The inspected skill catalog

Find skills
worth loading.

Compare what the ecosystem installs with what each skill appears capable of after inspection.

Highest score

Five exceptional Skillprints

Scores update when source changes

How scoring works

Score 1createreview

TDD

Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.

8,810/ 10,000

Score 2createreview

Diagnosing Bugs

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

8,625/ 10,000

Score 3createreview

Improve Codebase Architecture

Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.

8,380/ 10,000

Score 4planreview

Planning & Reasoning

Grilling

Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.

8,255/ 10,000

Score 5createreview

Frontend Design

Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't re…

8,220/ 10,000

Current top 100

Ranked by recorded installs

Refine

100 skills

RankSkillCategoryPurposeRecorded installsScore

01Find Skillsvercel-labs★ 29.3K⑂ 2.5K↻ 64/30dAgent toolsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending…3M7,040 02Grill Memattpocock★ 223.6K⑂ 19.2K↻ 100+/30dPlanningA relentless interview to sharpen a plan or design.906.4K8,150 03Frontend Designanthropics★ 170.5K⑂ 20.3K↻ 7/30dDesign & UXGuidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't re…795K8,22004Grill With Docsmattpocock★ 223.6K⑂ 19.2K↻ 100+/30dPlanningA relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.771.2K5,630 05Improve Codebase Architecturemattpocock★ 223.6K⑂ 19.2K↻ 100+/30dDevelopmentScan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.743K8,380 06TDDmattpocock★ 223.6K⑂ 19.2K↻ 100+/30dDevelopmentTest-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.718K8,810 07Agent Browservercel-labs★ 41K⑂ 2.7K↻ 19/30dAgent toolsBrowser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extractin…700.7K6,35008Setup Matt Pocock Skillsmattpocock★ 223.6K⑂ 19.2K↻ 100+/30dAgent toolsConfigure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skill…659.1K6,28009React Best Practicesvercel-labs★ 30.2K⑂ 2.7K↻ 17/30dDevelopmentReact and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optim…645.7K7,85510Handoffmattpocock★ 223.6K⑂ 19.2K↻ 100+/30dPlanningCompact the current conversation into a handoff document for another agent to pick up.624.6K6,315 11TriagemattpocockDevelopmentMove issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.620.8K8,100 12PrototypemattpocockDevelopmentBuild a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.608.4K7,550 13Lark Docopen.feishu.cnDocuments & dataOperate Doc workflows in Lark/Feishu.593.8K6,010 14Lark Baseopen.feishu.cnDocuments & dataOperate Base workflows in Lark/Feishu.593.7K6,265 15Lark Approvalopen.feishu.cnCommunicationOperate Approval workflows in Lark/Feishu.593.6K5,855 16Lark Driveopen.feishu.cnDocuments & dataOperate Drive workflows in Lark/Feishu.593.4K6,210 17Lark Sharedopen.feishu.cnDevelopmentUse for lark-cli setup/auth tasks: auth login/status/logout, user vs bot identity, business-domain permissions (--domain, including all/docs/drive), missing scopes, revoking autho…593.3K6,35018Lark Calendaropen.feishu.cnCommunicationOperate Calendar workflows in Lark/Feishu.593.2K5,980 19Lark IMopen.feishu.cnCommunicationOperate IM workflows in Lark/Feishu.593.1K6,870 20Lark Contactopen.feishu.cnCommunicationOperate Contact workflows in Lark/Feishu.593K5,910 21Lark Sheetsopen.feishu.cnDocuments & dataOperate Sheets workflows in Lark/Feishu.592.9K6,615 22Lark Wikiopen.feishu.cnDocuments & dataOperate Wiki workflows in Lark/Feishu.592.8K6,285 23Lark Eventopen.feishu.cnCommunicationLark/Feishu real-time event listening / subscribing / consuming: stream events as NDJSON via lark-cli event consume <EventKey> (covers IM messages/reactions/chat changes, Approval…592.7K7,27524Lark Minutesopen.feishu.cnDocuments & dataOperate Minutes workflows in Lark/Feishu.592.7K6,000 25Lark Attendanceopen.feishu.cnCommunicationOperate Attendance workflows in Lark/Feishu.592.7K5,425 26Lark Whiteboardopen.feishu.cnDocuments & data>592.6K5,60527Lark Openapi Exploreropen.feishu.cnDevelopmentOperate Openapi Explorer workflows