microsoft-agentic-harness

General-purpose conversational assistant that reads project files and renders images, forms, and tables inline in its answers.

Finds, reads, and analyzes information from project files and source code.

Conversational agent embedded in the observability dashboard. Reads the current view and acts on it — changes the time range, navigates between pages, and refreshes data — and can list the available metrics.

Scaffold a Terraform or Bicep module, validate and plan it, and security-scan it before proposing the change. Plan and scan only — this skill never deploys.

Root-cause cluster problems with K8sGPT analysis and live health, without mutating the cluster. Returns LLM-shaped findings; remediation is out of scope for this skill.

Retrieve past GitOps learnings, incidents, and resolutions from the knowledge base and correlate them with live K8sGPT analysis. Read-only — retrieval and reasoning, no cluster or repo changes.

Detect drift between desired Git state and the live cluster, read cluster health, and propose a Git-side remediation as a ChangeProposal. Never mutates the cluster or repo directly.

Read, list, write, and verify files in a sandbox-injected working copy. Write goes through ChangeProposal — never direct mutation.

Reads execution traces and proposes skill/prompt changes to improve agent performance.

Deterministic echo agent for E2E testing. Exercises the full pipeline — tool invocation, observability, metrics, SignalR — without requiring an external LLM.

Coordinates specialized agents to accomplish complex, multi-step tasks.

Finds, reads, and analyzes information from files, repositories, and external sources.