Каталог навыков агентов

Build, tailor, render and approve the CV, then upload the approved version to JobCubby.

Create ATS-optimized resumes and CVs with proper structure, metrics, and industry targeting.

Select center slices from a 3D volume and zero-pad along depth when the scan has fewer slices than the target count

Applies Mixup augmentation to 3D volumetric images and their segmentation masks, interpolating both inputs and loss targ...

ArcFace angular margin loss layer for learning discriminative embeddings — used in image retrieval, product matching, an...

Combines BCE-with-logits and soft Dice loss with configurable weights for binary and multilabel segmentation training.

Crops uninformative black or dark borders from images by deriving a binary mask from the grayscale channel and trimming...

Detect all-black DICOM/MRI slices (mean==0) and replace them by randomly sampling a non-black slice from the same series

Fuse low-resolution multispectral bands with a high-resolution panchromatic band using the Brovey transform to produce s...

This skill enables creation of professional CVs/resumes from structured YAML using rendercv. Define your experience once...

Select a fixed number of Z-slices centered around the volume midpoint for memory-efficient 2.5D input from 3D CT/MRI sta...

Fuse CNN image features with a small tabular MLP branch via concat before a final classifier, training both branches end...

Professional CV and resume builder transforming career narratives into ATS-optimized, multi-format resumes. Integrates w...

Add a cumulative sum channel along the vertical axis to capture directional structural trends in grayscale images for se...

Ingest and organize raw career data from Obsidian notes, CSV files, zip archives, and markdown documents into the Univer...

Fuses 3D object detections from multiple models by clustering nearby predictions with DBSCAN and taking cluster centroid...

Dice coefficient loss for pixel-level segmentation that directly optimizes the overlap between predicted and ground-trut...

Order DICOM slices into a coherent 3D volume by sorting on ImagePositionPatient[2] (the Z coordinate in patient space),...

Turn a finished CV into a parsing-safe Word file ready to upload: one column, real heading styles, no tables, headers or...

GPU-accelerated k-NN regression on CLIP image embeddings using cosine distance and inverse-distance-power weighting to p...

Models multiple conditions with a single flat output layer of N_labels × N_classes logits, sliced into per-condition sof...

Alpha-weighted focal loss that down-weights easy examples to focus training on hard, misclassified pixels in imbalanced...

Replaces global average pooling with Generalized Mean (GeM) pooling, using a learnable or fixed exponent to emphasize hi...

Generate professional, ATS-optimized CVs for FlowCV, Canva, Google Docs, or Word. Handles multi-source merging, JD targe...

Accumulates gradients over multiple mini-batches before stepping the optimizer, simulating larger effective batch sizes.

Check a CV for claims that would not survive an interview, a reference or a background check: inflated titles, unprovabl...

Apply radiological windowing to HU images — clamp to center/width range for tissue-specific visualization (lung, bone, s...

Grid search binarization thresholds on validation predictions to find the cutoff that maximizes mean IoU

Average predictions from K independently trained fold models at inference time for variance reduction without stacking c...

Query the CV knowledge base to find achievements, stories, and metrics by theme, skill, company, or keyword. Use when us...

Use linear assignment problem (LAP/lapjv) on a score matrix to select globally optimal hard-negative pairs for metric le...

Trainable nonlinear distance metric that transforms (v1-v2) and (v1-v2)^2 through a linear layer before computing square...

Lovasz hinge loss that directly optimizes IoU for binary segmentation by computing a convex surrogate via sorted predict...

Expert in managing professional candidate CVs and interview records. **Use this skill whenever the user mentions 'add a...

Compute mean Average Precision by sweeping IoU thresholds from 0.5 to 0.95 on RLE-encoded instance masks using pycocotoo...

Removes predicted segmentation masks below a per-class minimum pixel area threshold to eliminate small false positive re...

Uses PyTorch AMP autocast and GradScaler for FP16 training, halving memory usage and speeding up training on modern GPUs...

Combines mixup augmentation (linear interpolation of image pairs and their labels) with label smoothing in a single trai...

Assign an unknown/novel class when all nearest-neighbor distances exceed a tuned cutoff threshold for open-set recogniti...

Uses pack_padded_sequence to exclude padding tokens from cross-entropy loss in variable-length sequence generation.

Group near-duplicate images by perceptual hash (pHash) as a zero-cost baseline signal for product or image matching

Computer vision ML pipelines for image classification, object detection, semantic segmentation, and image generation. Ac...

Apply lower dropout in shallow/final U-Net layers and higher dropout in deep layers to preserve spatial detail while reg...

Parameter-efficient Continuous-Variable photonic Quantum Neural Networks for edge AI deployment. Simplified CV-QNN archi...

Samples a fixed number of slices from variable-length CT/MRI stacks using quantile indexing to produce consistent input...

Optimize resumes and CVs for impact, ATS compatibility, and audience targeting. Supports multiple formats (chronological...

Encodes binary segmentation masks into compressed RLE format for efficient storage and submission.

Score candidate CVs on a 100-point scale against a Job Description. Use this skill when the user wants to evaluate, scor...

Sigmoid-transformed normalized RMSE that maps error from [0,inf) to a bounded (0,1] similarity score using R2-score rati...

