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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/ | 297k | 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 | 10 days ago |
| 3 | 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 |
| 4 | 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 |
| 5 | 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 | 1 mo ago |
| 6 | Use Trellis channel for live multi-agent collaboration, spawned workers, cross-agent review, progress inspection, forum channels, and channel log debugging. | mindfold-ai/ | 15k | 4 repos | ~1.2k | Automated safety check: Pass | AGPL-3.0 | 10 days ago |
| 7 | 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 |
| 8 | Diagnoses and repairs a broken AutoRAG install so every configured datasource is both indexed and returns real search hits. | Marker-Inc-Korea/ | 5.1k | — | ~3.3k | Automated safety check: Pass | MIT | today |
| 9 | Gives an agent a set of working rules for any development task: understand first, surface decisions, verify results, and load deeper reference files per scenario. | shareAI-lab/ | 5.2k | — | ~5.6k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | Has Leon's agent investigate, change and verify code in a repository with its file, search and shell tools, staying inside the scope the owner authorized. | leon-ai/ | 18k | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 11 | Researches code with evidence: traces callers, imports and cross-repo links, diagnoses failures and reports findings with exact file and line references and a confidence label. | bgauryy/ | 949 | — | ~1.5k | Automated safety check: Pass | MIT | today |
| 12 | Search and record failure-recovery lessons from real engineering sessions; submit and verify debugging lessons across the MisakaNet network. | Ikalus1988/ | 526 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | 13.Local Dev Run, test, and debug the photofield server locally. An agent skill from SmilyOrg/photofield. | SmilyOrg/ | 608 | — | ~2.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 14 | Embedded hardware debugging workflow for probe-rs targets using embedded-debugger-mcp. | Adancurusul/ | 202 | — | ~1.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 15 | Debug and trace ColecoVision and Super Game Module games using the Gearcoleco emulator MCP server. | drhelius/ | 142 | — | ~3.5k | Automated safety check: Pass | GPL-3.0 | 2 days ago |
| 16 | 16.MCP Debugger A skill your agent uses when investigating a bug, failing test, or unexpected runtime behavior and the mcp-debugger MCP server is available — drives real step-through debuggers (breakpoints, stack… | debugmcp/ | 172 | — | ~3.8k | Automated safety check: Pass | MIT | yesterday |
| 17 | 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/ | 1.9k | — | ~3.6k | Automated safety check: Pass | MIT | today |
| 18 | Runs a reference agent (Codex or Claude Code) and Qwen Code on the same scenario, captures HTTP and terminal traces, and compares them until behavior matches. | QwenLM/ | 28k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Diagnoses a Muse Code installation's own failures from binary and session evidence, instead of treating the report as an ordinary repository bug. | asgeirtj/ | 69k | — | ~3.5k | Automated safety check: Pass | CC0-1.0 | yesterday |
| 20 | Guidance for writing, editing, reviewing, and debugging JavaScript workflow code for pi-dynamic-workflows. | QuintinShaw/ | 555 | — | ~671 | Automated safety check: Pass | MIT | 2 days ago |
| 21 | Pushes an agent that keeps failing or gives up to exhaust every option, using harsh corporate-pressure wording, a diagnosis line and a proactivity checklist. | tanweai/ | 20k | — | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 22 | Guidelines and step-by-step workflow for debugging DevTools extensions locally, including stub mode, fixed-port launching, browser auto-opening, URL query parameters, target app connection, and… | flutter/ | 1.7k | — | ~839 | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 23 | A skill your agent uses when the user asks to take a feature or bug fix from prompt to implementation, especially prompts like "/create a new feature", "build this feature end-to-end", "take this… | zacharyfmarion/ | 238 | — | ~1.5k | Automated safety check: Pass | GPL-2.0 | 1 mo ago |
| 24 | Autonomous local-development debugging loop for Helmor bugs. | dohooo/ | 1.3k | — | ~917 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 25 | Checks and tunes token-saver output compression: reads stats, explains why a command was or was not compressed, and edits config files or environment variables. | ppgranger/ | 153 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 19 days ago |
| 26 | Apply cognitive constraints that reshape thinking. An agent skill from NeoVertex1/context-field. | NeoVertex1/ | 147 | — | ~1.3k | Automated safety check: Pass | No licence | 8 mo ago |
