benchflow-ai

skillsbench

SkillsBench evaluates how well skills work and how effective agents are at using them.

1.9k159276 skills

Top skills by benchflow-ai

benchflow-ai

Skillsbench

pubchem-database

Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.

Pack1.9k159Backend

benchflow-ai

Skillsbench

rdkit

Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For…

Pack1.9k159Science

benchflow-ai

Skillsbench

skill-creator

Guide 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 capabilities with specialized…

benchflow-ai

Skillsbench

task-creator

SkillsBench task authoring — walk a contributor from idea to submission-ready task following CONTRIBUTING.md and the task-implementation rubric. Use when the user wants to create a new…

benchflow-ai

Skillsbench

task-review

SkillsBench task PR review — classifies the task track (standard / research / multimodal), runs static policy checks against the track-specific rubric, benchmarks the task across oracle…

benchflow-ai

Skillsbench

pdf

PDF manipulation toolkit. Extract text/tables, create PDFs, merge/split, fill forms, for programmatic document processing and analysis.

Pack1.9k159Documents

benchflow-ai

Skillsbench

audiobook

Create audiobooks from web content or text files. Handles content fetching, text processing, and TTS conversion with automatic fallback between ElevenLabs, OpenAI TTS, and gTTS.

Pack1.9k159Writing

benchflow-ai

Skillsbench

contract-playbook-review

Methodology for clause-by-clause review of a contract against a structured deviation policy ("playbook"). Covers how to walk a playbook, locate the matching provision in the contract, apply…

Pack1.9k159Legal

benchflow-ai

Skillsbench

gemini-count-in-video

Analyze and count objects in videos using Google Gemini API (object counting, pedestrian detection, vehicle tracking, and surveillance video analysis).

Pack1.9k159Video

benchflow-ai

Skillsbench

gemini-video-understanding

Analyze videos with Google Gemini API (summaries, Q&A, transcription with timestamps + visual context, scene/timeline detection, video clipping, FPS control, multi-video comparison, and…

Pack1.9k159Video

benchflow-ai

Skillsbench

gh-cli

The gh CLI is GitHub's official command line tool for interacting with GitHub repositories, issues, pull requests, and more. When needs to interact with GitHub repositories, issues, pull…

Pack1.9k159Data analysis

benchflow-ai

Skillsbench

gpt-multimodal

Analyze images and multi-frame sequences using OpenAI GPT series

benchflow-ai

Skillsbench

nda-clause-taxonomy

Reference for the standard clauses found in commercial non-disclosure agreements (mutual and one-way) — what each clause does, the surface forms it appears in, and how to recognise it in…

Pack1.9k159Legal

benchflow-ai

Skillsbench

video-frame-extraction

Extract frames from video files and save them as images using OpenCV

Pack1.9k159Video

benchflow-ai

Skillsbench

mhc-algorithm

Implement mHC (Manifold-Constrained Hyper-Connections) for stabilizing deep network training. Use when implementing residual connection improvements with doubly stochastic matrices via…

benchflow-ai

Skillsbench

nanogpt-training

Train 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…

benchflow-ai

Skillsbench

paired-reversal-cancellation

Reference 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…

benchflow-ai

Skillsbench

xlsx-parsing

Read Microsoft Excel (.xlsx) files robustly with `openpyxl` (or `pandas`). Covers multi-sheet workbooks, header rows, empty cells, merged cells, comma-separated list cells, and converting a…

Pack1.9k159Documents

benchflow-ai

Skillsbench

attention-variants-from-papers

Implement paper-defined attention variants by extracting mechanism invariants, mapping tensor shapes, preserving module interfaces, validating numerical behavior, and integrating the custom…

Pack1.9k159Research

benchflow-ai

Skillsbench

comp3-packed-decimal

Reference for COBOL COMP-3 (packed decimal / BCD) numeric storage -- layout on disk, declaring it in the FD, and pitfalls when carrying the decoded value through working storage and into…

benchflow-ai

Skillsbench

modal-gpu

Run Python code on cloud GPUs using Modal serverless platform. Use when you need A100/T4/A10G GPU access for training ML models. Covers Modal app setup, GPU selection, data downloading…

benchflow-ai

Skillsbench

triangulated-fx-rates

Reference for multi-hop / triangulated currency conversion on batch rate tapes. When a rate row carries an explicit "via" currency, the row's rate is only one leg of the conversion, and the…

benchflow-ai

Skillsbench

ebcdic-overpunch-decoding

Reference 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 digit and a sign. Useful when…

benchflow-ai

Skillsbench

fragmentation-aware-packing

Choose placements that preserve useful residual capacity. Use for bin packing, GPU sharing, accelerator placement, and multi-resource scheduling where stranded capacity hurts future fit.

benchflow-ai

Skillsbench

multi-resource-allocation-validation

Validate and repair proposed resource allocations by replaying them against temporary capacity. Use when actions consume several resource dimensions such as CPU, memory, GPUs, or…

benchflow-ai

Skillsbench

online-resource-scheduling

Design deterministic online scheduling policies from current observations. Use when assigning arriving work to limited resources without seeing future requests.

benchflow-ai

Skillsbench

gl-posting-codes

Background on general-ledger batch posting codes (HD/DR/CR/RV plus signed "other" rows). Reference only -- follow the task instruction for the exact rules, which may differ per account type.

benchflow-ai

Skillsbench

gnucobol-mainframe-batch

GnuCOBOL toolchain pointers for mainframe-style batch programs (LINE/RECORD SEQUENTIAL files, PIC clauses, cobc build flags).

benchflow-ai

Skillsbench

skillsbench

SkillsBench contribution workflow. Use when: (1) Creating benchmark tasks, (2) Understanding repo structure, (3) Preparing PRs for task submission.