Debugging

Trains, validates, tests, and runs prediction for Physical AI Studio policies via the library Lightning stack.

open-edge-platform/physical-ai-studio

Debug Maven Surefire unit tests by running them in JDWP "wait for debugger" mode (-Dmaven.surefire.debug) and attaching to the forked test JVM using jdb (preferred for CLI/agent debugging)…

eclipse-rdf4j/rdf4j

Diagnoses failing ML and AI work, such as OOM, NaN, divergence, crashes, slow throughput, wrong outputs and dependency conflicts, with every claim backed by documentation citations.

Leeroo-AI/superml

Picks up bugs a person flagged by pointing at elements in the running app, each mark carrying the element, their note and the source file and line, then fixes and verifies them.

reticlehq/reticle

Carry out ONE chunk of a py4vasp change test-first: RED (watch the test fail for the right reason) → GREEN → refactor → one local commit.

vasp-dev/py4vasp

End-to-end AscendC custom operator development for Ascend NPU in an ascend-kernel (csrc/ops + build.sh + torchnpu PyTorch custom op) project.

ascend-ai-coding/awesome-ascend-skills

Runs a hypothesis-driven debugging loop for crashes, hangs and silent failures in any language, grounding every claim in runtime evidence and locking the fix with a test.

code-yeongyu/oh-my-openagent

The single entry point for the AgentSystem engineering pipeline.

AgentSystemLabs/core

Systematic debugging skill. An agent skill from blueberrycongee/termcanvas.

blueberrycongee/termcanvas

Helps write, review and debug .NET declarations that call native C and C++ libraries, covering signatures, string marshalling, memory lifetime and SafeHandle.

dotnet/skills

Configure crash symbolication for readable stack traces. An agent skill from nexus-labs-automation/mobile-observability.

nexus-labs-automation/mobile-observability

Create and publish Novu changelog entries in Sanity (changelogPost documents), including feature posts, "improvements & fixes" roundups built from Linear releases, and the Changes (changeBlock)…

novuhq/novu

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

Use for debug() logging, lobe-* namespaces, DEBUG/localStorage.debug configuration and log formatting.

lobehub/lobehub

Drives a failing build, typecheck, lint or test command to a passing exit code through small, one-fix-at-a-time rounds, stopping at a hard attempt cap instead of looping forever.

LichAmnesia/lich-skills

Build, test, deploy, and troubleshoot Morphe patches — gradle commands, CLI usage, git workflow, common errors and fixes.

Paresh-Maheshwari/morphe-ai

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

How to get debug output out of OCANNL: kernel/routine runtime logs, generated code artifacts, and ppxminidebug tracing of library internals such as the shape/row solver.

ahrefs/ocannl

Debug FlyDSL GPU kernels that produce NaN, inf, wrong results, or crash.

ROCm/FlyDSL

Hypothesis-driven Antigravity Swarm debugging for crashes, hangs, wrong output, and runtime drift.

wjgoarxiv/antigravity-swarm

Add Temps error tracking to applications using the Sentry-compatible SDK.

gotempsh/temps

Find recent errors in a Lensflare dataset and summarise their root cause.

voidhashcom/lensflare

Write scenario-driven tests for an OpenFoot Manager feature, bug fix or story, or characterize weakly covered behaviour before a refactor.

openfootmanager/openfootmanager

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

LanceMcCarthy/DevOpsExamples

Debug Output SDK workflow issues. An agent skill from growthxai/output.

growthxai/output

Android and KMP debugging techniques for crashes, ANRs, memory leaks, R8 traces, Gradle failures and Compose recomposition, built on finding the root cause first.

rcosteira79/android-skills

Applies a systematic debugging workflow to errors, exceptions and failures, with error-type tables, localization techniques and reference notes for Python, JavaScript and shell.

Galaxy-Dawn/claude-scholar

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

citypaul/.dotfiles

Expert guidance for building, debugging, and working with Slint GUI applications.

Moosync/Moosync

涉及浏览器、编辑器、CDN/WAF、IM 平台、操作系统剪贴板、第三方 SaaS 等"外部黑盒系统"的代码编写或 bug 调试时触发。强制先抓真实环境数据再推理,避免连续 2 轮"凭代码推理"的修复 no-op。关键词:粘贴/复制异常、跨平台显示不一致、第三方 API 怪结果、CDN/WAF 拦截、本地复现失败、HTML→MD 转换丢属性。

doccker/cc-use-exp

Debug Logseq bugs with the right runtime, concrete before/after evidence, and end-to-end reproduction steps.

logseq/logseq

Run before writing or changing code for any feature, bug fix or refactor that touches data, jobs, money, outside services or user-facing behaviour.

joetawil7/first-pass

A skill your agent uses when the user needs help with Vivado simulation strategy, flow selection, and debugging.

Shinei-Nouzen-Arch/FPGA-Agent

Reference for RISC-V assembly on RV32 and RV64: register names and calling convention, extension naming, GCC and Clang inline asm, and QEMU with GDB debugging.

mohitmishra786/low-level-dev-skills

Builds and debugs Arcium encrypted computation apps on Solana: Arcis circuits, Anchor orchestration, encrypted inputs and the init, queue and callback flow.

sendaifun/skills

Find, triage, and fix production errors captured by Datadog Error Tracking, then open a PR.

latitude-dev/latitude-llm

Debugs in four phases (investigate, analyze, hypothesize, implement) under one rule: no fix is made until the root cause is found.

garrytan/gstack

Fetch and analyze Prow e2e pipeline failures for cloud-provider-azure.

kubernetes-sigs/cloud-provider-azure

Checks that the SenseNova-Skills environment is ready by validating the sn-image-base install, Python dependencies and API variables, saving missing settings to .env.

OpenSenseNova/SenseNova-Skills

Auth and store debugging for vercel-openclaw: admin-secret mode, Sign in with Vercel, session cookies, CSRF, LOCALREADONLY, Redis vs memory store, keyspace namespacing, and metadata shape migrations.

vercel-labs/vercel-openclaw-archived

Autonomous testing skill that opens a deployed app, goes through user flows, tries to break things, and writes detailed bug reports.

rohunj/claude-build-workflow

A skill your agent uses when building, testing, debugging, or reviewing Model Context Protocol servers, clients, transports, tools, resources, prompts, and agent host configuration.

leehack/mcp_dart

Search GitHub, Stack Exchange, Chinese technical communities, official documentation, and general developer web sources for software errors, compatibility problems, API usage questions, and…

wanshuiyin/Auto-claude-code-research-in-sleep

A skill your agent uses when running a scenario, switching it on or off, reviewing or debugging executions, or investigating a webhook that receives nothing.

integromat/make-skills

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

boundless-xyz/boundless

Works with Physical AI Studio datasets and Lightning datamodules built on the LeRobot format.

open-edge-platform/physical-ai-studio

Systematic debugging with root cause investigation. An agent skill from mr-daedalium/ostack-saas.

mr-daedalium/ostack-saas

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