{"policy":{"threshold":0.85,"suggestFloor":0.8,"maxSelected":6},"testStripThresholds":[0.8,0.85,0.9],"skills":{"add-grpc-endpoint-catalog":{"name":"Add gRPC endpoint — catalog","description":"Add a new gRPC endpoint to the catalog service and regenerate its stubs. Use when adding an RPC method or API surface to catalog. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-config":{"name":"Add gRPC endpoint — config","description":"Add a new gRPC endpoint to the config service and regenerate its stubs. Use when adding an RPC method or API surface to config. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-dispatch":{"name":"Add gRPC endpoint — dispatch","description":"Add a new gRPC endpoint to the dispatch service and regenerate its stubs. Use when adding an RPC method or API surface to dispatch. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-driver":{"name":"Add gRPC endpoint — driver","description":"Add a new gRPC endpoint to the driver service and regenerate its stubs. Use when adding an RPC method or API surface to driver. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-eats":{"name":"Add gRPC endpoint — eats","description":"Add a new gRPC endpoint to the eats service and regenerate its stubs. Use when adding an RPC method or API surface to eats. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-fleet":{"name":"Add gRPC endpoint — fleet","description":"Add a new gRPC endpoint to the fleet service and regenerate its stubs. Use when adding an RPC method or API surface to fleet. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-freight":{"name":"Add gRPC endpoint — freight","description":"Add a new gRPC endpoint to the freight service and regenerate its stubs. Use when adding an RPC method or API surface to freight. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-gateway":{"name":"Add gRPC endpoint — gateway","description":"Add a new gRPC endpoint to the gateway service and regenerate its stubs. Use when adding an RPC method or API surface to gateway. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-messaging":{"name":"Add gRPC endpoint — messaging","description":"Add a new gRPC endpoint to the messaging service and regenerate its stubs. Use when adding an RPC method or API surface to messaging. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-onboarding":{"name":"Add gRPC endpoint — onboarding","description":"Add a new gRPC endpoint to the onboarding service and regenerate its stubs. Use when adding an RPC method or API surface to onboarding. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-recommendations":{"name":"Add gRPC endpoint — recommendations","description":"Add a new gRPC endpoint to the recommendations service and regenerate its stubs. Use when adding an RPC method or API surface to recommendations. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-routing":{"name":"Add gRPC endpoint — routing","description":"Add a new gRPC endpoint to the routing service and regenerate its stubs. Use when adding an RPC method or API surface to routing. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-grpc-endpoint-support":{"name":"Add gRPC endpoint — support","description":"Add a new gRPC endpoint to the support service and regenerate its stubs. Use when adding an RPC method or API surface to support. For regenerating protobuf/gRPC stubs across services from updated .proto files use generate-protobuf."},"add-slo-alert-gateway":{"name":"Add SLO alert — gateway","description":"Define an SLO and paging alert for the gateway service. Use when gateway needs an on-call alert on error budget or latency/error thresholds. For a metrics overview rather than alerting use create-datadog-dashboard."},"add-slo-alert-geo":{"name":"Add SLO alert — geo","description":"Define an SLO and paging alert for the geo service. Use when geo needs an on-call alert on error budget or latency/error thresholds. For a metrics overview rather than alerting use create-datadog-dashboard."},"add-slo-alert-maps":{"name":"Add SLO alert — maps","description":"Define an SLO and paging alert for the maps service. Use when maps needs an on-call alert on error budget or latency/error thresholds. For a metrics overview rather than alerting use create-datadog-dashboard."},"add-slo-alert-routing":{"name":"Add SLO alert — routing","description":"Define an SLO and paging alert for the routing service. Use when routing needs an on-call alert on error budget or latency/error thresholds. For a metrics overview rather than alerting use create-datadog-dashboard."},"add-slo-alert-telemetry":{"name":"Add SLO alert — telemetry","description":"Define an SLO and paging alert for the telemetry service. Use when telemetry needs an on-call alert on error budget or latency/error thresholds. For a metrics overview rather than alerting use create-datadog-dashboard."},"add-slo-alert-tracing":{"name":"Add SLO alert — tracing","description":"Define an SLO and paging alert for the tracing service. Use when tracing needs an on-call alert on error budget or latency/error thresholds. For a metrics overview rather than alerting use create-datadog-dashboard."},"agents-sdk":{"name":"agents-sdk","description":"Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge."},"animate":{"name":"animate","description":"Build an animation from scratch, making the decisions in the order that determines whether it feels right — should it animate at all, what purpose, which tool, which properties, which curve and duration, how it interrupts, how it exits. Writes the implementation. Use when asked to animate something, add motion, make a component feel alive, or build a transition. For critiquing existing motion use review-animations; for auditing a whole codebase use improve-animations."},"animation-vocabulary":{"name":"animation-vocabulary","description":"Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term (\"the bouncy thing when a popover opens\" → Pop in; \"the iOS rubber-band scroll\" → Rubber-banding). Use when the user asks \"what's it called when…\", or describes a motion effect without knowing its name and wants the right word to prompt an AI or designer with. For naming an effect, not designing or building one."