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Debugging
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Investigates a session where Superpowers went wrong, reads the transcripts on disk and produces an evidence-cited report, optionally prepared as a bug report for the maintainers. | obra/ | 296k | 3 repos | ~1.7k | Automated safety check: Pass | MIT | today |
| 2 | Reach into past AI conversation history through the trellis mem CLI. | mindfold-ai/ | 15k | 4 repos | ~1.7k | Automated safety check: Pass | AGPL-3.0 | 8 days ago |
| 3 | 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/ | 69k | 2 repos | ~845 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | General Supabase skill for database, auth, Edge Functions, Realtime and storage work, plus client libraries, migrations, security audits, debugging and reading logs. | supabase/ | 2.7k | 3 repos | ~3.6k | Automated safety check: Pass | MIT | 5 days ago |
| 5 | Investigates failing Pester tests in PowerShell CI jobs by following a six-step workflow from pull request status to documented fix recommendations. | PowerShell/ | 56k | — | ~5.1k | Automated safety check: Pass | MIT | today |
| 6 | Checks whether Android hidden-API implementations and system callbacks survive R8 minification, and diagnoses Release-only failures such as AbstractMethodError. | gkd-kit/ | 43k | — | ~1.5k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 7 | A skill your agent uses when implementing or debugging ANY network request, API call, or data fetching. | CherryHQ/ | 4k | 6 repos | ~2.9k | Automated safety check: Notes | MIT | today |
| 8 | Debug failed or wrong-output workflow executions using executions tools. | n8n-io/ | 207k | — | ~2.6k | Automated safety check: Pass | Unknown | today |
| 9 | Debug AOTInductor (AOTI) errors and crashes. An agent skill from pytorch/pytorch. | pytorch/ | 104k | 1 repo | ~1.7k | Automated safety check: Pass | Unknown | today |
| 10 | Runs a read-only health check for cmux and explains what it finds, covering the CLI and socket, settings, agent hooks, session restore and notifications. | manaflow-ai/ | 28k | 1 repo | ~819 | Automated safety check: Pass | Unknown | today |
| 11 | Runs a disposable, uniquely named Herdr session inside an existing one so runtime, pane, terminal or API bugs can be reproduced without touching the main session. | herdrdev/ | 43k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 12 | A skill your agent uses when encountering any bug, test failure, or unexpected behavior, before proposing fixes | ultralisp/ | 258 | 51 repos | ~2.4k | Automated safety check: Pass | No licence | 24 days ago |
| 13 | Runs an autonomous modify, verify, keep-or-discard loop against any metric, with subcommands for planning, debugging, fixing, security audits, shipping and more. | uditgoenka/ | 6.5k | 1 repo | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 14 | Decides whether an OpenLogi device problem on macOS is a privacy-permission (TCC) problem, using agent log lines, and says which identity needs which grant. | AprilNEA/ | 23k | — | ~2.5k | Automated safety check: Notes | Apache-2.0 | 4 days ago |
| 15 | Investigates suspected bugs in the daisyUI monorepo through read-only analysis, then writes a decision-ready fix plan in tmp/bugs without changing any product code. | saadeghi/ | 43k | — | ~2.3k | Automated safety check: Pass | MIT | 8 days ago |
| 16 | Execute read-only Ruby/Rails commands against Gumroad's production database for debugging and investigation. | antiwork/ | 9.8k | — | ~2.9k | Automated safety check: Notes | MIT | today |
| 17 | Identify focused, evidence-backed skills CLI bug fixes worth quuu's attention. | vercel-labs/ | 33k | — | ~1.5k | Automated safety check: Pass | MIT | today |
| 18 | Investigates bugs, errors and stack traces in phases and requires a root-cause hypothesis to be confirmed before any fix is written. | garrytan/ | 136k | — | ~1.4k | Automated safety check: Pass | MIT | today |
| 19 | Guides building, debugging and testing LangBot plugins: components, SDK calls, README and locale rules, SDK pitfalls and WebSocket-based testing. | langbot-app/ | 18k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Gives a systematic process for debugging the forge CLI: build in debug mode, check the latest help output, test with the non-interactive -p flag, and clone conversations before reproducing bugs. | tailcallhq/ | 7.6k | 1 repo | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | Drives a running OpenWork desktop window over CDP from the shell to evaluate JS, take screenshots, start sessions and send prompts for hand checks. | different-ai/ | 24k | — | ~465 | Automated safety check: Pass | Unknown | today |
| 22 | Resolves .NET runtime frames in Apple .ips crash logs to function names, source files and line numbers using dSYM symbols, atos and the Microsoft symbol server. | dotnet/ | 5.6k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | today |
| 23 | Debugs LangChain and LangGraph agents by pulling recent execution traces with the langsmith-fetch CLI and reporting errors, tool calls, timings and token use. | ComposioHQ/ | 77k | 9 repos | ~2.7k | Automated safety check: Pass | No licence | 19 days ago |
| 24 | Covers debug logging, the Debug menu, profiling rules and runtime pitfalls for working on the cmux macOS terminal app. | manaflow-ai/ | 28k | 1 repo | ~1.1k | Automated safety check: Pass | Unknown | today |
