mckinsey/agents-at-scale-ark

Provider-agnostic operations for agentic resources. ARK codifies patterns and practices developed across dozens of agentic application projects.

422Stars on the repository
46Mods indexed here, across every type
todayLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

ark-architect

01

mckinsey/agents-at-scale-ark

Agent Claude Code

Use this agent when designing architecture for new Ark features, planning component extensions, or evaluating technical approaches that need to align with existing codebase patterns. Examples:\n\n- User: "I need to add a new CRD for managing prompt templates"\n Assistant: "I'll use the ark-architect agent to design…

not rated 422 today A 195 tokens original Apache-2.0

ark-build-manager

02

mckinsey/agents-at-scale-ark

Agent Claude Code

Triage and fix CI/CD build failures in Ark. Use when builds are failing, CI checks are red, tests are broken, or the user asks to "check the build", "fix CI", "why is the build failing", or "triage build issues".\n\n- User: "The build is red, can you check it?"\n Assistant: "I'll use the ark-build-manager agent to…

not rated 422 today A 197 tokens original Apache-2.0

mckinsey/agents-at-scale-ark

Agent Claude Code

Orchestrates multi-phase Ark feature development using the task folder protocol. Manages task lifecycle, coordinates specialist agents (ark-architect, ark-prototyper), and tracks progress through objectives → architecture → prototype → outcome phases.

not rated 422 today A 52 tokens original Apache-2.0

ark-prototyper

04

mckinsey/agents-at-scale-ark

Agent Claude Code

Use this agent to build minimal, verifiable prototypes of Ark features. It makes the smallest changes needed to demonstrate the architecture and user experience - minimal CRD updates, simple API endpoints, basic CLI commands, and dashboard UI. Examples:\n\n- User: "Prototype the ark-broker feature"\n Assistant: "I'll…

not rated 422 today A 141 tokens original Apache-2.0

mckinsey/agents-at-scale-ark

Agent Claude Code

Fix security vulnerabilities in Ark by researching CVEs, analyzing impact, proposing mitigations, implementing patches, and creating PRs. Use when the user reports CVE numbers or security issues that need fixing in Ark. Examples:\n\n- User: "Fix CVE-2025-55183 in Ark"\n Assistant: "I'll use the ark-security-patcher…

not rated 422 today B 199 tokens original Apache-2.0

ark-researcher

06

mckinsey/agents-at-scale-ark

Agent Claude Code

Research technical solutions by searching the web, examining GitHub repos, and gathering evidence. Use when exploring implementation options, evaluating technologies, or investigating how to solve a technical problem.

not rated 422 today A 40 tokens original Apache-2.0

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