adk-expert
Google ADK (Agent Development Kit) orchestration patterns — boundaries, agent composition, and tool seams. Trigger when designing or reviewing multi-agent…
Session-start orientation for this team harness. Load first, before any work. Explains the operating contract, when each skill triggers, and how installed companion plugins supply agent-craft capabilities while this harness supplies the team contract. Trigger at the start of
$ npx -y skills add jpantsjoha/ai-native-developer-experience --skill using-the-harness --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/using-the-harnessContext preview
The summary Claude sees to decide when to auto-load this skill.
Session-start orientation for this team harness. Load first, before any work. Explains the operating contract, when each skill triggers, and how installed companion plugins supply agent-craft capabilities while this harness supplies the team contract. Trigger at the start of
name: using-the-harness description: Session-start orientation for this team harness. Load first, before any work. Explains the operating contract, when each skill triggers, and how installed companion plugins supply agent-craft capabilities while this harness supplies the team contract. Trigger at the start of every session and whenever unsure which skill applies.
This is a **team operating harness**: one shared contract for humans and AI agents working in the same repository — same rules, same risk tiers, same evidence, same definition of done. It exists to make a mixed human–AI team coherent, not to make one agent faster.
A skill supplies a repeatable procedure. It never supplies permission or accountability.
1. **Ground in the contract.** If this project has adopted the operating model, read its project profile before anything else (`docs/operating-model/PROJECT-OPERATING-PROFILE.md`), then the manual it binds. Profile facts beat inference. 2. **Classify risk before acting.** Map the requested work to R0–R3. Round ambiguity upward. Confirm authority at that tier before any consequential, destructive, external, or credential-touching action. 3. **Route before doing.** Check the routing table below. If a skill applies to the work, use it. If you are unsure which applies, use `delivery-orchestrator`.
that owns the decision; silence never converts to permission.
| Work in front of you | Skill | |---|---| | New repo, or operating model install/repair | `operating-model-bootstrap` | | Multi-track epic, or "which skill applies?" | `delivery-orchestrator` | | An agreed goal to drive to a working, merged outcome while the operator is away | `get-it-done` | | The machine is slow, tests or browser skills left processes behind | `system-performance-guardrail` | | Is everything live, any errors this week, the weekly SRE checkup of a GCP project | `cloud-checkup` | | Is the page fast enough, Core Web Vitals, why is this route slow | `frontend-performance-audit` | | Significant technical decision or ADR | `the-architect` | | New feature, epic, or change — plan before code | `spec-first-delivery` | | High-stakes decision, or before claiming done | `adversarial-gate` | | Agent output feeding a decision, store, or another agent | `domain-validator` | | Any PR or agent-generated code before commit | `pr-reviewer` | | Anything about to ship to a real environment | `release-readiness` | | CI triggers, Actions billing, issues, labels, branch protection, or release-tag workflow | `github-manager` | | Release process governance: SemVer, ADR, changelog, release authority | `release-manager` | | Enterprise policy, compliance, governance, or approved-vendor alignment | `governance-guardrail` | | Status, standup, or situation report | `sitrep` | | Plugin-directory, marketplace, or curated-list submission | `plugin-submission` | | LLM/cloud cost estimate or architecture with LLM calls | `cost-guardrail` | | Google ADK multi-agent design | `adk-expert` | | Any cloud-vendor workload (GCP, AWS, Azure, Alibaba Cloud) | `cloud-expert` (`the-architect` routes) | | Adding or reviewing an MCP server | `mcp-server-scaffold` |
Agent-craft capabilities may be provided by installed companion plugins instead of these skills — see `INTEGRATIONS.md` for the evaluated map (simplicity discipline, TDD methodology, frontend design review, and similar craft lanes).
provider. Do not re-implement a capability an installed companion already provides.
and review gates still apply to their output.
equivalent and its owner in the project profile; do not silently skip the capability.
Skills name actions, not tools. The per-harness translation lives outside the canonical skill bodies:
directory) before acting; it maps subagent dispatch, task tracking, and file/search actions to Antigravity's native tools.
tools of the same names.
| Excuse the agent makes | Counter | |---|---| | "The skills are just docs — I can skip them" | The skills are the harness. Skipping them is running without the contract. | | "This task is too small for a skill" | Gates are proportional to risk — R0/R1 is cheap. Skipped small gates are where big failures rehearse. | | "The companion plugin handles quality" | Companions own craft. Authority, evidence, and completion semantics stay here. | | "I'll edit the skill body to fit my tools" | Porting adds a thin adapter or tool mapping. Canonical skill bodies never change per harness. | | "I remember the contract from earlier" | Sessions compact and clear. Re-ground in the tracked profile; memory is not the contract. | | "The user seems in a hurry" | Speed is easy. Safe speed is engineered. Hurry raises risk tier, it does
A team-project AI harness bootstrap that gives humans and agents a shared operating contract from day one, moving AI leverage from an individual “IC superhero” advantage to a repeatable team capability on an equal playing field.
Google ADK (Agent Development Kit) orchestration patterns — boundaries, agent composition, and tool seams. Trigger when designing or reviewing multi-agent…
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…
Read-only SRE checkup of any GCP project: deterministic probes of the edge, Cloud Run services, 7-day error logs, Cloud Scheduler, alert policies and uptime…
Cloud guardrails for any vendor workload — Google Cloud (GCP, Vertex AI, GKE), AWS (IAM, EKS, Bedrock), Azure (Entra ID, Policy, AKS), Alibaba Cloud (RAM,…
LLM and cloud cost awareness — model tiering, token budgets, right-sizing, and when a cheaper model suffices. Trigger before finalising any architecture that…
Decompose an epic into atomic parallelizable tasks, route each to the right skill, and keep the four delivery records straight — issues, STATUS, ROADMAP,…