},"apple-design":{"name":"apple-design","description":"Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind Apple-style interfaces."},"better-accessibility":{"name":"better-accessibility","description":"Accessibility engineering for product interfaces. Use when building or reviewing UI components and custom widgets, or when the user reports a keyboard or screen-reader problem. Triggers on accessibility, a11y, WCAG, aria, focus ring, focus trap, keyboard navigation, tabindex, screen reader, sr-only, alt text, hit area, hover on touch, prefers-reduced-motion, autoplay, skip link, semantic HTML, form errors, disabled buttons, \"not keyboard accessible\"."},"better-colors":{"name":"better-colors","description":"Color systems for digital products. Use when creating or extending a palette, theming light and dark appearances, or auditing the colors in a codebase. Triggers on color palette, palette generation, color ramp, brand color, accent color, gray palette, status colors, color tokens, token naming, theming, dark mode colors, contrast ratio, APCA, gamut, display p3, oklch, color conversion, gradients, color meaning, increased contrast."},"better-interface":{"name":"better-interface","description":"Cross-discipline interface review. Routes a screen, flow, or feature to every `better-*` domain skill and consolidates one ranked verdict. Use when asked for a holistic review rather than a single domain and when `interface-review` hands up a change to route. Triggers on better-interface, holistic interface review, review the whole screen."},"better-layout":{"name":"better-layout","description":"Layout structure for web interfaces. Use when structuring a page or component, deciding what collapses at small sizes, or reviewing frontend code for layout. Triggers on layout, spacing, alignment, grouping, whitespace, visual hierarchy, reading order, progressive disclosure, breakpoints, container queries, safe area, full-bleed, layout margins, RTL layout, logical properties."},"better-typography":{"name":"better-typography","description":"Web typography. Use when picking or pairing typefaces, setting up a type scale, or styling and truncating text in components. Triggers on typography, font loading, woff2, variable fonts, opentype features, type scale, heading hierarchy, line-height, letter-spacing, measure, text-wrap, truncation, tabular numbers, underlines, text selection, iOS input zoom, font smoothing, smart punctuation, text-box, drop cap."},"better-ui":{"name":"better-ui","description":"Design engineering principles for making interfaces feel polished. Use when building UI components, implementing animations or hover states, or doing any visual detail work. Triggers on UI polish, \"feels off\", stagger animations, enter animations, theme switch transitions, border radius, optical alignment, image outlines, box shadows, icons, icon stroke weight, motion restraint."},"better-writing":{"name":"better-writing","description":"UX writing and interface copy. Use when writing or reviewing any user-facing text. Triggers on UX writing, microcopy, button labels, link text, error messages, empty states, placeholder text, settings labels, capitalization, sentence case, voice and tone."},"cloudflare":{"name":"cloudflare","description":"Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge."},"cloudflare-email-service":{"name":"cloudflare-email-service","description":"Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email routing, Agents SDK email handling, or integrating email into any app — Workers, Node.js, Python, Go, etc. Also use for email deliverability, SPF/DKIM/DMARC, wrangler email setup, MCP email tools, or when a coding agent needs to send emails. Even for simple requests like \"add email to my Worker\" — this skill has critical config details."},"cloudflare-one":{"name":"cloudflare-one","description":"Guides Cloudflare One Zero Trust and SASE work across Access, Gateway, WARP, Tunnel, Cloudflare WAN, DLP, CASB, device posture, and identity. Use when designing, configuring, troubleshooting, or reviewing Cloudflare One deployments. Retrieval-first: use current Cloudflare docs/API schemas instead of embedded product docs."},"cloudflare-one-migrations":{"name":"cloudflare-one-migrations","description":"Plans migrations from Zscaler ZIA/ZPA, Palo Alto, legacy VPN, SWG, or SASE stacks to Cloudflare One. Use for migration assessments, policy mapping, rollout plans, and parity/gap analysis."},"codebase-design":{"name":"codebase-design","description":"Shared 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 more testable or AI-navigable, or when another skill needs the deep-module vocabulary."},"create-datadog-dashboard-checkout":{"name":"Create Datadog dashboard — checkout","description":"Build a Datadog dashboard of key metrics for the checkout service. Use when you need standing visibility into checkout latency, errors, or throughput. To page on threshold breaches use add-slo-alert; to chase a specific regression use trace-latency-regression."},"create-datadog-dashboard-gateway":{"name":"Create Datadog dashboard — gateway","description":"Build a Datadog dashboard of key metrics for the gateway service. Use when you need standing visibility into gateway latency, errors, or throughput. To page on threshold breaches use add-slo-alert; to chase a specific regression use trace-latency-regression."},"create-datadog-dashboard-geo":{"name":"Create Datadog dashboard — geo","description":"Build a Datadog dashboard of key metrics for the geo service. Use when you need standing visibility into geo latency, errors, or throughput. To page on threshold breaches use add-slo-alert; to chase a specific regression use trace-latency-regression."},"create-datadog-dashboard-maps":{"name":"Create Datadog dashboard — maps","description":"Build a Datadog dashboard of key metrics for the maps service. Use when you need standing visibility into maps latency, errors, or throughput. To page on threshold breaches use add-slo-alert; to chase a specific regression use trace-latency-regression."