Interact with Channel Talk using extracted desktop app or browser credentials - read chats, send messages, search messages, manage groups
Generate a documentation pack for a .NET repository so AI coding agents can reason about it — AGENTS.md, architecture, ADRs, data model…
Create, repair, compact, or audit repository agent context using minimum viable context, progressive disclosure, canonical ownership…
Agent spawning, lifecycle management, and coordination patterns.
Halts agent drift, restates user objectives, and applies minimal safe corrections to keep AI workflows on track.
Create production-grade agent .md files aligned with the Anthropic 2026
Use when rendering multi-agent debate, discussion, or review output in the terminal.
Multi-agent orchestration enforcement for /team command.
Testing and benchmarking LLM agents including behavioral testing,
Designs and runs agent evaluation frameworks to measure and improve performance.
Agent eXperience Interface (AXI) — ergonomic standards for building CLI tools that agents use via shell execution.
Meta-skill that orchestrates the full agent creation pipeline.
Claude Agent SDK build harness with a Planner/Builder/Evaluator loop.
Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.
Design spec with 98 rules for building CLI tools that AI agents can safely use.
Generate AGENT.md files with proper YAML frontmatter, role definitions, expertise areas, and prompt templates following Babysitter SDK…
Use for runtime policy enforcement and governance of AI agents with Microsoft's Agent Governance Toolkit (AGT).
Installs and manages standardized design collaboration rules in AGENTS.md to enforce disciplined AI coding practices.
Audit an AI agent's production harness as a release-specific assurance case using repository and runtime evidence.
Analyzes and improves AI agent collaboration environments based on the 12 principles of Agent Harness maturity.