in Lark/Feishu.592.6K5,600 28Lark Taskopen.feishu.cnCommunicationOperate Task workflows in Lark/Feishu.592.5K6,715 29Lark Mailopen.feishu.cnCommunicationOperate Mail workflows in Lark/Feishu.592.5K6,975 30Lark Slidesopen.feishu.cnDocuments & dataOperate Slides workflows in Lark/Feishu.592.4K6,005 31Lark Skill Makeropen.feishu.cnDevelopmentOperate Skill Maker workflows in Lark/Feishu.592.3K5,485 32Lark VCopen.feishu.cnCommunicationOperate VC workflows in Lark/Feishu.592.3K5,920 33Lark Workflow Meeting Summaryopen.feishu.cnCommunicationOperate Workflow Meeting Summary workflows in Lark/Feishu.592.1K5,985 34Lark Workflow Standup Reportopen.feishu.cnCommunicationOperate Workflow Standup Report workflows in Lark/Feishu.592.1K6,015 35Lark OKRopen.feishu.cnCommunicationOperate OKR workflows in Lark/Feishu.573.2K6,245 36Lark Markdownopen.feishu.cnDevelopmentOperate Markdown workflows in Lark/Feishu.558.4K5,885 37Web Design Guidelinesvercel-labsDesign & UXReview UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practi…556.3K6,31038Microsoft FoundrymicrosoftInfrastructureDeploy, evaluate, fine-tune, and manage Foundry agents end-to-end with azd: hosted agent scaffold/run/deploy, prompt agent create, batch eval, continuous eval, prompt optimizer, A…539.4K8,14039Lark VC Agentopen.feishu.cnCommunicationOperate VC Agent workflows in Lark/Feishu.537K5,930 40Azure DiagnosticsmicrosoftInfrastructureDebug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service, app service high CP…533.4K7,22541Azure AImicrosoftInfrastructureUse for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, quer…533K5,61542Azure DeploymicrosoftInfrastructureExecute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREA…533K6,98043Azure PreparemicrosoftInfrastructurePrepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI (azd) workflow. USE ONLY when…532.8K7,52044Azure ValidatemicrosoftInfrastructureAzure Validate workflow.532.5K7,710 45Azure StoragemicrosoftInfrastructureAzure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), w…532K6,81046Entra App RegistrationmicrosoftInfrastructureGuides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authen…531.7K7,03047Appinsights InstrumentationmicrosoftInfrastructureGuidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights…531.5K6,77548Azure Resource LookupmicrosoftInfrastructureList, find, and show Azure resources across subscriptions or resource groups. Handles prompts like \"list the websites in my subscription\", \"list my web apps\", \"show my app se…531.4K6,83049Azure CompliancemicrosoftInfrastructureRun Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review, policy/compliance validation, and security p…531.3K7,25050Azure AigatewaymicrosoftInfrastructureConfigure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP…531.2K6,79551Azure KustomicrosoftInfrastructureQuery and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto database queries, Azure Data E…531.1K7,85552Azure Resource VisualizermicrosoftInfrastructureAnalyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visual…531.1K7,31553Azure MessagingmicrosoftInfrastructureTroubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK con…520.8K6,83554Lark Appsopen.feishu.cnDevelopmentOperate Apps workflows in Lark/Feishu.502.4K6,320 55TeachmattpocockDevelopmentTeach the user a new skill or concept, within this workspace.486.1K8,190 56Remotion Best Practicesremotion-devDevelopmentRouter for all Remotion skills486.1K5,490 57GrillingmattpocockPlanningGrill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.485.3K8,255 58Azure RbacmicrosoftInfrastructureHelps users find the right Azure RBAC role for an identity with least privilege access, then generate CLI commands and Bicep code to assign it. Also provides guidance on permissio…483.4K5,63059Azure ComputemicrosoftInfrastructureAzure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compare VM pricing, VMSS, scale set, autoscale, burstable, lightweight server, website, ba…474.9K6,49560Azure Cloud MigratemicrosoftInfrastructureAssess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→App