join-the-team

What join-the-team does, in the publisher's words

From the project README, punctuation lightly normalized · Open the README on GitHub →

Links

• github.com/jpantsjoha/ai-native-developer-experience
• plugin.json (manifest)

Skills · 25

adk-expert

Google ADK (Agent Development Kit) orchestration patterns, boundaries, agent composition, and tool seams. Trigger when designing or reviewing multi-agent systems built on ADK. Authoritative source: adk.dev.

adversarial-gate

JP's signature red-team pass: "how would I break this?" Argue against your own approach before proceeding. Trigger on any high-stakes decision, architecture choice, or before marking work complete.

cloud-checkup

cloud-expert

cost-guardrail

LLM and cloud cost awareness: model tiering, token budgets, right-sizing, and when a cheaper model suffices. Trigger before finalising any architecture that calls LLMs, before scaling a workload, or when a cost estimate is needed.

cxo-oversight

delivery-orchestrator

Decompose an epic into atomic parallelizable tasks and route each task to the right skill. Use this as a meta-router when you have more than one skill available and need to decide which applies. Trigger at the start of any multi-track epic or when the skill count in your harness exceeds ~12.

domain-validator

Validate agent output against declared domain rules and ground truth before trusting it downstream. Trigger after any agent produces output that will be used in a decision, stored persistently, or passed to another agent.

frontend-performance-audit

get-it-done

github-manager

Use when configuring or optimising GitHub repositories for cost-effective, consistent operations, CI triggers, Actions billing, issue tracking, labelling, branch protection, or release workflow.

governance-guardrail

Check proposed stack, data flows, cloud choices, and delivery controls against declared enterprise policies, compliance frameworks, and security controls. Trigger at R2/R3 risk classification, before locking architecture decisions, or when the operating profile names a governance pointer.

mcp-server-scaffold

Scaffold and govern an MCP server as a bounded tool seam. Defines which tools the agent may call, enforces the principle that agents call tools and tools call infrastructure. Trigger when adding or reviewing an MCP server in an agent system.

operating-model-bootstrap

plugin-submission

pr-reviewer

product-owner

release-manager

release-readiness

sitrep

spec-first-delivery

system-performance-guardrail

test-strategy

the-architect

using-the-harness

Descriptions come from the frontmatter of each SKILL.md, punctuation lightly normalized.

Category

Productivity & Workflow. Assigned by this directory. Agent Plugins 1.0.0 has no category field, so no manifest declares one.

Keywords

operating-model · team-harness · human-ai-collaboration · agent-teams · governance · evidence · risk-tiers · onboarding · skills · google-cloud · gcp · adk · antigravity · gemini · aws · azure · alibaba-cloud · multi-cloud

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