},"create-datadog-dashboard-payments":{"name":"Create Datadog dashboard — payments","description":"Build a Datadog dashboard of key metrics for the payments service. Use when you need standing visibility into payments latency, errors, or throughput. To page on threshold breaches use add-slo-alert; to chase a specific regression use trace-latency-regression."},"create-datadog-dashboard-routing":{"name":"Create Datadog dashboard — routing","description":"Build a Datadog dashboard of key metrics for the routing service. Use when you need standing visibility into routing latency, errors, or throughput. To page on threshold breaches use add-slo-alert; to chase a specific regression use trace-latency-regression."},"create-datadog-dashboard-telemetry":{"name":"Create Datadog dashboard — telemetry","description":"Build a Datadog dashboard of key metrics for the telemetry service. Use when you need standing visibility into telemetry latency, errors, or throughput. To page on threshold breaches use add-slo-alert; to chase a specific regression use trace-latency-regression."},"create-datadog-dashboard-tracing":{"name":"Create Datadog dashboard — tracing","description":"Build a Datadog dashboard of key metrics for the tracing service. Use when you need standing visibility into tracing latency, errors, or throughput. To page on threshold breaches use add-slo-alert; to chase a specific regression use trace-latency-regression."},"create-datadog-dashboard-wallet":{"name":"Create Datadog dashboard — wallet","description":"Build a Datadog dashboard of key metrics for the wallet service. Use when you need standing visibility into wallet latency, errors, or throughput. To page on threshold breaches use add-slo-alert; to chase a specific regression use trace-latency-regression."},"deploy-service-billing":{"name":"Deploy service — billing","description":"Deploy the billing service to a target environment through the standard rollout pipeline. Use when shipping a new build of billing to staging or production or cutting a release. For promoting an already-verified build between environments use promote-to-prod; to undo a bad release use rollback-release."},"deploy-service-checkout":{"name":"Deploy service — checkout","description":"Deploy the checkout service to a target environment through the standard rollout pipeline. Use when shipping a new build of checkout to staging or production or cutting a release. For promoting an already-verified build between environments use promote-to-prod; to undo a bad release use rollback-release."},"deploy-service-config":{"name":"Deploy service — config","description":"Deploy the config service to a target environment through the standard rollout pipeline. Use when shipping a new build of config to staging or production or cutting a release. For promoting an already-verified build between environments use promote-to-prod; to undo a bad release use rollback-release."},"deploy-service-driver":{"name":"Deploy service — driver","description":"Deploy the driver service to a target environment through the standard rollout pipeline. Use when shipping a new build of driver to staging or production or cutting a release. For promoting an already-verified build between environments use promote-to-prod; to undo a bad release use rollback-release."},"deploy-service-fleet":{"name":"Deploy service — fleet","description":"Deploy the fleet service to a target environment through the standard rollout pipeline. Use when shipping a new build of fleet to staging or production or cutting a release. For promoting an already-verified build between environments use promote-to-prod; to undo a bad release use rollback-release."},"deploy-service-gateway":{"name":"Deploy service — gateway","description":"Deploy the gateway service to a target environment through the standard rollout pipeline. Use when shipping a new build of gateway to staging or production or cutting a release. For promoting an already-verified build between environments use promote-to-prod; to undo a bad release use rollback-release."},"deploy-service-payments":{"name":"Deploy service — payments","description":"Deploy the payments service to a target environment through the standard rollout pipeline. Use when shipping a new build of payments to staging or production or cutting a release. For promoting an already-verified build between environments use promote-to-prod; to undo a bad release use rollback-release."},"deploy-service-tracing":{"name":"Deploy service — tracing","description":"Deploy the tracing service to a target environment through the standard rollout pipeline. Use when shipping a new build of tracing to staging or production or cutting a release. For promoting an already-verified build between environments use promote-to-prod; to undo a bad release use rollback-release."},"deploy-to-vercel":{"name":"deploy-to-vercel","description":"Deploy applications and websites to Vercel. Use when the user requests deployment actions like \"deploy my app\", \"deploy and give me the link\", \"push this live\", or \"create a preview deployment\"."},"diagnosing-bugs":{"name":"diagnosing-bugs","description":"Diagnosis loop for hard bugs and performance regressions. Use when the user says \"diagnose\"/\"debug this\", or reports something broken/throwing/failing/slow."},"durable-objects":{"name":"durable-objects","description":"Create and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge."},"emil-design-eng":{"name":"emil-design-eng","description":"This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great."},"find-animation-opportunities":{"name":"find-animation-opportunities","description":"Search a codebase or UI for places that don't animate but should, and reject everything that shouldn't. Read-only; it proposes motion with exact values, it does not implement it. Use when the user asks \"what could be animated here?