Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.
Use when executing implementation plans with independent tasks in the current session
Use when creating new skills, editing existing skills, or verifying skills work before deployment
MASTER DEPLOY: CI/CD Pipelines, Docker, K8s, GitOps.
Create parallel git worktrees for a batch of issues by label, with permissions and isolation.
Update project dependencies incrementally with testing between categories. Framework-agnostic.
ContainerLab network lab lifecycle management — authenticate, list, deploy, inspect, execute commands on, and destroy containerized network labs via the ContainerLab API. Use when deploying containerized network labs, spinning up SR Linux or cEOS topologies, running commands on lab nodes, or tearing down test environments.
Jenkins CI/CD pipeline management — monitor builds, trigger pipelines, analyze logs, and track SCM changes for network automation workflows.
Manually trigger plan-sync to update downstream task specs after implementation drift. Use when code changes outpace specs.
John Carmack-level implementation review via RepoPrompt or Codex. Use when reviewing code changes, PRs, or implementations. Triggers on /flow-next:impl-review.
Execute exactly one runnable unit from `UNITS.csv` (first TODO whose dependencies are DONE), then update unit status and artifacts. **Trigger**: unit executor, run one unit, next unit, step-by-step pipeline, 逐条执行, UNITS.csv. **Use when**: 需要严格“一次只做一个 unit”（可审计、可中断），并遵守 checkpoints/HUMAN 阻塞逻辑。 **Skip if**: 要端到端自动跑（用 `research-pipeline-runner`）或 workspace 不存在。 **Network**: none. **Guardrail**: 只执行一个 unit；满足验收且输出存在才可标 `DONE`；遇到 HUMAN checkpoint 必须停下。
Run this repo’s Units+Checkpoints research pipelines end-to-end (survey/综述/review/调研/教程/系统综述/审稿), with workspaces + checkpoints. **Trigger**: run pipeline, kickoff, 继续执行, 自动跑, 写一篇, survey/综述/review/调研/教程/系统综述/审稿. **Use when**: 用户希望端到端跑流程（创建 `workspaces/<name>/`、生成/执行 `UNITS.csv`、遇到 HUMAN checkpoint 停下等待）。 **Skip if**: 用户明确要手工逐条执行（用 `unit-executor`），或你不应自动推进到 prose 阶段。 **Network**: depends on selected pipeline (arXiv/PDF/citation verification may need network; offline import supported where available). **Guardrail**: 必须尊重 checkpoints（无 Approve 不写 prose）；遇到 HUMAN 单元必须停下等待；禁止在 repo root 创建 workspace 工件。
Self-loop a deliverable until it is publishable by the pipeline standard: diagnose -> fix -> re-check, and write a PASS/FAIL report. **Trigger**: self loop, self-loop, polish deliverable, quality gate, fix-on-fail, 收敛, 自循环, 质量门. **Use when**: A pipeline has produced a reader-facing deliverable (`output/*.md`) and you want deterministic convergence to PASS. **Skip if**: You are still pre-approval for prose or the upstream evidence/structure artifacts are missing. **Network**: none. **Guardrail**: Do not invent papers/citations/results. Only use in-scope inputs already present in the workspace.
Record a human sign-off at a declared checkpoint (tick `Approve C*` in `DECISIONS.md`) so the pipeline can resume. **Trigger**: approve checkpoint, human approval, sign off, HITL, Approve C2, 审批, 签字, 人类检查点. **Use when**: A unit has `owner=HUMAN` and is BLOCKED waiting for a checkbox in `DECISIONS.md`. **Skip if**: The approval is already recorded (the checkbox is ticked). **Network**: none. **Guardrail**: Do not modify any content artifacts; only update `DECISIONS.md` (and optionally append a short sign-off note).
Deploy a grid trading bot with paper validation and live safety controls.
Run Ship Safe in CI mode — compact output, exit codes, SARIF generation. Use when the user wants to set up CI/CD security gates or test their pipeline configuration.
Set up Continuous Integration and Deployment pipelines for Flutter apps. Use when setting up CI/CD pipelines, automated testing, or deployment workflows for Flutter. (triggers: .github/workflows/**.yml, fastlane/**, android/fastlane/**, ios/fastlane/**, ci, cd, pipeline, build, deploy, release, action, workflow)
Reproduce and debug CI failures locally using Docker. Use when a CI job fails but tests pass locally, especially for Linux-specific issues (VSCode extension tests with xvfb, Go tests on Linux). Builds a container matching the CI environment defined in .github/workflows/ci.yml.
Update cargo dependencies to their latest major versions one at a time, verifying each with check/build/test and committing individually. Invoke with /update-deps.
Another Quick Switcher のリリース運用を実施するときに使う。事前検証 (pre:push と CI 状態確認)、Release workflow の dispatch、完了待機、新規 release 検出、リリースノート由来の Issue 一覧と返信文の作成、最後の同期までを一連で安全に進める用途で利用する。
Use when SDK generation failed, seeing "Step Failed: Workflow", or `speakeasy run` errors
Minimal validation for crawl-and-skill workflow readiness.
