Expert in background job processing with Bull/BullMQ (Redis), Celery, and cloud queues. Implements retries,...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
AI-powered career biographer that conducts empathetic interviews, extracts structured career narratives, and...
Implement AI chatbot analytics and conversation monitoring. Use when adding conversation metrics, tracking AI usage,...
Marketing and promotion specialist for Claude ecosystem technology - MCP servers, skills, plugins, and agents....
Semantic image-text matching with CLIP and alternatives. Use for image search, zero-shot classification, similarity...
Generates comprehensive, context-aware code review checklists tailored to the specific codebase, programming...
Expert in ALL computational collage composition: photo mosaics, grid layouts, scrapbook/journal styles, magazine...
Strategic analyst that maps competitive landscapes, identifies white space opportunities, and provides positioning...
Detect crisis signals in user content using NLP, mental health sentiment analysis, and safe intervention protocols....
Handle mental health crisis situations in AI coaching safely. Use when implementing crisis detection, safety...
Assigns confidence scores to agent outputs based on multiple factors including source quality, consistency, and...
Manages context passing between DAG nodes and spawned agents. Handles context summarization, selective forwarding,...
Modifies DAG structure during execution in response to failures, new requirements, or runtime discoveries. Supports...
Traces complete execution paths through DAG workflows. Records timing, inputs, outputs, and state transitions for...
End-to-end DAG execution orchestrator that decomposes arbitrary tasks into agent graphs and executes them in...
Detects fabricated content, false citations, and unverifiable claims in agent outputs. Uses source verification and...
Manages agent isolation levels and resource boundaries. Configures strict, moderate, and permissive isolation...
Identifies when task outputs require iteration based on quality signals, unmet requirements, or explicit feedback....
Validates agent outputs against expected schemas and quality criteria. Ensures outputs meet structural requirements...
Executes DAG waves with controlled parallelism using the Task tool. Manages concurrent agent spawning, resource...
Learns from DAG execution history to improve future performance. Identifies successful patterns, detects...
Profiles DAG execution performance including latency, token usage, cost, and resource consumption. Identifies...
Validates permission inheritance between parent and child agents. Ensures child permissions are equal to or more...
Central catalog of available skills with metadata, capabilities, and performance history. Provides skill discovery...