (PROJ-123). Also use when MCP Atlassian tools

    Ready to connect★ 81

    github.com/netresearch/jira-skill81 stars

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  • healthchecks-ioSkillMonitoring & ops

    Create, manage, and verify healthchecks.io monitors via the REST API. Use when adding monitoring to a new cron job or service, auditing existing checks, wiring ping URLs into configs, or verifying a check fired correctly.

    Ready to connect★ 80

    github.com/edmundmiller/dotfiles80 stars

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  • specsfy-aux-rulesSkillMonitoring & ops

    Monitor and help discover, formulate, and record durable rules in .specsfy/RULES.md without altering or removing existing rules. Use when the context monitor flags a rules review; when the user wants to add project rules; or when a recurring convention needs to become an instruction

    Ready to connect★ 80

    github.com/promovaweb/specsfy80 stars

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  • specsfy-aux-stackSkillMonitoring & ops

    Monitorar manifests e arquivos estruturais para criar ou atualizar .specsfy/STACK.md de forma aditiva. Use quando o monitor de contexto apontar stack pendente; quando framework, linguagem, runtime, pacote estrutural, ferramenta de teste ou persistência mudar; quando a documentação técnica estiver in

    Ready to connect★ 80

    github.com/promovaweb/specsfy80 stars

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  • specsfy-setupSkillMonitoring & ops

    Preparar e monitorar os contextos do projeto, incluindo a constituição e as specs preservadas de projetos com GitHub Spec Kit.

    Ready to connect★ 80

    github.com/promovaweb/specsfy80 stars

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  • specsfy-specialist-observabilitySkillMonitoring & ops

    Projetar e revisar logs, métricas, traces, correlação, SLOs, alertas e dashboards para explicar comportamento de sistemas. Use quando a tarefa envolve instrumentação, incidentes, telemetry ou operação; use também para definir o sinal que decide um rollout ou dispara um alerta; não confunda volume de

    Ready to connect★ 80

    github.com/promovaweb/specsfy80 stars

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  • test-qualitySkillMonitoring & ops

    Write, change, review, or remove automated tests with independent expectations and observable public behavior; reject tautological, vacuous, implementation-coupled, and mock-only coverage.

    Ready to connect★ 80

    github.com/edmundmiller/dotfiles80 stars

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  • buildSkillMonitoring & ops

    Rigorous build process with worktree isolation, structured phases, quality gates, layered testing, observability, and self-improvement. Use for any substantial build task. Structurally enforced via stop hook.

    Ready to connect★ 79

    github.com/jkheadley/instar79 stars

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  • ce-logging-observabilitySkillMonitoring & ops

    Compatibility shim that redirects to the canonical shared skill definition in `.claude/skills/ce-logging-observability/SKILL.md`.

    Ready to connect★ 79

    github.com/moffran/calibrated_explanations79 stars

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  • instar-sessionSkillMonitoring & ops

    Spawn, monitor, and communicate with persistent Claude Code sessions running in the background. Use when a task needs to run without blocking the current session, when the user asks to do something in the background, or when a long-running task needs its own context window. Trigger words: background

    Ready to connect★ 79

    github.com/jkheadley/instar79 stars

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  • autoteam-chatgpt-rotationSkillMonitoring & ops

    AutoTeam ChatGPT Team account automatic rotation management tool, supporting Codex quota monitoring, automatic account switching, and CPA authentication sync

    Ready to connect★ 78

    github.com/aradotso/trending-skills75 stars

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  • beaconSkillMonitoring & ops

    Engineering observability and reliability: SLO/SLI design, distributed tracing, alerting, dashboards, capacity planning, toil automation, reliability review. Use for instrumentation or SLO definition.

    Ready to connect★ 78

    github.com/simota/agent-skills78 stars

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  • blog-postSkillMonitoring & ops

    Write a kolu blog post grounded in the real build history — mine the Claude Code session logs behind a feature for the actual story (for large efforts, fan out over the transcripts with an ultracode workflow), draft it in the author's voice, and wire it into the Astro site. Use when asked to write a

    Ready to connect★ 78

    github.com/juspay/kolu78 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