Results for “ma”

Automate Supportivekoala operations through Composio's toolkit via Rube MCP, with dynamic tool discovery and connection management.

Create publication-quality statistical graphics in Python with seaborn, covering relational, distribution, and categorical plots with pandas integration.

Enforces rigorous ML modeling, feature engineering, training, and evaluation standards at principal-engineer level.

Route a task to the most fitting skill or agent. Parses user intent, checks installed-skill inventory, and picks the best match (single skill or chain).

Build high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services. Covers design principles, architecture, implementation patterns, and evaluation-driven development.

`analysis-agent`/`task-agent`/`review-agent`: use to recommend a risk-to-test evidence portfolio and omissions; skip test implementation, fixed-command, and release-verdict work.

`task-agent`/`review-agent`: use when jobs, workers, queues, schedules, retries, cancellation, or status visibility need design; skip when no async-job decision is required.

`analysis-agent`/`task-agent`/`review-agent`: use when migration, backfill, deployment order, rollback, or live-data safety needs design; skip when no data migration exists.

`analysis-agent`/`task-agent`/`review-agent`: use when Go context, goroutine, channel, error, interface, or resource semantics affect behavior; skip generic or non-Go work.

Use with analysis-agent or task-agent for task-local transaction, isolation, and conflict decisions. Do not use without a transaction decision or as task owner.

Map a current event below the surface into patterns, structures, and mental models. Use when a class or team needs systemic understanding before action.

Design a wise systems intervention from an existing analysis. Maps proposed actions against Meadows' leverage points, checks for unintended consequences, and generates alternatives.

Generate a scaffolded sequence of practice problems with graduated difficulty and strategic variability. Use when creating worksheets, homework sets, or independent practice materials.

Expert prompt optimization for LLMs and AI systems. Use PROACTIVELY when building AI features, improving agent performance, or crafting system prompts. Masters prompt patterns and techniques.

Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform

Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform

Use after the user has authorized GPT Pro help; manage a prompt-plus-sources workspace, route through ChatGPT Projects when available, and audit returned reasoning.

Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform

Model, simulate, and optimize Serializer/Deserializer (SerDes) systems — serial and parallel links — using MATLAB SerDes Toolbox. Design NRZ and PAM-N links (PAM3 through PAM16) — explore equalization architectures (FFE, CTLE, DFE), sweep or optimize parameters with genetic algorithms, and characterize channels from loss models, S-parameter files, or crosstalk scenarios. Process captured waveforms through equalization chains, build eye diagrams, and decompose jitter. Deliver IBIS-AMI models for Tx, Rx, Redriver, or Retimer by exporting to Simulink and compiling .ami/.ibs/.dll/.so files. Covers the full arc from initial design exploration and parameter optimization to compliance testing and compiled model validation, including custom datapath blocks for nonstandard equalization.

Automate Kit operations through Composio's Kit toolkit via Rube MCP, with tool discovery and connection management.

Automate Y Gy operations through Composio's Y Gy toolkit via Rube MCP, with tool discovery and connection management.

Automate YNAB budgeting operations through Composio's YNAB toolkit via Rube MCP, with tool discovery and connection management.

Automate Front operations through Composio's Front toolkit via Rube MCP, including tool discovery, connection management, and execution.

Automates Imgix image operations through Composio's toolkit via Rube MCP, with tool discovery and connection management.

Automate Helcim payment operations through Composio's toolkit via Rube MCP, with tool discovery and connection management.

Automate Kaggle operations such as competition submissions, dataset management, and notebook execution through Composio's Kaggle toolkit via Rube MCP.

Automate Baserow database operations through Composio's toolkit via Rube MCP, with tool discovery and connection management.

Automate Proofly operations through Composio's Proofly toolkit via Rube MCP, including tool discovery, connection management, and workflow execution.

Automate Pushover notifications through Composio's Pushover toolkit via Rube MCP, with dynamic tool discovery and connection management.

Automate DNS filtering operations through Composio's Dnsfilter toolkit via Rube MCP, including tool discovery, connection management, and execution.

Automate Instacart operations like order management and delivery tracking through Composio's Instacart toolkit via Rube MCP.

Automates Kraken IO image optimization and management tasks through Composio's Kraken IO toolkit via Rube MCP.

Automate Moneybird accounting operations through Composio's Moneybird toolkit via Rube MCP, with dynamic tool discovery and connection management.

Automate Smartproxy proxy operations through Composio's Smartproxy toolkit via Rube MCP, including tool discovery, connection management, and execution.

Automate Statuscake monitoring operations through Composio's toolkit via Rube MCP, with dynamic tool discovery and connection management.

Automate Calendarhero scheduling operations through Composio's toolkit via Rube MCP, with dynamic tool discovery and connection management.