DevOps & Cloud · Debugging

Bumps the pinned v8 and rusty_v8 versions in Codex, validates the release-candidate path with the v8-canary check, and traces failures to upstream build changes.

openinterpreter/openinterpreter

Debug applications with motel, a local OpenTelemetry ingest and query server.

kitlangton/motel

Orchestrates Aspire distributed applications using the Aspire CLI for running, debugging, and managing distributed apps.

microsoft/aspire.dev

Live Borg debugging by exec-ing into the borg-web-ui Docker container.

karanhudia/borg-ui

Debugs logical errors and data discrepancies in Dataflow templates by launching jobs via Terraform and comparing source (e.g.

GoogleCloudPlatform/DataflowTemplates

Runs the lifecycle of FrontendExtension resources in a Kubernetes cluster: create, rebuild, package, publish, unpublish, delete and debug stuck states.

kubesphere/kubesphere

Configures automatic crash dumps or captures dumps from running processes for modern .NET apps on Linux, macOS and Windows, including Docker and Kubernetes.

dotnet/skills

Diagnoses a recurring failure such as a stuck task, repeated CI error or frequent reverts by sending sub-agents through the logs and returning one root-cause diagnosis.

yologdev/yoyo-evolve

Covers Daytona CLI setup, sandbox debugging, keeping a sandbox alive and which credentials the CLI uses, for when Daytona itself is the problem rather than the tests.

different-ai/openwork

Correlates a Claude Code session's local transcript with a model router's production cloud logs to explain why a specific response rendered the way it did.

weave-os/router

Java logging best practices with SLF4J, structured logging (JSON), and MDC for request tracing.

decebals/claude-code-java

Meta-level debugging workflows, architectural layer isolation, and progressive disclosure routing across Envoy ingress, Kubernetes pods, Behavior Trees, ObjectWorld synchronization, ICON real-time…

intrinsic-ai/intrinsic-core

Traces what the kernel is doing for a misbehaving pod using Inspektor Gadget's eBPF tools, tagged with namespace, pod, container and node, without changing workloads.

inspektor-gadget/inspektor-gadget

Sets up an isolated Burla dev cluster per git worktree so several agents can work in parallel, and explains when to use local-dev or remote-dev.

Burla-Cloud/burla

Operates FrontendIntegration resources and the frontend-forge extension with kubectl: create from YAML, update, enable, disable, delete, inspect and troubleshoot builds.

kubesphere/kubesphere

Reviews code for correctness and potential bugs, pinpoints bug locations by file and line, and suggests concrete fixes.

aide-family/moon

Debugs Windows and Linux/macOS applications (native, .NET/CLR, mixed-mode) with WinDbg MCP (crash dumps, !analyze, !syncblk, !dlk, !runaway, !dumpheap, !gcroot, BSOD), dotnet-dump, lldb with SOS…

novotnyllc/dotnet-artisan

Diagnoses and fixes failing GitHub Actions runs by identifying the failure, fetching only the relevant logs, finding the root cause and reproducing it locally.

ruby-git/ruby-git

Investigates incidents and production problems with hypothesis-driven debugging, queries Axiom observability data when available, and keeps secrets out of commands and output.

openclaw/clawhub

Debug container agent issues. An agent skill from sbusso/claudeclaw.

sbusso/claudeclaw

Debugs a single Linux host or container runtime at the kernel level with the standalone ig binary and eBPF gadgets, read-only and without Kubernetes.

inspektor-gadget/inspektor-gadget

Set up and start the local ZizkaDB development stack. An agent skill from ZIZKA-AI-SL/ZizkaDB.

ZIZKA-AI-SL/ZizkaDB

Run ad-hoc Nub tests and debugging probes on real local Linux guests.

nubjs/nub

Debug World Chain nodes with temporary admintracingDirectives log filters and targeted log collection.

worldcoin/world-chain

Diagnose a bounded backend or multi-service failure from GitHub Issues, Jira, Aone, user-provided exports, logs, traces, responses, stack traces, or job records.

QoderAI/better-harness

Mandatory pre-release deep review for minor/major releases (X.Y.0 / X.0.0).

m4r1k/Eneru

Guides creation of kcli plan files for deploying VMs, networks, and infrastructure.

karmab/kcli

Correlates a Codex CLI session's local transcript with a model router's production logs to explain why a reply rendered the way it did.

weave-os/router

Fix bugs, add features to completed plugins. An agent skill from glittercowboy/plugin-freedom-system.

glittercowboy/plugin-freedom-system

Walks an agent through an evidence-first incident investigation across logs, metrics, code and screenshots, from first symptom to the smallest safe mitigation.

madebyaris/advance-minimax-m3-cursor-rules

Troubleshooting patterns for the NGINX Ingress Controller: reload failures, custom resources that have no effect, controller panics and snapshot test failures.

nginx/kubernetes-ingress

Debugs CockroachDB Operator migration scenarios, including Helm StatefulSet to v1beta1 CrdbNode migration and public operator v1alpha1 to v1beta1 migration.

cockroachdb/helm-charts

Deploys and operates a LiveKit agent in production: shipping a version to LiveKit Cloud and rolling it back, secrets and configuration, the worker process model and prewarming, safe async inside…

livekit-examples/agent-starter-python

Investigates a failed GitHub Actions run from its URL: pinpoints the real failure, checks the job's history for flakiness, and finds the breaking commit and any existing fix PR.

ykdojo/claude-code-tips

When the user reports a bug, error message, stack trace, unexpected behavior, or "why is this broken" question, search the corpus first for prior occurrences, known fixes, or related runbooks.

lyonzin/knowledge-rag

Guides reading mecatl's perf MCP data to find why a running harness is slow, leaking goroutines or growing in memory, using cheap reads before any CPU capture.

stacklok/mecatl

Runs a manual QA session for a PR, issue, or branch — publishes an interactive runbook the tester works through in parallel from the moment a plan exists, updated with AI verdicts and bugs at the end.

open-mercato/skills

Guide for debugging failing GitHub Actions workflows. An agent skill from LanceMcCarthy/DevOpsExamples.

LanceMcCarthy/DevOpsExamples

Systematic CI/CD failure diagnosis using hypothesis-first investigation, local reproduction, and environment delta analysis.

citypaul/.dotfiles

Start and interact with the Boundless localnet (docker compose-based local development network).

boundless-xyz/boundless

Captures and filters Windows user-mode and kernel debug output from the command line with the Sysinternals DebugView CLI, including bounded runs suited to agents.

microsoft/skills

Debug GenLayer Studio deployments via ArgoCD CLI. An agent skill from genlayerlabs/genlayer-studio.

genlayerlabs/genlayer-studio

Troubleshooting guide for NanoClaw's containerized agents: where the logs are, how the two session databases show message flow, and how to raise the log level.

nanocoai/nanoclaw

Profiles a slow command or runtime you own with the right profiler for its language, using uninstrumented baseline timings and keeping raw profiling evidence local and private.

loopx-project/loopx

Catalog of Flowfile's environment variables and runtime flags: what each does, where the code reads it, its default, and where the docs disagree with the code.

Edwardvaneechoud/Flowfile

Reproduces a Medusa Cloud build on your machine with mcloud local build, to debug build-failed deployments without pushing or waiting on Cloud.

medusajs/medusa-agent-skills

Debug the AWF firewall by inspecting Docker containers (awf-squid, awf-agent), analyzing Squid access logs, checking iptables rules, and troubleshooting blocked domains or network issues.

github/gh-aw-firewall

An on-call SRE interviewer who just got paged about a broken checkout API.

PrepLabsAI/InterviewMentor