\" or wants to \"make this feel more alive\". For fixing existing animations, use improve-animations or review-animations instead."},"find-skills":{"name":"find-skills","description":"Helps 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 capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill."},"generate-protobuf":{"name":"Generate protobuf","description":"Regenerate protobuf and gRPC stubs from updated .proto definitions. Use when .proto files changed and stubs must be regenerated across services. To add a new gRPC endpoint to one specific service use add-grpc-endpoint."},"git-commit":{"name":"git-commit","description":"Generate conventional commit messages and execute commits autonomously. Use when the user is committing code or asks for a commit message. Commits staged changes as one commit (single mode), splits unstaged changes into logical commits (grouped mode), or interactively amends the last commit (--amend)."},"git-create-pr":{"name":"git-create-pr","description":"Push the current branch and open a pull request through gh, with the body generated from the diff. Use when the user asks to open, create, or update a PR, or to push a branch for review."},"hunk-review":{"name":"hunk-review","description":"Interacts with live Hunk diff review sessions via CLI. Inspects review focus, navigates files and hunks, reloads session contents, and adds inline review comments. Use when the user has a Hunk session running or wants to review diffs interactively."},"impeccable":{"name":"impeccable","description":"Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing pages, dashboards, product UI, app shells, components, forms, settings, onboarding, and empty states. Handles UX review, visual hierarchy, information architecture, cognitive load, accessibility, performance, responsive behavior, theming, anti-patterns, typography, fonts, spacing, layout, alignment, color, motion, micro-interactions, UX copy, error states, edge cases, i18n, and reusable design systems or tokens. Also use for bland designs that need to become bolder or more delightful, loud designs that should become quieter, live browser iteration on UI elements, or ambitious visual effects that should feel technically extraordinary. Not for backend-only or non-UI tasks."},"improve-animations":{"name":"improve-animations","description":"Survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute. Read-only on source code — it plans improvements, it does not apply them. Use when the user asks to \"improve the animations\", \"audit the motion\", \"make this app feel better\", or wants a roadmap of animation fixes rather than a review of a single diff."},"make-interfaces-feel-better":{"name":"make-interfaces-feel-better","description":"Design engineering principles for making interfaces feel polished. Use when building UI components, reviewing frontend code, implementing animations, hover states, shadows, borders, typography, icons, micro-interactions, enter/exit animations, or any visual detail work. Supports quick and full review modes. Triggers on UI polish, design details, \"make it feel better\", \"feels off\", stagger animations, border radius, optical alignment, font smoothing, tabular numbers, image outlines, box shadows, icons, icon stroke weight, icon states, motion restraint."},"migrate-radix-to-base":{"name":"migrate-radix-to-base","description":"Migrates React projects and components from Radix UI to Base UI. Use when asked to migrate from radix, move to base-ui, convert radix primitives, or switch a shadcn project's base library. Handles single components (\"migrate accordion\") and whole projects."},"model-routing":{"name":"model-routing","description":"Cost-optimized routing rubric for assigning work to the right Claude model and effort level. Use when deciding which model or effort to run a task at, when spawning subagents or delegating subtasks, when authoring a Workflow/orchestration that fans out work across agents, or when the user asks \"which model should I use\" / \"what effort level\" / \"route this task\". Priority is cost savings without sacrificing quality."},"open-incident":{"name":"Open incident","description":"Open and coordinate a production incident bridge and comms. Use when there is an active production outage or SEV that needs coordination. After it is resolved, write it up with write-postmortem."},"request-access-grant-checkout":{"name":"Request access grant — checkout","description":"Request a scoped, time-bound access grant to the checkout service resources. Use when you need temporary access to checkout. To audit existing policy use review-iam-policy; to rotate secrets use rotate-secrets."},"request-access-grant-dispatch":{"name":"Request access grant — dispatch","description":"Request a scoped, time-bound access grant to the dispatch service resources. Use when you need temporary access to dispatch. To audit existing policy use review-iam-policy; to rotate secrets use rotate-secrets."},"request-access-grant-ledger":{"name":"Request access grant — ledger","description":"Request a scoped, time-bound access grant to the ledger service resources. Use when you need temporary access to ledger. To audit existing policy use review-iam-policy; to rotate secrets use rotate-secrets."},"request-access-grant-messaging":{"name":"Request access grant — messaging","description":"Request a scoped, time-bound access grant to the messaging service resources. Use when you need temporary access to messaging. To audit existing policy use review-iam-policy; to rotate secrets use rotate-secrets."},"request-access-grant-notifications":{"name":"Request access grant — notifications","description":"Request a scoped, time-bound access grant to the notifications service resources. Use when you need temporary access to notifications. To audit existing policy use review-iam-policy; to rotate secrets use rotate-secrets."},"request-access-grant-payments":{"name":"Request access grant — payments","description":"Request a scoped, time-bound access grant to the payments service resources. Use when you need temporary access to payments. To audit existing policy use review-iam-policy; to rotate secrets use rotate-secrets."