Software Development
1,831 results
- Benchmark Review ConfigsOpenAIOfficialDeterministically score comparable imported review-run lanes with root-cause metrics and uncertainty. Use only when the user explicitly asks to benchmark normalized local review runs or use the bundled synthetic fixture.
- Dashboard GuidelinesElasticOfficialUse when creating or reviewing Kibana assets in packages, including dashboard export structure, naming, and data stream alignment.
- Dashboard ReviewElasticOfficialUse when reviewing dashboard JSON changes in a PR or branch. Extracts structured descriptions with kbdash, compares before/after, and checks guideline compliance.
- Handoff Fusion EngineeringOpenAIOfficialPrepare a traceable local Fusion engineering review draft with source identities, artifacts and unresolved assurance gates. Not for sending, publication or release approval.
- Investigate Application PerformanceOpenAIOfficialInvestigate reviewed Grafana APM evidence for request rate, error rate, and operational latency. Use when an application is slow, erroring, dropping traffic, regressing against a baseline, or needs a bounded request-rate, error, and p95 latency health assessment.
- Maintain IntegrationElasticOfficialUse when reviewing, fixing, or improving an EXISTING Elastic integration package. Covers quality reviews, targeted fixes (pipelines, field mappings, CEL programs, manifests, changelogs), full improvement passes, and minor adjustments. Use create-integration instead when creating a new package or adding a new data stream from scratch.
- Normalize Review RunsOpenAIOfficialValidate and normalize declared local review-run exports into a bounded canonical summary. Use only when the user explicitly asks to normalize review runs or use the bundled synthetic fixture.
- Package SpecElasticOfficialPackage specification compliance for Elastic integration packages. Covers manifest structure (format_version, conditions, variables, var_groups, provider_permissions, routing rules), changelog schema and semantic version bumps, and alignment with the upstream elastic/package-spec.
- Recommend Review Reference ArchitectureOpenAIOfficialRecommend a conservative shadow-only review reference architecture from valid offline evidence. Use only when the user explicitly asks for a reference-architecture recommendation or uses the bundled synthetic fixture.
- Code ReviewMicrosoftOfficialReview changed code for reuse, quality, and efficiency, then fix any issues found.
- CouncilMicrosoftOfficialConvene the persona panel — six orthogonal review lenses — on a target. Cold independent fan-out, debate-to-consensus, synthesized verdict with recorded dissent and a roster manifest.
- OutcomistMicrosoftOfficialOutcome-clarity reviewer that asks whether you have defined what you're trying to achieve and validated that the problem is real. Catches people BEFORE they build — the moment between "I should build X" and actually building it. Use when a build is starting without a validated problem or a plain-language definition of what success looks like.
- RetrospectiveMicrosoftOfficialReview how work went and improve the next round. USE WHEN asked for a retro, delays, or process lessons. DO NOT USE for code review or transcript replay.
- Second OpinionMicrosoftOfficialIndependent review of current work or a past session. USE WHEN a user wants a second opinion. DO NOT USE WHEN ordinary code review is wanted — use code-review.
- Session DebugMicrosoftOfficialDiagnose issues in the current Amplifier session — misconfigured tools, failing operations, unexpected behavior. Use when something isn't working right.
- Download SnapshotMicrosoftOfficialDownload a snapshot dump file from Application Insights Snapshot Debugger. Use this when asked to download, save, or export a snapshot or .dmp file for offline debugging.
- Enable Snapshot DebuggerMicrosoftOfficialGuide users through enabling the Application Insights Snapshot Debugger for .NET on their platform. Use this when asked to enable the snapshot debugger, set up snapshot collection, or when snapshot data is missing.
- Get Snapshot Debug InfoMicrosoftOfficialFetch exception details, call stack, and variable values from an Application Insights Snapshot Debugger snapshot. Use this when asked to inspect a snapshot, view exception info, debug an exception, or see variable values from a crash.
- Marketplace Sdk ReferenceVercelOfficialSitecore Marketplace SDK API reference. Use when the user asks about SDK methods, types, queries, mutations, subscriptions, or how to use any Sitecore Marketplace SDK API.
- Perf OptimizationMicrosoftOfficialGuide for analyzing performance issues based on profiler and code optimizations, including CPU, latency, and throughput. Use this when asked to investigate performance bottlenecks or optimize application performance.
- Ts Maintain Reduce ReproMicrosoftOfficialHow to make minimal repos that the TypeScript team enjoys working with
- Nextjs Reproduce IssueVercelOfficialReproduce and validate a reported Next.js issue using real code and runtime evidence. Use when investigating whether a vercel/next.js bug report is reproducible, repairing an incomplete reproduction, or creating the smallest standalone reproduction when none is provided.
- Span Convention ReviewSentryOfficialReview OpenTelemetry tracing span changes in SDK repositories for conformance to Sentry Conventions and OTel Semantic Conventions. Use when reviewing span instrumentation, "review spans", "check span conventions", "span review", "OTel span check", "tracing convention review".
- AutoreviewopenclawStructured Codex, Claude, Amp, Pi, or Kimi code review when explicitly requested.