benchflow-ai/skillsbench
57 skills · 88 total installs
$npx skills add benchflow-ai/skillsbenchSkillInstalls
skillsbenchSkillsBench contribution workflow. Use when: (1) Creating benchmark tasks, (2) Understanding repo structure, (3) Preparing PRs for task submission.skill-creatorGuide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's…task-reviewSkillsBench task PR review — classifies the task track (standard / research / multimodal), runs static policy checks against the track-specific rubric,…task-creatorSkillsBench task authoring — walk a contributor from idea to submission-ready task following CONTRIBUTING.md and the task-implementation rubric.ada-plan-view-accessibilityUse when checking simplified ADA-derived plan-view bathroom accessibility constraints such as turning space, door clear width, toilet centerline, grab bars,…architectural-dxf-extractionUse when extracting plan-view architectural geometry from DXF files with semantic CAD layers, especially when outputs must normalize rooms, doors, fixtures,…attention-variants-from-papersImplement paper-defined attention variants by extracting mechanism invariants, mapping tensor shapes, preserving module interfaces, validating numerical…audiobookCreate audiobooks from web content or text files. Handles content fetching, text processing, and TTS conversion with automatic fallback between ElevenLabs,…automatic-speech-recognitionTranscribe audio segments to text using Whisper models. Use larger models (small, base, medium, large-v3) for better accuracy, or faster-whisper for optimized…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).comp3-packed-decimalReference for COBOL COMP-3 (packed decimal / BCD) numeric storage -- layout on disk, declaring it in the FD, and pitfalls when carrying the decoded value…constraint-parserParse scheduling constraints from a email text.contract-playbook-reviewMethodology for clause-by-clause review of a contract against a structured deviation policy ("playbook").csv-processingUse this skill when reading sensor data from CSV files, writing simulation results to CSV, processing time-series data with pandas, or handling missing values…ebcdic-overpunch-decodingReference for the EBCDIC "overpunch" / zoned-decimal sign convention where the units position of a numeric field is replaced with a letter that encodes both a…elevenlabs-ttsElevenLabs Text-to-Speech API for high-quality speech synthesis.ffmpeg-video-editingVideo editing with ffmpeg including cutting, trimming, concatenating segments, and re-encoding.filler-word-processingProcess filler word annotations to generate video edit lists. Use when working with timestamp annotations for removing speech disfluencies (um, uh, like, you…fragmentation-aware-packingChoose placements that preserve useful residual capacity. Use for bin packing, GPU sharing, accelerator placement, and multi-resource scheduling where stranded…gemini-count-in-videoAnalyze and count objects in videos using Google Gemini API (object counting, pedestrian detection, vehicle tracking, and surveillance video analysis).gemini-video-understandingAnalyze videos with Google Gemini API (summaries, Q&A, transcription with timestamps + visual context, scene/timeline detection, video clipping, FPS control,…geometric-layout-repairUse when producing a minimally changed repaired 2D layout in JSON from extracted architectural geometry and rule-based clearance constraints.geospatial-routing-dataGeospatial routing data handling for depot and station coordinates, route node IDs, internal index mappings, great-circle distance matrices, and route-distance…gh-cliThe gh CLI is GitHub's official command line tool for interacting with GitHub repositories, issues, pull requests, and more.gl-posting-codesBackground on general-ledger batch posting codes (HD/DR/CR/RV plus signed "other" rows).gmail-skillManage Gmail - send, read, search emails, manage labels and drafts. Use when user wants to interact with their Gmail account for email operations.gnucobol-mainframe-batchGnuCOBOL toolchain pointers for mainframe-style batch programs (LINE/RECORD SEQUENTIAL files, PIC clauses, cobc build flags).gpt-multimodalAnalyze images and multi-frame sequences using OpenAI GPT seriesgttsGoogle Text-to-Speech (gTTS) for converting text to audio. Use when creating audiobooks, podcasts, or speech synthesis from text.hierarchical-taxonomy-clusteringBuild unified multi-level category taxonomy from hierarchical product category paths from any e-commerce companies using embedding-based recursive clustering…logistics-rules-to-optimizationTranslate logistics and operations rules into optimization variables and constraints.mesh-analysisAnalyzes 3D mesh files (STL) to calculate geometric properties (volume, components) and extract attribute data.mhc-algorithmImplement mHC (Manifold-Constrained Hyper-Connections) for stabilizing deep network training.modal-gpuRun Python code on cloud GPUs using Modal serverless platform. Use when you need A100/T4/A10G GPU access for training ML models.multi-resource-allocation-validationValidate and repair proposed resource allocations by replaying them against temporary capacity.multimodal-fusionCombine visual features (face detection, lip movement analysis) with audio features to improve speaker diarization accuracy in video files.nanogpt-trainingTrain GPT-2 scale models (~124M parameters) efficiently on a single GPU.nda-clause-taxonomyReference for the standard clauses found in commercial non-disclosure agreements (mutual and one-way) — what each clause does, the surface forms it appears in,…online-resource-schedulingDesign deterministic online scheduling policies from current observations. Use when assigning arriving work to limited resources without seeing future requests.openai-ttsOpenAI Text-to-Speech API for high-quality speech synthesis. Use for generating natural-sounding audio from text with customizable voices and tones.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…pdfPDF manipulation toolkit. Extract text/tables, create PDFs, merge/split, fill forms, for programmatic document processing and analysis.pid-controllerUse this skill when implementing PID control loops for adaptive cruise control, vehicle speed regulation, throttle/brake management, or any feedback control…pubchem-databaseQuery PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for…rdkitCheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D…routing-subtour-eliminationSubtour-elimination methods for TSP, VRP, pickup/dropoff routing, and routing MIPs with binary arc variables.scip-optSCIP optimization with PySCIPOpt. Use when facing an optimization problem with an objective, hard constraints, soft penalties, integer decisions, routing,…simulation-metricsUse this skill when calculating control system performance metrics such as rise time, overshoot percentage, steady-state error, or settling time for evaluating…speaker-clusteringChoose and implement clustering algorithms for grouping speaker embeddings after VAD and embedding extraction.speech-to-textTranscribe video to timestamped text using Whisper tiny model (pre-installed).triangulated-fx-ratesReference for multi-hop / triangulated currency conversion on batch rate tapes.vehicle-dynamicsUse this skill when simulating vehicle motion, calculating safe following distances, time-to-collision, speed/position updates, or implementing vehicle state…video-frame-extractionExtract frames from video files and save them as images using OpenCVvoice-activity-detectionDetect speech segments in audio using VAD tools like Silero VAD, SpeechBrain VAD, or WebRTC VAD.whisper-transcriptionTranscribe audio/video to text with word-level timestamps using OpenAI Whisper. Use when you need speech-to-text with accurate timing information for each word.xlsx-parsingRead Microsoft Excel (.xlsx) files robustly with `openpyxl` (or `pandas`).yaml-configUse this skill when reading or writing YAML configuration files, loading vehicle parameters, or handling config file parsing with proper error handling.