},"request-access-grant-support":{"name":"Request access grant — support","description":"Request a scoped, time-bound access grant to the support service resources. Use when you need temporary access to support. To audit existing policy use review-iam-policy; to rotate secrets use rotate-secrets."},"request-access-grant-telemetry":{"name":"Request access grant — telemetry","description":"Request a scoped, time-bound access grant to the telemetry service resources. Use when you need temporary access to telemetry. To audit existing policy use review-iam-policy; to rotate secrets use rotate-secrets."},"request-access-grant-tracing":{"name":"Request access grant — tracing","description":"Request a scoped, time-bound access grant to the tracing service resources. Use when you need temporary access to tracing. To audit existing policy use review-iam-policy; to rotate secrets use rotate-secrets."},"request-access-grant-wallet":{"name":"Request access grant — wallet","description":"Request a scoped, time-bound access grant to the wallet service resources. Use when you need temporary access to wallet. To audit existing policy use review-iam-policy; to rotate secrets use rotate-secrets."},"request-code-review":{"name":"Request code review","description":"Request and route a code review to the correct owning team. Use when your change needs review before merge. For design-level review before coding use write-design-doc."},"research":{"name":"research","description":"Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent."},"rollback-release-billing":{"name":"Roll back release — billing","description":"Roll the billing service back to its previously released version. Use when a billing deploy is causing errors, elevated latency, or a bad release and you need the last known-good version. For reverting a database schema change use rollback-migration, not this."},"rollback-release-checkout":{"name":"Roll back release — checkout","description":"Roll the checkout service back to its previously released version. Use when a checkout deploy is causing errors, elevated latency, or a bad release and you need the last known-good version. For reverting a database schema change use rollback-migration, not this."},"rollback-release-fleet":{"name":"Roll back release — fleet","description":"Roll the fleet service back to its previously released version. Use when a fleet deploy is causing errors, elevated latency, or a bad release and you need the last known-good version. For reverting a database schema change use rollback-migration, not this."},"rollback-release-gateway":{"name":"Roll back release — gateway","description":"Roll the gateway service back to its previously released version. Use when a gateway deploy is causing errors, elevated latency, or a bad release and you need the last known-good version. For reverting a database schema change use rollback-migration, not this."},"rollback-release-payments":{"name":"Roll back release — payments","description":"Roll the payments service back to its previously released version. Use when a payments deploy is causing errors, elevated latency, or a bad release and you need the last known-good version. For reverting a database schema change use rollback-migration, not this."},"rollback-release-wallet":{"name":"Roll back release — wallet","description":"Roll the wallet service back to its previously released version. Use when a wallet deploy is causing errors, elevated latency, or a bad release and you need the last known-good version. For reverting a database schema change use rollback-migration, not this."},"rotate-secrets-auth":{"name":"Rotate secrets — auth","description":"Rotate credentials, tokens, and API keys used by the auth service. Use when a auth secret may be leaked or expired, or on a scheduled rotation. For requesting new access use request-access-grant; for auditing permissions use review-iam-policy."},"rotate-secrets-config":{"name":"Rotate secrets — config","description":"Rotate credentials, tokens, and API keys used by the config service. Use when a config secret may be leaked or expired, or on a scheduled rotation. For requesting new access use request-access-grant; for auditing permissions use review-iam-policy."},"rotate-secrets-fraud":{"name":"Rotate secrets — fraud","description":"Rotate credentials, tokens, and API keys used by the fraud service. Use when a fraud secret may be leaked or expired, or on a scheduled rotation. For requesting new access use request-access-grant; for auditing permissions use review-iam-policy."},"rotate-secrets-gateway":{"name":"Rotate secrets — gateway","description":"Rotate credentials, tokens, and API keys used by the gateway service. Use when a gateway secret may be leaked or expired, or on a scheduled rotation. For requesting new access use request-access-grant; for auditing permissions use review-iam-policy."},"rotate-secrets-identity":{"name":"Rotate secrets — identity","description":"Rotate credentials, tokens, and API keys used by the identity service. Use when a identity secret may be leaked or expired, or on a scheduled rotation. For requesting new access use request-access-grant; for auditing permissions use review-iam-policy."},"rotate-secrets-ledger":{"name":"Rotate secrets — ledger","description":"Rotate credentials, tokens, and API keys used by the ledger service. Use when a ledger secret may be leaked or expired, or on a scheduled rotation. For requesting new access use request-access-grant; for auditing permissions use review-iam-policy."},"rotate-secrets-routing":{"name":"Rotate secrets — routing","description":"Rotate credentials, tokens, and API keys used by the routing service. Use when a routing secret may be leaked or expired, or on a scheduled rotation. For requesting new access use request-access-grant; for auditing permissions use review-iam-policy."