12,164 skills found · Page 229 of 406
benchflow-ai / routing-subtour-eliminationSubtour-elimination methods for TSP, VRP, pickup/dropoff routing, and routing MIPs with binary arc variables
benchflow-ai / threat-detectionExact detection thresholds for identifying malicious network patterns including port scans, DoS attacks, and beaconing behavior.
benchflow-ai / position-controller-trajectory-plannerUse this skill when implementing the outer control loop for a quadrotor — position PID control (position/velocity error → thrust and desired acceleration) and trajectory planning from flight-plan waypoints (takeoff, hover, fly, land segments → smooth 15-row state matrix).
benchflow-ai / geospatial-analysisAnalyze geospatial data using geopandas with proper coordinate projections
benchflow-ai / pdf-editingComplete guide for reading and editing PDF documents with PyMuPDF.
benchflow-ai / box-least-squaresBox Least Squares (BLS) periodogram for detecting transiting exoplanets and eclipsing binaries
benchflow-ai / transit-least-squaresTransit Least Squares (TLS) algorithm for detecting exoplanet transits in light curves
benchflow-ai / maven-build-lifecycleUse when working with Maven build phases, goals, profiles, or customizing the build process for Java projects.
benchflow-ai / senior-securityComprehensive security engineering skill for application security, penetration testing, security architecture, and compliance auditing. Includes security assessment tools, threat modeling, crypto implementation, and security automation
benchflow-ai / matched-filteringMatched filtering techniques for gravitational wave detection
benchflow-ai / first-order-model-fittingFit first-order dynamic models to experimental step response data and extract K (gain) and tau (time constant) parameters.
benchflow-ai / safety-interlocksImplement safety interlocks and protective mechanisms to prevent equipment damage and ensure safe control system operation.
benchflow-ai / fuzzy-matchA toolkit for fuzzy string matching and data reconciliation. Useful for matching entity names (companies, people) across different datasets where spelling variations, typos, or formatting differences exist.
benchflow-ai / jax-skillsHigh-performance numerical computing and machine learning workflows using JAX. Supports array operations, automatic differentiation, JIT compilation, RNN-style scans, map/reduce operations, and gradient computations. Ideal for scientific computing, ML models, and dynamic array transformations.
benchflow-ai / image-ocrExtract text content from images using Tesseract OCR via Python
benchflow-ai / reflow-machine-maintenance-guidanceThis skill should be considered when you need to answer reflow machine maintenance questions or provide detailed guidance based on thermocouple data, MES data or defect data and reflow technical handbooks.
benchflow-ai / docxWord document manipulation with python-docx - handling split placeholders, headers/footers, nested tables
benchflow-ai / workload-balancingOptimize workload distribution across workers, processes, or nodes for efficient parallel execution
benchflow-ai / pddl-skillsAutomated Planning utilities for loading PDDL domains and problems, generating plans using classical planners, validating plans, and saving plan outputs. Supports standard PDDL parsing, plan synthesis, and correctness verification.
benchflow-ai / python-scala-collectionsGuide for translating Python collection operations to idiomatic Scala
benchflow-ai / paired-reversal-cancellationReference for paired-reversal handling on GL batch tapes: an RV row whose ref-trace points at an earlier row cancels BOTH legs (the RV and the row it references) — but ONLY when the two value-dates fall within the shop's reversal settlement window; an RV that references a too-old posting is NOT a ca…
benchflow-ai / azure-bgpAnalyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments). Detect preference cycles, identify valley-free violations, and propose allowed policy-level mitigations while rejecting prohibited fixes.
benchflow-ai / rl-post-trainingDiagnostic guide for RL-based post-training of language models (GRPO, PPO, REINFORCE, DPO). Use proactively when debugging a training pipeline that shows no improvement, loss anomalies, reward stagnation, NaN gradients, or other unexpected behavior during reinforcement learning fine-tuning.
benchflow-ai / nanogpt-trainingTrain GPT-2 scale models (~124M parameters) efficiently on a single GPU. Covers GPT-124M architecture, tokenized dataset loading (e.g., HuggingFace Hub shards), modern optimizers (Muon, AdamW), mixed precision training, and training loop implementation.
benchflow-ai / trlReference for the TRL (Transformer Reinforcement Learning) library codebase. Use proactively before reading or editing any file under `trl/` so you have the intended contracts and invariants in mind, not just what the current code says.
benchflow-ai / flight-plan-parserUse this skill when converting natural language flight commands into waypoints and timing for a drone simulator. Covers parsing commands like "Take off to X m height in Y seconds", "Hover at X m height for Y seconds", "Fly from (x,y,z) to (x',y',z') in T seconds", and "Land from X m height in Y seco…
benchflow-ai / ac-branch-pi-modelAC branch pi-model power flow equations (P/Q and |S|) with transformer tap ratio and phase shift, matching `acopf-math-model.md` and MATPOWER branch fields
benchflow-ai / fjsp-baseline-repair-with-downtime-and-policyThis skill should be considered when you need to repair an infeasible or non-optimal flexible job scheduling planning schedule into a downtime-feasible, precedence-feasible one while keep no worse policy budget.
benchflow-ai / senior-data-scientistWorld-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence.
benchflow-ai / modal-gpuRun Python code on cloud GPUs using Modal serverless platform
