domain cluster

DevOps

CI/CD, cloud infrastructure, and monitoring.

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cloud
407

deploy-infrastructure

Deploy HyperPod EKS infrastructure using deploy.sh via CloudFormation or Terraform, including AZ resolution, stack outputs, and kubeconfig setup

awslabs
awslabs
devops
open
containers
407

build-slurm-image

Build the Slurm compute node container image via CodeBuild or local Docker, generate SSH keys, and render Helm values using setup.sh

awslabs
awslabs
devops
open
cicd
405

flow-next-sync

Manually trigger plan-sync to update downstream task specs after implementation drift. Use when code changes outpace specs.

gmickel
gmickel
devops
open
cicd
405

flow-next-impl-review

John Carmack-level implementation review via RepoPrompt or Codex. Use when reviewing code changes, PRs, or implementations. Triggers on /flow-next:impl-review.

gmickel
gmickel
devops
open
git-workflows
405

flow-work

Execute a plan file or Beads epic systematically with git setup, task tracking, quality checks, and commit workflow. Use when implementing a plan, working through a spec, following documented steps, or executing a Beads issue ID (e.g., bd-123, gno-45, app-12).

gmickel
gmickel
devops
open
monitoring
403

accessorysetupkit

Discover and configure Bluetooth and Wi-Fi accessories using AccessorySetupKit. Use when presenting a privacy-preserving accessory picker, defining discovery descriptors for BLE or Wi-Fi devices, handling accessory session events, migrating from CoreBluetooth permission-based scanning, or setting up accessories without requiring broad Bluetooth permissions.

dpearson2699
dpearson2699
devops
open
cicd
397

unit-executor

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。

WILLOSCAR
WILLOSCAR
devops
open
cicd
397

research-pipeline-runner

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。

WILLOSCAR
WILLOSCAR
devops
open
cicd
397

task

Work a task end-to-end with lean context gathering, implementation, and verification

udecode
udecode
devops
open
cicd
397

deliverable-selfloop

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.

WILLOSCAR
WILLOSCAR
devops
open
cicd
397

human-checkpoint

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).

WILLOSCAR
WILLOSCAR
devops
open
containers
397

thesis-tex-writeback

把已经在 Markdown 中间层收敛的中文毕业论文内容回写到 `chapters/*.tex` 与相关交付层文件,保持结构、图表、公式、交叉引用与章节承接一致。 **Trigger**: tex 回写, thesis tex writeback, md 回 tex, 章节回写, 论文交付层同步. **Use when**: 章节主线、术语、符号和图表计划已经在 Markdown 层基本稳定,需要进入 TeX 交付层。 **Skip if**: 结构还没稳定,或者仍在章级重构阶段。 **Network**: none. **Guardrail**: 不在这里重新发明结构;优先把结构问题回到 Markdown 层处理;TeX 层负责交付而非重新思考。

WILLOSCAR
WILLOSCAR
devops
open
cloud
395

kraken-mcp-integration

Connect MCP clients to kraken-cli for native tool calling without subprocess wrappers.

krakenfx
krakenfx
devops
open
cicd
392

ship-safe-ci

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.

asamassekou10
asamassekou10
devops
open
cicd
391

station

Use Station CLI (`stn`) for AI agent orchestration - creating agents, running tasks, managing environments, and deploying agent teams. Prefer CLI for file operations and exploration; use MCP tools for programmatic agent execution and detailed queries.

cloudshipai
cloudshipai
devops
open
containers
391

review-pr

Review a PR on metalk8s (an opinionated Kubernetes distribution for long-term on-prem deployments)

scality
scality
devops
open
cicd
389

flutter-cicd

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)

HoangNguyen0403
HoangNguyen0403
devops
open
containers
389

nestjs-deployment

Containerize NestJS apps with multi-stage Docker builds, tune Node.js memory, and implement graceful shutdown hooks. Use when writing Dockerfiles, configuring K8s deployments, or adding shutdown hooks for NestJS. (triggers: Dockerfile, k8s/**, helm/**, max-old-space-size, shutdown hooks)

HoangNguyen0403
HoangNguyen0403
devops
open
monitoring
389

spring-boot-observability

Instrument Spring Boot with Micrometer metrics, distributed tracing, and structured logging. Use when adding Micrometer metrics, distributed tracing, or structured logging to Spring Boot. (triggers: logback-spring.xml, application.properties, micrometer, tracing, correlation-id, mdc)

HoangNguyen0403
HoangNguyen0403
devops
open
monitoring
389

common-observability

Enforce structured JSON logging, OpenTelemetry distributed tracing, and RED metrics across backend services. Use when adding request correlation, setting up tracing spans, defining SLO burn-rate alerts, or instrumenting middleware. (triggers: **/*.service.ts, **/*.handler.ts, **/*.middleware.ts, **/*.interceptor.ts, **/*.go, **/*.java, **/*.kt, **/*.py, logging, tracing, metrics, opentelemetry, observability, slo)

HoangNguyen0403
HoangNguyen0403
devops
open
monitoring
389

flutter-bloc-state-management

Implement BLoC/Cubit state management correctly in Flutter. Use when writing, modifying, reviewing, or testing any BLoC, Cubit, state, or event Dart file — even for small changes. (triggers: **_bloc.dart, **_cubit.dart, **_state.dart, **_event.dart, BlocProvider, BlocBuilder, BlocListener, Cubit, Emitter)

HoangNguyen0403
HoangNguyen0403
devops
open
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