Service, Fargate/Kubernetes/Cloud Ru…464.6K7,11061CavemanjuliusbrusseeDevelopment>445.2K7,72562Domain ModelingmattpocockDevelopmentBuild and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a CONTEXT.md, or recording or editing an ADR.444.9K7,950 63Azure Hosted Copilot SdkmicrosoftInfrastructureBuild, deploy, and modify GitHub Copilot SDK apps on Azure. MANDATORY when codebase contains @github/copilot-sdk or CopilotClient in package.json. PREFER OVER azure-prepare when c…436K6,98064Paper Context ResolverlllllllamaDevelopmentRigor Paper Context helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is…435.8K7,61565Repo Intake And PlanlllllllamaPlanningRigor Intake helper for README-first deep learning repo reproduction. Use when the task is specifically to scan a repository, read the README and common project files, extract doc…435.1K7,57566Minimal Run And AuditlllllllamaDevelopmentRigor Run skill for README-first deep learning repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inf…435.1K8,05567Env And Assets BootstraplllllllamaDevelopmentRigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset pat…435.1K8,05568Codebase DesignmattpocockDevelopmentShared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code…432.1K8,08069Diagnosing BugsmattpocockDevelopmentDiagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.426.3K8,625 70Lark DoclarksuiteDocuments & dataOperate Doc workflows in Lark/Feishu.419.2K6,315 71Lark BaselarksuiteDocuments & dataOperate Base workflows in Lark/Feishu.417.4K6,290 72Lark SharedlarksuiteDevelopmentUse for lark-cli setup/auth tasks: auth login/status/logout, user vs bot identity, business-domain permissions (--domain, including all/docs/drive), missing scopes, revoking autho…416.2K6,37573Lark DrivelarksuiteDocuments & dataOperate Drive workflows in Lark/Feishu.415.8K6,515 74Lark IMlarksuiteCommunicationOperate IM workflows in Lark/Feishu.415.7K6,895 75Lark WikilarksuiteDocuments & dataOperate Wiki workflows in Lark/Feishu.414.6K6,310 76Lark SheetslarksuiteDocuments & dataOperate Sheets workflows in Lark/Feishu.414.4K7,160 77Lark WhiteboardlarksuiteDocuments & data>413.9K5,63078Lark TasklarksuiteCommunicationOperate Task workflows in Lark/Feishu.413.6K6,740 79Lark CalendarlarksuiteCommunicationOperate Calendar workflows in Lark/Feishu.412.9K5,980 80Lark MaillarksuiteCommunicationOperate Mail workflows in Lark/Feishu.411.7K6,975 81Lark MinuteslarksuiteDocuments & dataOperate Minutes workflows in Lark/Feishu.411.6K6,025 82Lark VClarksuiteCommunicationOperate VC workflows in Lark/Feishu.411.5K5,945 83Lark EventlarksuiteCommunicationLark/Feishu real-time event listening / subscribing / consuming: stream events as NDJSON via lark-cli event consume <EventKey> (covers IM messages/reactions/chat changes, Approval…411.3K7,27584Lark ContactlarksuiteCommunicationOperate Contact workflows in Lark/Feishu.411K5,935 85Lark Workflow Meeting SummarylarksuiteCommunicationOperate Workflow Meeting Summary workflows in Lark/Feishu.410.5K5,985 86Lark Workflow Standup ReportlarksuiteCommunicationOperate Workflow Standup Report workflows in Lark/Feishu.409.9K6,015 87Lark Openapi ExplorerlarksuiteDevelopmentOperate Openapi Explorer workflows in Lark/Feishu.409.7K5,600 88Lark Skill MakerlarksuiteDevelopmentOperate Skill Maker workflows in Lark/Feishu.409.5K5,485 89Hyperframes Cliheygen-comDevelopment>406.5K7,60090Video Editprime-skillsAgent tools>405.9K6,66591Image To Videoprime-skillsAgent tools>404.4K6,85592Nano Banana 2prime-skillsAgent tools>404.2K7,28593Nano Banana Editprime-skillsAgent tools>403.9K7,29094Image Editprime-skillsAgent tools>403.8K6,63595Flux Kontextprime-skillsAgent tools>403.6K7,50596Wan 2 7prime-skillsAgent tools>403.1K6,81597GPT Image Editprime-skillsAgent tools>402.9K6,80598Seedance V2prime-skillsAgent tools>402.9K7,29099Happyhorse 1 0prime-skillsAgent tools>402.9K7,280100Flux 2 Kleinprime-skillsAgent tools>402.7K6,780

skills.sh all-time recorded-install snapshot · all 100 eligible skills · updated 8/19/2026, 9:09:40 PM · rank movement is unavailable until a comparable historical snapshot exists.