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Programming, frameworks, implementation, frontend, backend, and app development
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- App Sdk ConceptsUse when starting any grafana-app-sdk work — scaffolding a Grafana app, initializing a Grafana App Platform app, picking a deployment mode (standalone operator / grafana/apps / frontend-only), wiring app-specific config, or onboarding to the SDK. Covers `grafana-app-sdk` CLI install, `project init` per deployment mode, project layout, the schema-centric workflow (CUE kinds → generated code → reconciler/admission logic), and `SpecificConfig` for env-driven app configuration. Use even if the us...Votes: 0GitHub stars: 8
- App ObservabilityGet RED metrics + service maps + frontend RUM + AI/LLM monitoring out of Grafana Cloud — Application Observability (`traces_spanmetrics_*` from OTel traces, p50/p95/p99 latency, exemplar-to-trace, traces-to-logs / profiles), Frontend Observability with the Faro Web SDK (Core Web Vitals, session replay, `pushError`, React + router integration, `TracingInstrumentation` for browser → backend trace correlation), and AI Observability via OpenLIT (token / cost / latency, GPU, hallucination + toxici...Votes: 0GitHub stars: 8
- Apk Reverse在 CLI 环境下做 Android APK 逆向时使用。适用于 APK 解包、Java 反编译、smali 修改、重打包、Frida 动态 Hook，以及按需切换到 so/native 分析。优先使用本机已安装的 jadx、apktool、frida、adb、ida-reverse、radare2。Votes: 0GitHub stars: 8
- Alphagenome Single Variant AnalysisAnalyzes genetic variant effects on gene expression (RNA-seq), chromatin accessibility (DNASE), histone marks (ChIP), and transcription factors using the AlphaGenome API. Use when the user asks about non-coding variant effects, pathogenicity, clinical significance, disease associations, functional effects, gene expression changes, splicing disruption, or regulatory effects in promoters and enhancers. Also use for resolving biological terms to tissue/cell-type ontologies (UBERON/CL) or analyzi...Votes: 0GitHub stars: 8
- Air Quality ScientistExpert-thinking profile for Air Quality Scientist (ambient monitoring / chemical transport modeling (CMAQ, CAMx) / source apportionment / regulatory attainment (NAAQS, SIP)): Reasons from source emissions through transformation, transport, and dose using SMOKE/MOVES inventories, WRF-driven CTMs like CMAQ and CAMx, PMF/ME-2 apportionment, and concentration-response functions, while treating rotational PMF ambiguity, AOD-to- PM bias in humid regions, uncalibrated low-cost sensors, and...Votes: 0GitHub stars: 8
- Agents SdkBuild AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.Votes: 0GitHub stars: 8
- Agent Browser VerifyAutomated browser verification for dev servers. Triggers when a dev server starts to run a visual gut-check with agent-browser — verifies the page loads, checks for console errors, validates key UI elements, and reports pass/fail before continuing.Votes: 0GitHub stars: 8
- AdjusttextUse the Python adjustText package to automatically move matplotlib text labels so they do not overlap each other, points, or other artists. Use for crowded scatter plots, volcano plots, PCA/UMAP labels, line-end annotations, maps, and publication figures that need readable labels with optional arrows. Pairs with matplotlib, seaborn, scanpy, and scientific-visualization workflows.Votes: 0GitHub stars: 8
- Accelerator PhysicistExpert-thinking profile for Accelerator Physicist (experimental / beam physics): Reasons from beam optics, RF cavities, emittance budgets, and loss maps while treating halo and impedance-driven instabilities as first-class failure modes.Votes: 0GitHub stars: 8
- Temporal Frame BinningReduce temporal resolution by averaging consecutive frame blocks to improve SNR and compress high-cadence dataVotes: 0GitHub stars: 61
- Sensor Modality DropoutRandomly zero out entire sensor modalities during training with a learned gate to handle missing modalities at inferenceVotes: 0GitHub stars: 61
- Se Residual 1d Cnn1D ResNet block with Squeeze-and-Excitation channel attention for temporal sensor feature extractionVotes: 0GitHub stars: 61
- Scaled Nan SentinelEncode missing sensor data with a per-modality sentinel value that survives standardization and remains detectable after scalingVotes: 0GitHub stars: 61
- Retroactive Outlier RescalingWalk backward through a time series and multiplicatively rescale segments when jumps exceed a fraction of the running mean to correct data collection anomaliesVotes: 0GitHub stars: 61
- Ratio Target For SmapeTransform forecasting target to next/current ratio minus one so that optimizing MAE or squared error implicitly minimizes SMAPEVotes: 0GitHub stars: 61
- Quaternion Angular VelocityDerive angular velocity from consecutive quaternion frames via relative rotation and rotvec conversionVotes: 0GitHub stars: 61
- Periodogram Seasonality DetectionUse scipy periodogram to identify dominant seasonal frequencies in a time series before selecting Fourier feature orders or ARIMA seasonal parametersVotes: 0GitHub stars: 61
- Multimodal Trajectory HeadSingle linear head that jointly predicts K candidate trajectories and K softmax confidences, sliced and reshaped for multimodal regressionVotes: 0GitHub stars: 61
- Multiband Tsfresh FftApply tsfresh per-passband feature extraction with FFT coefficients to capture multi-band periodicity from irregular time seriesVotes: 0GitHub stars: 61
- Mean Residual DecompositionDecompose multi-output prediction into a global mean (1D model) plus per-channel residuals (2D model) with quadrature uncertaintyVotes: 0GitHub stars: 61
- Learnable Fir FilterInitialize a depthwise Conv1d with FIR filter coefficients as a trainable high-pass/low-pass filter for sensor signal preprocessingVotes: 0GitHub stars: 61
- Imu Gravity RemovalRemove gravity component from raw accelerometer data using quaternion rotation to yield linear accelerationVotes: 0GitHub stars: 61
- Hierarchy Level Confidence CoefficientsAssign different uncertainty spread coefficients per aggregation level in hierarchical forecasts, reflecting that higher aggregation yields narrower intervalsVotes: 0GitHub stars: 61
- Gradient Transit Phase DetectionDetect event ingress/egress boundaries by finding steepest gradient on each side of the signal minimum in a smoothed time seriesVotes: 0GitHub stars: 61