Resample a 3D medical volume to a fixed depth N (e.g. 32) and feed the N slices as input *channels* to a 2D CNN with `in...

Cyclic cosine annealing LR that produces M diverse snapshots from a single training run for free ensembling

ATS-focused CV tailoring workflow from job URL/text/image to bullet-point output and optional Google Drive upload.

Optimize resumes by matching keywords to the job description, rewriting experience with the quantified STAR method, and...

Assembles N extracted tiles into a sqrt(N) x sqrt(N) mosaic image for single-forward-pass CNN inference on whole slide i...

Tversky loss with independent alpha/beta constants to separately penalize false positives and false negatives in imbalan...

Source-cited draft: vat / gst for Cape Verde (tax year 2025) — rates, thresholds and rules with primary-source citations...

Extracts calibrated yes/no probabilities from a VQA model by masking all logits except yes/no token variants and renorma...

BCE loss with per-class asymmetric positive/negative weights to match competition metrics or handle class imbalance in m...

Expert CV/resume writer with deep ATS optimization, job description analysis using chain-of-thought reasoning, industry-...

Systematic abstraction discovery using Commonality Variability Analysis. Build matrix of what varies vs what's constant,...

Real-world ROI case study for healthcare content automation pipeline. Clínica Mente Saudável case with validated metrics...

Agent system taxonomy (A/B/C/D) based on capabilities - Type A (pure AI), Type B (AI+database context), Type C (AI+web g...

Brazilian healthcare compliance for regulated medical and psychological content. Includes LGPD data protection, CFM/CRP/...

Complete 5-system healthcare content pipeline for regulated medical content generation. Includes LGPD data extraction (T...

Healthcare SEO strategy for Brazilian medical and wellness professionals. Includes specialized keyword research (dermato...

Overview of Clojure + Google ADK + Vertex AI development environment. Comprehensive lab for building production AI agent...

Context management patterns for multi-source AI agents in Clojure+Vertex AI. Covers 4 context types (static/query/API/pr...

Cost optimization strategies for production AI pipelines in Clojure+Vertex AI. Covers multi-model routing (70% Gemini/20...

Multi-agent workflow orchestration patterns for Clojure+Vertex AI. Covers sequential/parallel/DAG topologies, state mana...

Quick reference cheatsheet for Google ADK in Clojure. Includes agent creation patterns, model configuration, tool buildi...

Quick reference cheatsheet for libpython-clj Python interop. Includes initialization, module imports, function calls, da...

Clojure project setup and configuration for agent development with Google ADK. Includes deps.edn configuration, director...

Python interoperability setup using libpython-clj for Clojure agent development. Includes Python environment configurati...

Complete Vertex AI and Google Cloud Platform setup for Clojure agent development. Includes GCP project saas3-476116 cred...

Operate CVAT for computer-vision annotation, dataset workflows, SDK/CLI automation, auto-annotation, and self-hosted dep...

CVE awareness — scan dependencies and code for vulnerabilities, audit docs for CVE leaks, plan responsible disclosure, b...

Audit exact npm dependency versions against OSV through Runx native HTTP and emit replay-verified evidence with no unver...

CVE and CWE database querying and management

Look up Common Vulnerabilities and Exposures (CVEs) with severity scores, affected software, exploitability status, and...

CVE research, standalone PoC script and report generation. Given a CVE ID, researches NVD and advisories, generates a sa...

Determine whether a CVE in a dependency actually affects your application by tracing call paths from your code to vulner...

Dependency vulnerability remediation workflow for this repository. Use when fixing CVE, BDSA, GHSA, OSV, npm, PyPI, Depe...

Research CVEs and security advisories for project dependencies. Uses Exa, NVD API, OSV.dev, and GitHub Advisory Database...

Searches the NIST NVD database for CVE vulnerabilities using API 2.0. Returns CVE details, CVSS scores, affected softwar...

Audit CVE/vulnerability source coverage for a technology stack. Maps each component (container, library, base image, run...

Эксперт CVE tracking. Используй для vulnerability management, security advisories и patch prioritization.

CVE triage workflow for vulnerability analysis, reproduction assessment, and patch verification

Triages and prioritizes CVEs using CVSS 4.0, SSVC 2.1 decision trees, EPSS scores, and CISA KEV catalog cross-referencin...

Plan responsible CVE disclosure, guide silent fixes, and BLOCK all public GitHub actions until CVE is properly handled

Operate the CVM pipeline end-to-end with reproducible commands. Use when asked to onboard CSV drops, run churn/cross_sel...

Diagnose and unblock CVM pipeline failures quickly. Use when ingest, dbt, train, score, e2e, or drift commands fail; whe...

Use when CV or resume prose needs to read like a strong senior/executive CV - when text sounds conversational, personal,...

When the user wants cost-volume-profit analysis, breakeven points, or operating leverage assessment. Also use when the u...

Use when preparing the final version of an accepted CVPR paper, covering de-anonymization, the dataset-release-by-camera...

Use when planning a CVPR submission campaign end to end, covering the November abstract/paper/supplement deadline chain,...

想了解 cvs？本技能汇集了你需要的关键信息。