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Systematic debugging approach for Rust async code with Tokio, Turso, and redb. Use when diagnosing runtime issues, performance problems, async deadlocks, database connection issues, or panics.
Systematic approach to GitHub release preparation following 2025/2026 best practices for Rust workspace projects
Generate and edit images using TensorsLab's AI models. Supports text-to-image, image-to-image generation, plus advanced editing: avatar generation, watermark removal, object erasure, face replacement, and general image editing. Features automatic prompt enhancement, progress tracking, and local file saving. Requires browser-based authorization before first use.
This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, and model persistence. Should be invoked for tasks involving cloud GPU training, GGUF conversion, or when users mention training on Hugging Face Jobs without local GPU setup.
Multi-client outbound for lead gen agencies — infrastructure architecture, client isolation, domain strategy, warmup at scale, white-labeling, unified reporting, client onboarding playbooks, and cross-client operations. Use when setting up agency outbound infrastructure, onboarding new clients, isolating sending domains per client, managing warmup across 20+ mailboxes, building repeatable client onboarding processes, or designing agency-wide reporting. Do NOT use for Smartlead-specific platform config (use /sales-smartlead), single-domain deliverability (use /sales-deliverability), or individual campaign strategy (use /sales-cadence).
Build and optimize sales funnels — strategy, structure, conversion optimization, A/B testing, and analytics. Use when building a funnel, optimizing conversion rates, designing upsell/downsell flows, choosing a funnel builder, or planning a launch funnel. Do NOT use for email marketing sequences (use /sales-email-marketing), checkout-specific optimization (use /sales-checkout), or webinar funnels (use /sales-webinar). For Groove-specific help, use /sales-groove.
Extract tables, form fields, and document layout from PDFs or images (scanned PDFs, PNG/JPG) using Syncfusion Smart Data Extractor. Trigger when users ask to parse/extract/convert document data (invoices, receipts, KYC/forms) into structured output and want C#/.NET integration code using the extractor.
Prepare for tomorrow's meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations.
Query GMGN on-chain tracking data — follow-wallet trade records, KOL trades, and Smart Money trades. Supports sol / bsc / base.
Track CJ대한통운 and 우체국 parcels by invoice number with official carrier endpoints, and structure the workflow around a carrier adapter that can grow to more couriers later.
Complete reference for Runway's public API: models, endpoints, costs, limits, and types
Help users integrate Runway video generation APIs (text-to-video, image-to-video, video-to-video)