| 25 | Takes a GitHub or YouTrack issue for the Exposed project through reproduction, a failing test, a fix, validation and a pull request. | JetBrains/ | 9.3k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | A skill your agent uses when the user is debugging a bug, tracing an error, or asking why something fails. | aws-samples/ | 106 | 11 repos | ~780 | Automated safety check: Pass | MIT-0 | 2 days ago |
| 27 | Debug hanging issues in SGLang distributed inference (TP/PP/DP/EP). | sgl-project/ | 37k | 2 repos | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | Launches, restarts and troubleshoots the real AO Electron desktop app from a checkout, with isolated or real local data and checks for stale processes. | OrchestratorInc/ | 13k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 29 | Analyzes V8, Chrome and Electron .heapsnapshot files with Node scripts to find memory leaks, detached DOM nodes and the retainer paths that keep objects alive. | keybase/ | 9.3k | — | ~875 | Automated safety check: Pass | BSD-3-Clause | today |
| 30 | React DevTools CLI for AI agents. An agent skill from sanity-io/sanity. | sanity-io/ | 6.4k | 3 repos | ~2.1k | Automated safety check: Pass | MIT | today |
| 31 | Use Trellis channel for live multi-agent collaboration, spawned workers, cross-agent review, progress inspection, forum channels, and channel log debugging. | mindfold-ai/ | 15k | 5 repos | ~1.2k | Automated safety check: Pass | AGPL-3.0 | 8 days ago |
| 32 | 32.Debug Skill Instructions for navigating and debugging BlockNote in a browser. | TypeCellOS/ | 10k | — | ~1.8k | Automated safety check: Pass | Unknown | today |
| 33 | Step-by-step procedure for debugging browser automation failures on complex sites such as LinkedIn, Twitter/X, single-page apps and Shadow DOM pages. | aden-hive/ | 11k | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 34 | Repairs a broken OpenCLI site adapter after a command fails: collects a trace, patches only the adapter, retries, and files an upstream GitHub issue once fixed. | jackwener/ | 30k | 1 repo | ~3.2k | Automated safety check: Pass | Apache-2.0 | 13 days ago |
| 35 | Answers questions about a past agent run from its recording, using causal graphs and replay, instead of reconstructing events from memory. | iflytek/ | 5.2k | 4 repos | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 36 | Traces a bug through a code knowledge graph, following callers, callees and execution flow before opening source files, within a small token budget. | tirth8205/ | 32k | 1 repo | ~287 | Automated safety check: Pass | MIT | yesterday |
| 37 | Guide for creating and maintaining outbox-based eventually consistent operations in Sentry. | getsentry/ | 46k | — | ~4.8k | Automated safety check: Pass | Unknown | today |
| 38 | A skill your agent uses whenever code will build, return, fetch, or execute SQL that runs against a user's real Postgres database — even when the request reads like an ordinary feature or bug fix… | supabase/ | 111k | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | today |
| 39 | 39.MQTTX CLI Operates the `mqttx` command line client to connect, publish, subscribe, benchmark and simulate data against an MQTT broker, with TLS and MQTT 5 support. | emqx/ | 5.1k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 40 | Answers TqSdk Python questions on market data, accounts, orders, margin trials, simulation and backtesting, using the library's own docs and examples. | shinnytech/ | 5.1k | — | ~2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 41 | Investigates TiDB plan or test-result diffs that the change does not explain, ruling out failpoint setup and merge effects before expected outputs are updated. | pingcap/ | 41k | — | ~498 | Automated safety check: Pass | Apache-2.0 | today |
| 42 | 42.Issue Fix Fix bugs in SkiaSharp C bindings. An agent skill from mono/SkiaSharp. | mono/ | 5.6k | — | ~5.1k | Automated safety check: Pass | MIT | today |
| 43 | Pushes an agent to exhaust every option, investigate before asking and take initiative beyond the literal request, instead of giving up or waiting passively. | tanweai/ | 20k | 2 repos | ~6.9k | Automated safety check: Pass | MIT | 28 days ago |
| 44 | Explains why editing CUTLASS fused-MHA headers in ONNX Runtime can leave stale CUDA kernels after an incremental build, and how to force and verify a real rebuild. | microsoft/ | 22k | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 45 | Diagnoses surprising LoopX behavior, such as stale recommendations or tiny progress, assigns it to the responsible layer and repairs it at the lowest durable level. | loopx-project/ | 6.2k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 46 | Guides CPU profiling of PlotJuggler 4 on Linux with perf: count first, record cheaply with LBR, then read per-thread, flat, flamegraph or time-window views. | PlotJuggler/ | 6.2k | — | ~1.6k | Automated safety check: Notes | MPL-2.0 | 6 days ago |
| 47 | WooYun business logic vulnerability methodology — 22,132 real cases across 6 domains (authentication bypass, authorization bypass, payment tampering, information disclosure, logic flaws… | tanweai/ | 1.8k | — | ~1.9k | Automated safety check: Pass | Unknown | 2 mo ago |
| 48 | Analyzes Chrome or Electron DevTools Performance trace exports with Python scripts to find where render time actually goes, without opening DevTools. | keybase/ | 9.3k | — | ~809 | Automated safety check: Pass | BSD-3-Clause | today |