},"rotate-secrets-safety":{"name":"Rotate secrets — safety","description":"Rotate credentials, tokens, and API keys used by the safety service. Use when a safety secret may be leaked or expired, or on a scheduled rotation. For requesting new access use request-access-grant; for auditing permissions use review-iam-policy."},"rotate-secrets-surge":{"name":"Rotate secrets — surge","description":"Rotate credentials, tokens, and API keys used by the surge service. Use when a surge secret may be leaked or expired, or on a scheduled rotation. For requesting new access use request-access-grant; for auditing permissions use review-iam-policy."},"rotate-secrets-tolls":{"name":"Rotate secrets — tolls","description":"Rotate credentials, tokens, and API keys used by the tolls service. Use when a tolls secret may be leaked or expired, or on a scheduled rotation. For requesting new access use request-access-grant; for auditing permissions use review-iam-policy."},"run-integration-tests-dispatch":{"name":"Run integration tests — dispatch","description":"Run the integration test suite for the dispatch service. Use when validating dispatch changes end-to-end before release. For comparing a canary build against baseline use run-canary-analysis."},"run-integration-tests-driver":{"name":"Run integration tests — driver","description":"Run the integration test suite for the driver service. Use when validating driver changes end-to-end before release. For comparing a canary build against baseline use run-canary-analysis."},"run-integration-tests-fleet":{"name":"Run integration tests — fleet","description":"Run the integration test suite for the fleet service. Use when validating fleet changes end-to-end before release. For comparing a canary build against baseline use run-canary-analysis."},"run-integration-tests-freight":{"name":"Run integration tests — freight","description":"Run the integration test suite for the freight service. Use when validating freight changes end-to-end before release. For comparing a canary build against baseline use run-canary-analysis."},"run-security-scan-auth":{"name":"Run security scan — auth","description":"Run dependency and container security scans for the auth service. Use when checking auth for vulnerable dependencies or CVEs before release. For reviewing IAM/access policy use review-iam-policy instead."},"run-security-scan-chat":{"name":"Run security scan — chat","description":"Run dependency and container security scans for the chat service. Use when checking chat for vulnerable dependencies or CVEs before release. For reviewing IAM/access policy use review-iam-policy instead."},"run-security-scan-config":{"name":"Run security scan — config","description":"Run dependency and container security scans for the config service. Use when checking config for vulnerable dependencies or CVEs before release. For reviewing IAM/access policy use review-iam-policy instead."},"run-security-scan-fleet":{"name":"Run security scan — fleet","description":"Run dependency and container security scans for the fleet service. Use when checking fleet for vulnerable dependencies or CVEs before release. For reviewing IAM/access policy use review-iam-policy instead."},"run-security-scan-fraud":{"name":"Run security scan — fraud","description":"Run dependency and container security scans for the fraud service. Use when checking fraud for vulnerable dependencies or CVEs before release. For reviewing IAM/access policy use review-iam-policy instead."},"run-security-scan-gateway":{"name":"Run security scan — gateway","description":"Run dependency and container security scans for the gateway service. Use when checking gateway for vulnerable dependencies or CVEs before release. For reviewing IAM/access policy use review-iam-policy instead."},"run-security-scan-matching":{"name":"Run security scan — matching","description":"Run dependency and container security scans for the matching service. Use when checking matching for vulnerable dependencies or CVEs before release. For reviewing IAM/access policy use review-iam-policy instead."},"run-security-scan-payments":{"name":"Run security scan — payments","description":"Run dependency and container security scans for the payments service. Use when checking payments for vulnerable dependencies or CVEs before release. For reviewing IAM/access policy use review-iam-policy instead."},"run-security-scan-ratings":{"name":"Run security scan — ratings","description":"Run dependency and container security scans for the ratings service. Use when checking ratings for vulnerable dependencies or CVEs before release. For reviewing IAM/access policy use review-iam-policy instead."},"run-security-scan-surge":{"name":"Run security scan — surge","description":"Run dependency and container security scans for the surge service. Use when checking surge for vulnerable dependencies or CVEs before release. For reviewing IAM/access policy use review-iam-policy instead."},"sandbox-migrate-to-next":{"name":"sandbox-migrate-to-next","description":"Use when porting a Cloudflare Sandbox app from stable @cloudflare/sandbox to @cloudflare/sandbox@next (Sandbox SDK 1.0 preview), or when the user asks to migrate or upgrade to Sandbox 1.0 / @next. Not for day-to-day stable work (sandbox-stable) or new @next apps (sandbox-next)."},"sandbox-next":{"name":"sandbox-next","description":"Use when building or changing Cloudflare Sandbox apps on @cloudflare/sandbox@next (Sandbox SDK 1.0 preview)—code execution, AI runners, interpreters, CI-like jobs, terminals, files, mounts, tunnels, preview URLs, lifecycle, or errors. Not for the default stable package (use sandbox-stable) or for porting stable to @next (use sandbox-migrate-to-next)."},"sandbox-sdk":{"name":"sandbox-sdk","description":"Build sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing untrusted code. Covers Sandbox SDK lifecycle, commands, files, code interpreter, and preview URLs. Biases towards retrieval from Cloudflare docs over pre-trained knowledge."