| 27 | Run the infrastructure health check and fix anything that fails | diet103/ | 10k | — | ~363 | Automated safety check: Pass | MIT | 2 mo ago |
| 28 | Orchestrate complex Codex coding work for the Plus profile with GPT-6 Luna at max reasoning as planner/integrator, Luna subagents for exploration, implementation, testing, and research, and an Astra… | donvito/ | 1.7k | — | ~3k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 29 | Create, manage, and debug Claude Code Agent Skills. An agent skill from seasonedcc/remix-forms. | seasonedcc/ | 514 | — | ~6.1k | Automated safety check: Pass | MIT | 5 mo ago |
| 30 | Teaches an agent to inspect Open-Science's JavaScript control REPL, check which host.* calls are allowed, and find project files, sessions and agent frames. | aipoch/ | 5.5k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 31 | Pushes an agent that keeps failing, gives up or claims unverified success into a diagnosis, evidence and verification loop, with a Pi extension for persistent mode. | tanweai/ | 20k | — | ~569 | Automated safety check: Pass | MIT | 1 mo ago |
| 32 | 32.Memorywhale Query and write durable debugging memory recorded by MemoryWhale. | wuisabel-gif/ | 154 | — | ~765 | Automated safety check: Pass | MIT | yesterday |
| 33 | Diagnoses misbehaving ADK agents by inspecting sessions, events, tool calls, and the exact request that reached the model. | google/ | 22k | — | ~837 | Automated safety check: Pass | Apache-2.0 | today |
| 34 | Orchestrate complex Codex coding work for the Pro profile with GPT-6 Astra at medium reasoning as planner/integrator, Luna subagents for exploration, implementation, testing, and research, and an… | donvito/ | 1.7k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 35 | 35.Debug Hooks Systematic hook debugging workflow. An agent skill from parcadei/Continuous-Claude-v3. | parcadei/ | 3.9k | 1 repo | ~863 | Automated safety check: Notes | MIT | 8 mo ago |
| 36 | 36.Debug Mode Interactive debugging mode that generates hypotheses, instruments code with runtime logs, and iteratively fixes bugs with human-in-the-loop verification. | doraemonkeys/ | 117 | — | ~1.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 37 | Operate, reproduce, and debug a running local Helmor desktop development build through the Tauri MCP bridge. | dohooo/ | 1.3k | — | ~6.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 38 | An instruction-only discipline for Trae that forces evidence-based work when an agent keeps failing, gives up or declares a task finished without proof. | tanweai/ | 20k | — | ~878 | Automated safety check: Pass | MIT | 1 mo ago |
| 39 | Locks file edits for the session to one directory by blocking Edit and Write calls anywhere else, useful when debugging or scoping a change. | garrytan/ | 136k | — | ~1.1k | Automated safety check: Notes | MIT | today |
| 40 | 40.Plan Py4vasp Plan a py4vasp change as an ordered list of test-first chunks — that chunk list is the plan. | vasp-dev/ | 101 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 41 | Explore user intent, requirements, and design options through collaborative dialogue before implementation. | feiskyer/ | 1.7k | — | ~985 | Automated safety check: Pass | MIT | 11 days ago |
| 42 | 42.Qnn Launch a Qualitative Neural Network (QNN) — a layered, multi-epoch brainstorm of agent personas that maps divergent strategies before implementation. | iblameandrew/ | 151 | — | ~7.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 43 | 43.Scope Scope definition before implementation — two modes. An agent skill from AlexZio00/sovereign-skills. | AlexZio00/ | 140 | — | ~4k | Automated safety check: Pass | MIT | today |
| 44 | MCP Protocol Inspection and Debugging with Inspector CLI. An agent skill from adeze/raindrop-mcp. | adeze/ | 188 | — | ~421 | Automated safety check: Pass | MIT | 2 mo ago |
| 45 | Runs cozempic doctor to check Claude Code configuration and sessions for known problems such as trust-dialog hangs, corrupted tool blocks and zombie teams. | Ruya-AI/ | 423 | — | ~303 | Automated safety check: Pass | MIT | 3 mo ago |
| 46 | 46.Gsd Debug Systematic debugging with persistent state across context resets | SpillwaveSolutions/ | 119 | 4 repos | ~1.5k | Automated safety check: Pass | MIT | 19 days ago |
| 47 | Create a new task in the Bernstein orchestrator. An agent skill from sipyourdrink-ltd/bernstein. | sipyourdrink-ltd/ | 1.4k | — | ~378 | Automated safety check: Pass | Apache-2.0 | today |
| 48 | VSCode MCP Bridge project architecture — current monorepo layout, IPC/EventDispatcher flow, per-workspace socket discovery, MCP/CLI adapters, tool filtering, and VSCode extension services. | tjx666/ | 105 | — | ~1.5k | Automated safety check: Pass | Unknown | 2 mo ago |