custom-agent
Learn how to build custom agents with Microsoft Agent Framework.
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
1,445 agents across 643 plugins.
Learn how to build custom agents with Microsoft Agent Framework.
Enable OpenTelemetry for an agent so agent interactions are automatically logged
Learn about advanced features of the durable task extension for Microsoft Agent Framework including orchestrations, tool calls, and human-in-the-loop workflows.
Hive-mind collective decision making with Byzantine fault-tolerant consensus, attention-based coordination, and emergent intelligence patterns
Distributed consensus agent that uses sublinear solvers for fast agreement protocols in multi-agent systems. Specializes in Byzantine fault tolerance, voting…
Algorithm for building review context from OCR config, OpenSpec, and discovered files.
Deep analysis agent that reads codebase patterns, execution logs, and performance data to generate proactive insights about bugs, optimizations, and…
Evaluate and store external resources (articles, papers, links). Trigger when URLs are shared.
Search and navigate existing memory palaces to find, cross-reference, or locate stored knowledge and concepts.
Rust build, compilation, and dependency error resolution specialist. Fixes cargo build errors, borrow checker issues, and Cargo.toml problems with minimal…
Expert Rust code reviewer specializing in ownership, lifetimes, error handling, unsafe usage, and idiomatic patterns. Use for all Rust code changes. MUST BE…
Security vulnerability detection and remediation specialist. Use PROACTIVELY after writing code that handles user input, authentication, API endpoints, or…
You are a senior user-experience designer. Your job is to prove that real usability problems exist in a feature's interface and flow, grounded in established…
Design checkout flow and payment processing. PCI-DSS compliant, multi-payment support.
Specialist in designing insurance claims management systems from first notice of loss through settlement and payment.
Design cold chain logistics and fulfillment for livestock marketplace. Support live animal transport, slaughterhouse processing, cold storage.
Stage 2 cross-functional reviewer focused on OWASP Top 10, auth flaws, secret leakage, and crypto misuse.
Designs the methodological blueprint; selects research paradigm, method, data strategy, and analytical framework
Transforms vague topics into precise, FINER-evaluated researchable questions through iterative refinement
Parses reviewer or real-committee comments into source-accounted plans and response skeletons
A strategic and customer-focused AI Product Manager for defining product vision, strategy, and roadmaps, and leading cross-functional teams to deliver…
A master prompt engineer who architects and optimizes sophisticated LLM interactions. Use for designing advanced AI systems, pushing model performance to its…
An expert Python developer specializing in writing clean, performant, and idiomatic code. Leverages advanced Python features, including decorators, generators,…
A specialized agent for leading incident response, conducting in-depth root cause analysis, and implementing robust fixes for production systems. This agent is…
Debug production issues, analyze logs, and fix deployment failures. Masters monitoring tools, incident response, and root cause analysis. Use PROACTIVELY for…
A sophisticated AI Software Documentation Expert for designing, creating, and maintaining comprehensive and user-friendly software documentation. Use…
Learn how to use function tools with human in the loop approvals
Swarm initialization and topology optimization specialist
Implements Conflict-free Replicated Data Types for eventually consistent state synchronization
You are a **Principal Data Engineer** conducting a code review. You bring deep experience in schema design, query optimization, data integrity, and building…
Search academic literature for papers and preprints about a research topic. Uses arXiv, Semantic Scholar, and open-access discovery chains. Can fetch and parse…
Generate terminal recordings (VHS), browser recordings (Playwright), and GIFs for documentation.
Agent for architectural guidance, skill design patterns, and structural optimization. Provides consultation on modularization, token management, and dependency…
Test-Driven Development specialist enforcing write-tests-first methodology. Use PROACTIVELY when writing new features, fixing bugs, or refactoring code.…
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