},"sandbox-stable":{"name":"sandbox-stable","description":"Use when building or changing Cloudflare Sandbox apps on the current stable @cloudflare/sandbox package (default npm tag)—commands, sessions, files, ports, tunnels, terminals, bridge, production, or deprecated-API cleanup while staying on stable. Not for @cloudflare/sandbox@next (use sandbox-next) or for porting to 1.0 (use sandbox-migrate-to-next)."},"setup-docs":{"name":"setup-docs","description":"Bootstrap or audit the docs/ folder structure for a project. Explores the codebase, interviews the user about conventions, and builds out documentation incrementally. Use when starting a new project or when docs need a major refresh."},"shadcn":{"name":"shadcn","description":"Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI, including chat interfaces. Provides project context, component docs, and usage examples. Applies when working with shadcn/ui, component registries, presets, --preset codes, or any project with a components.json file. Also triggers for \"shadcn init\", \"create an app with --preset\", or \"switch to --preset\"."},"sweep":{"name":"sweep","description":"Scope-expansion skill. Identifies near-identical sibling tasks in the same domain as the stated task, audits existing patterns for consistency, and produces an expanded plan covering original + obvious + borderline siblings. Use when a stated task lives in a recurring pattern (notifications, data-fetching, form UX, error handling, API shapes, etc.) and you want to bundle related work rather than discover it piecemeal. Acts as a deliberate counter-pressure to the agent's default narrow-scope focus. Always user-invoked; never auto-applies."},"tdd":{"name":"tdd","description":"Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions \"red-green-refactor\", or wants integration tests."},"trace-latency-regression-gateway":{"name":"Trace latency regression — gateway","description":"Investigate a latency regression in the gateway service using distributed traces. Use when gateway got slower and you need to find the offending span or dependency. For standing dashboards use create-datadog-dashboard; for alerting use add-slo-alert."},"trace-latency-regression-geo":{"name":"Trace latency regression — geo","description":"Investigate a latency regression in the geo service using distributed traces. Use when geo got slower and you need to find the offending span or dependency. For standing dashboards use create-datadog-dashboard; for alerting use add-slo-alert."},"trace-latency-regression-maps":{"name":"Trace latency regression — maps","description":"Investigate a latency regression in the maps service using distributed traces. Use when maps got slower and you need to find the offending span or dependency. For standing dashboards use create-datadog-dashboard; for alerting use add-slo-alert."},"trace-latency-regression-routing":{"name":"Trace latency regression — routing","description":"Investigate a latency regression in the routing service using distributed traces. Use when routing got slower and you need to find the offending span or dependency. For standing dashboards use create-datadog-dashboard; for alerting use add-slo-alert."},"trace-latency-regression-telemetry":{"name":"Trace latency regression — telemetry","description":"Investigate a latency regression in the telemetry service using distributed traces. Use when telemetry got slower and you need to find the offending span or dependency. For standing dashboards use create-datadog-dashboard; for alerting use add-slo-alert."},"trace-latency-regression-tracing":{"name":"Trace latency regression — tracing","description":"Investigate a latency regression in the tracing service using distributed traces. Use when tracing got slower and you need to find the offending span or dependency. For standing dashboards use create-datadog-dashboard; for alerting use add-slo-alert."},"turnstile-spin":{"name":"turnstile-spin","description":"Set up Cloudflare Turnstile end-to-end in a project. Scan the codebase, create the widget via the Cloudflare API, embed it where user requests need bot verification (form submissions, SPA actions, API endpoints, download links, comment or vote submissions, etc.), wire canonical server-side siteverify in the customer's existing backend, validate, and persist the skill. Load this when a user asks to add Turnstile, set up CAPTCHA, protect a form or endpoint from bots, or fix a Turnstile integration. Mirrors developers.cloudflare.com/turnstile/spin."},"typesafe-ai":{"name":"typesafe-ai","description":"Build AI-powered software with TypeSafe: small units of AI intelligence you can use like programming primitives. Its System One models, including Jev, turn natural language and application state into typed judgments and probabilities that code can combine. Use when a feature needs programmable common sense, when brainstorming what AI could make possible in an app, or when an LLM prompt-and-parse step could become a structured decision. Applications include routing, ranking, extraction, verification, and interactive experiences; these are starting points, not the limits. Read live docs and cookbooks to find useful patterns and discover new combinations."},"vercel-cli-with-tokens":{"name":"vercel-cli-with-tokens","description":"Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g. \"deploy to vercel\", \"set up vercel\", \"add environment variables to vercel\"."},"vercel-composition-patterns":{"name":"vercel-composition-patterns","description":"React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes."},"vercel-react-best-practices":{"name":"vercel-react-best-practices","description":"React 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 optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements."},"vercel-react-native-skills":{"name":"vercel-react-native-skills","description":"React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs."},"web-design-guidelines":{"name":"web-design-guidelines","description":"Review 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 practices\"."},"web-perf":{"name":"web-perf","description":"Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge."},"workers-best-practices":{"name":"workers-best-practices","description":"Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge."