adk-expert
Google ADK (Agent Development Kit) orchestration patterns — boundaries, agent composition, and tool seams. Trigger when designing…
Use when configuring or optimising GitHub repositories for cost-effective, consistent operations — CI triggers, Actions billing, issue tracking, labelling, branch protection, or release workflow.
Claude Code
$ npx -y skills add jpantsjoha/ai-native-developer-experience --skill github-manager --agent claude-code
Codex
$ npx skills add jpantsjoha/ai-native-developer-experience --skill github-manager -a codex -y
Cursor
$ npx skills add jpantsjoha/ai-native-developer-experience --skill github-manager -a cursor -y
Gemini CLI
$ npx skills add jpantsjoha/ai-native-developer-experience --skill github-manager -a gemini-cli -y
GitHub Copilot
$ npx skills add jpantsjoha/ai-native-developer-experience --skill github-manager -a github-copilot -y
OpenCode
$ npx skills add jpantsjoha/ai-native-developer-experience --skill github-manager -a opencode -y
Windsurf
$ npx skills add jpantsjoha/ai-native-developer-experience --skill github-manager -a windsurf -y
name: github-manager description: Use when configuring or optimising GitHub repositories for cost-effective, consistent operations — CI triggers, Actions billing, issue tracking, labelling, branch protection, or release workflow.
> **CI validates what cannot be cheaply verified locally. It is not a remote test runner for every commit.**
This skill enforces disciplined, cost-aware GitHub operations. It turns GitHub from a free-for-all into a governed delivery surface: selective automation, traceable issues, consistent labels, and protected mainlines.
This skill governs the GitHub surfaces that enforce the harness contract at the repository level. It is not general DevOps housekeeping — each procedure below maps to a harness invariant:
PR review gate and the exact-candidate binding rule. A CI check that passes on an unprotected branch is a claim; a passing check required by branch rules is evidence.
runner must retain candidate/artifact-bound commands, results and provenance. A green label or local success claim alone does not establish release readiness.
These changes affect all contributors and shared infrastructure. Classify risk, confirm authority, and record the decision before any write.
Use `release-readiness` to gate a specific deployment. Use this skill to configure and audit the repository surfaces that make those gates trustworthy.
Resolve the approved release ADR and profile first. The following CI layout is the default recommendation; audit and configure the mode the team actually approved. Do not silently reinstate retired CI, substitute a runner during an outage, or treat local execution as equivalent without review of the required evidence.
Adopt a namespaced taxonomy and avoid one-off labels:
| Namespace | Examples | Purpose | |---|---|---| | `kind/` | `kind/bug`, `kind/feature`, `kind/docs` | Type of work | | `area/` | `area/ci`, `area/ui`, `area/security` | Component or domain | | `priority/` | `priority/p0`, `priority/p1` | Triage urgency | | `status/` | `status/blocked`, `status/needs-review` | Workflow state |
and release-owner approval boundary, even if the same tag starts that pipeline.
Validate the same candidate/artifact, review, rollback and observation requirements.
[structural contract check](../operating-model-bootstrap/references/release-contract.md).
protection. Neither a label nor a successful build authorises deployment.
be demonstrated for the declared executor, whether hosted or locally controlled.
| Excuse | Counter | |---|---| | "Run everything on every push to be safe" | Safety is selective gates, not redundant burn. Run full checks on PRs and tags. | | "It's only a f
**Shared ways of working for you, your team and your AI agents — from a new idea to a change running live.** join-the-team brings planning, delivery and ticket management, model selection, testing, independent review and release practices into one reusable
Google ADK (Agent Development Kit) orchestration patterns — boundaries, agent composition, and tool seams. Trigger when designing…
JP's signature red-team pass — "how would I break this?" Argue against your own approach before proceeding. Trigger on any…
Read-only SRE checkup of any GCP project: deterministic probes of the edge, Cloud Run services, 7-day error logs, Cloud…
Cloud guardrails for any vendor workload — Google Cloud (GCP, Vertex AI, GKE), AWS (IAM, EKS, Bedrock), Azure (Entra ID, Policy,…
LLM and cloud cost awareness — model tiering, token budgets, right-sizing, and when a cheaper model suffices. Trigger before…
Challenge vision alignment, value, cost, risk and operating ownership at material scope or release decisions.
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
Ask which skill or flow fits your situation. A router over the skills in this repo.