},"wrangler":{"name":"wrangler","description":"Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge."},"write-design-doc":{"name":"Write design doc","description":"Draft an engineering design document or RFC for a new project or major change. Use when proposing a significant technical change that needs design review before building. For requesting review of already-written code use request-code-review."},"write-postmortem":{"name":"Write postmortem","description":"Write a blameless postmortem after an incident is resolved. Use when an incident is over and needs a root-cause write-up and action items. To coordinate a live incident use open-incident; to update procedures use update-runbook."},"write-swift":{"name":"write-swift","description":"How to write modern Swift well — modeling with value types, Swift 6 data-race safety and approachable concurrency (@concurrent, main-actor-by-default, actors, task groups), protocols and generics (some vs any), API design, performance and ARC, Swift Testing, macros, and the modern language features agents don't know about yet. Use when writing, reviewing, or migrating Swift, or when a concurrency error, a hang, a data race, a retain cycle, or a performance problem needs fixing."},"writing-for-agents":{"name":"writing-for-agents","description":"Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md."}},"fixtures":[{"id":"a11y-widget","recordingFile":"fixtures/recordings/real-a11y-widget.json","capturedAt":"2026-10-01","catalog":"real","catalogSize":51,"query":"our custom combobox is broken for keyboard users and voiceover announces nothing — fix the focus management and aria 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react components still use radix ui primitives — migrate the dialog and dropdown-menu over to base ui","groundTruth":["migrate-radix-to-base"],"negativeControl":false,"captureThreshold":0.85,"decoys":[],"run":{"rows":[["migrate-radix-to-base",0.98],["sweep",0.71],["research",0.48],["better-accessibility",0.43],["impeccable",0.39],["vercel-composition-patterns",0.34],["codebase-design",0.32],["vercel-react-best-practices",0.31],["emil-design-eng",0.23],["tdd",0.14],["hunk-review",0.13],["better-ui",0.12],["better-layout",0.1],["make-interfaces-feel-better",0.1],["model-routing",0.09],["shadcn",0.09],["git-create-pr",0.07],["web-design-guidelines",0.07],["better-interface",0.06],["git-commit",0.06],["find-skills",0.05],["sandbox-sdk",0.05],["typesafe-ai",0.04],["animate",0.03],["apple-design",0.03],["better-writing",0.03],["diagnosing-bugs",0.03],["setup-docs",0.03],["web-perf",0.03],["writing-for-agents",0.03],["agents-sdk",0.02],["animation-vocabulary",0.02],["better-colors",0.02],["better-typography",0.02],["find-animation-opportunities",0.02],["improve-animations",0.02],["sandbox-next",0.02],["sandbox-stable",0.02],["vercel-react-native-skills",0.02],["workers-best-practices",0.02],["cloudflare",0.01],["cloudflare-email-service",0.01],["cloudflare-one",0.01],["cloudflare-one-migrations",0.01],["deploy-to-vercel",0.01],["durable-objects",0.01],["sandbox-migrate-to-next",0.01],["turnstile-spin",0.01],["vercel-cli-with-tokens",0.01],["wrangler",0.01],["write-swift",0.01]],"selected":["migrate-radix-to-base"],"suggested":[],"capturedSelected":["migrate-radix-to-base"],"judgedCount":51,"shards":1,"latencyMs":126},"testStrip":[{"threshold":0.8,"selected":["migrate-radix-to-base"]},{"threshold":0.85,"selected":["migrate-radix-to-base"]},{"threshold":0.9,"selected":["migrate-radix-to-base"]}]},{"id":"swift-concurrency","recordingFile":"fixtures/recordings/real-swift-concurrency.json","capturedAt":"2026-10-01","catalog":"real","catalogSize":51,"query":"migrate this module to swift 6 strict concurrency — fix the sendable warnings and decide what should be main-actor isolated versus moved onto an actor","groundTruth":["write-swift"],"negativeControl":false,"captureThreshold":0.85,"decoys":[],"run":{"rows":[["write-swift",0.98],["codebase-design",0.56],["sweep",0.42],["research",0.25],["hunk-review",0.2],["diagnosing-bugs",0.16],["tdd",0.11],["model-routing",0.09],["git-commit",0.06],["git-create-pr",0.05],["better-interface",0.04],["find-skills",0.04],["typesafe-ai",0.04],["sandbox-sdk",0.03],["agents-sdk",0.02],["apple-design",0.02],["better-accessibility",0.02],["better-ui",0.02],["emil-design-eng",0.02],["impeccable",0.02],["improve-animations",0.02],["setup-docs",0.02],["shadcn",0.02],["vercel-react-native-skills",0.02],["workers-best-practices",0.02],["writing-for-agents",0.02],["animate",0.01],["animation-vocabulary",0.01],["better-colors",0.01],["better-layout",0.01],["better-typography",0.01],["better-writing",0.01],["cloudflare",0.01],["cloudflare-email-service",0.01],["cloudflare-one",0.01],["cloudflare-one-migrations",0.01],["deploy-to-vercel",0.01],["durable-objects",0.01],["find-animation-opportunities",0.01],["make-interfaces-feel-better",0.01],["migrate-radix-to-base",0.01],["sandbox-migrate-to-next",0.01],["sandbox-next",0.01],["sandbox-stable",0.01],["turnstile-spin",0.01],["vercel-cli-with-tokens",0.01],["vercel-composition-patterns",0.01],["vercel-react-best-practices",0.01],["web-design-guidelines",0.01],["web-perf",0.01],["wrangler",0.01]],"selected":["write-swift"],"suggested":[],"capturedSelected":["write-swift"],"judgedCount":51,"shards":1,"latencyMs":139},"testStrip":[{"threshold":0.8,"selected":["write-swift"]},{"threshold":0.85,"selected":["write-swift"]},{"threshold":0.9,"selected":["write-swift"]}]},{"id":"animation-naming","recordingFile":"fixtures/recordings/real-animation-naming.json","capturedAt":"2026-10-01","catalog":"real","catalogSize":51,"query":"there is a name for that effect where a popover scales in with a slight overshoot and settles — what is it called? i need the exact term to search the 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notification toast just pops into existence — build a proper enter and exit animation for it and pick the right curve and 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