The best debugging mods

16,694 mods in the catalogue carry this category. These 100 are the ones that pass every gate. Every gate: original work, not a copy · security scan A or B · a licence that permits reading the source · an actively maintained repository people actually use. Order is the composite score — reputation, freshness, safety, originality, content and traction — not anyone's opinion.

#ModTypeStarsScanTokensRating
1 diagnose-windows-sandbox-acldeepseek-ai/deepseek-harnessUse on Windows for unexpected DSH sandbox access denials: workspace writes or listing fail, or an ordinarily readable path cannot be read. One bundled command inspects the path and every ancestor and repairs the ACL problems it proves in that same run. Expected confinement denials need no ACL repair. Skill 265k A 67 —
2 experimental-code-coverage-cq-debuggerchromium/chromiumExecutes the phased, multi-skill code coverage debugging playbook for triaging underreported code coverage in the Gerrit Commit Queue (CQ). Skill 25k A 38 —
3 opencli-autofixjackwener/OpenCLIAutomatically fix broken OpenCLI adapters when commands fail. Load this skill when an opencli command fails — it guides you through collecting a trace artifact, patching the adapter, retrying, and filing an upstream GitHub issue after a verified fix. Works with any AI agent. Skill 31k A 61 —
4 material-ui-nextjsmui/material-uiIntegrates Material UI with Next.js App and Pages routers using @mui/material-nextjs, Emotion cache providers, next/font, CSS layers with Tailwind/CSS Modules, Link component prop patterns, CSS theme variables SSR notes, and App Router useSearchParams + Suspense. Use when setting up or debugging MUI in a Next.js app. Skill 99k A 76 —
5 agentcore-investigationawslabs/mcpInvestigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, build timelines. Use when debugging AgentCore agent sessions, tracing tool calls, or analyzing latency. Skill 9.8k A 52 —
6 reamorluto/reaReverse engineer anything with agents, from app behavior down to native binaries. Plugin 403k A — —
7 codegraphcolbymchenry/codegraphCodeGraph MCP usage guide — one tool, codegraphexplore. Cursor rule 76k A 556 —
8 notebooklmteng-lin/notebooklm-pyInstall, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed async Python API. Use for notebook and source management, grounded chat and research, and artifact generation or download when the user mentions Gemini Notebook, notebooklm-py, the notebooklm CLI, or its Python API.… Skill 20k A 79 —
9 issue-analyzerJanDeDobbeleer/oh-my-poshInvestigates a GitHub issue and reports the analysis in the conversation only. Reads the issue, reproduces the reported behavior when possible, and traces the root cause in the code. Never posts to the issue, edits it, or changes labels. Use when someone says "analyze issue #N", "investigate this issue", "look into… Agent 24k A 113 —
10 moli-webfetchlexmount/moliFetch, inspect, crawl, and capture live, JavaScript-rendered websites with Moli. Use when Codex needs current web content, web research, fact lookup, link following, a bounded crawl, client-rendered or response-gated content, network diagnostics, or a standalone HTML, Markdown, JSON, semantic-tree, viewport or… Skill 21k A 90 —
11 minecraft-debug-mcpmoeru-ai/airiOperate and debug the live Minecraft bot through its built-in MCP REPL server. Use when work requires starting the bot with pnpm dev, connecting to the local MCP endpoint, inspecting cognitive state/logs/history, injecting synthetic chat/events, or running targeted REPL code against the running brain during… Skill 51k A 68 —
12 alert-rule-troubleshootccfos/nightingaleThis skill should be used when the user reports that an alert rule is "not firing", "no alert was sent", "the rule didn't trigger", "the rule isn't working", "it should have alerted but didn't", "why didn't I get an alert", "alert rule not firing", or wants to diagnose why a specific alert rule failed to produce an… Skill 13k A 129 —
13 reviewemdash-cms/emdashReview one pull request for real bugs, regressions, and convention violations. Enumerate candidate issues across the whole diff, verify each against the code, then return structured line-anchored findings and a verdict. Read-only on GitHub; the orchestrator posts the review. Skill 14k A 57 —
14 troubleshoot-sandboxopensandbox-group/OpenSandboxTroubleshoot OpenSandbox issues by running diagnostics (logs, inspect, events, summary) via CLI or HTTP API to diagnose sandbox failures like OOM, crash, image pull errors, network problems, etc. Skill 16k A 48 —
15 pos-tagging-fixesspencermountain/compromiseDiagnose and fix part-of-speech tagging in the compromise source repository. Choose between lexical data, ambiguity clues, indexed neighbour rules, preTagger logic, and postTagger patterns with attention to execution order, side effects, runtime, and bundle size. Use for internal tagging changes, not ordinary… Skill 12k A 72 —
16 resolve-handoffomnigent-ai/omnigentEmit the complete Resolve handoff with exact modes, outcomes, test evidence, and publication state. Skill 11k A 23 —
17 chrome-devtools-mcpChromeDevTools/chrome-devtools-mcpReliable automation, in-depth debugging, and performance analysis in Chrome using Chrome DevTools and Puppeteer. Plugin 54k A — —
18 axiom-sreopenclaw/clawhubExpert SRE investigator for incidents and debugging. Uses hypothesis-driven methodology and systematic triage. Can query Axiom observability when available. Use for incident response, root cause analysis, production debugging, or log investigation. Skill 9.5k A 48 —
19 plugin-architecture-patternsxberg-io/xbergXberg plugin traits, typed registries, priority collisions, lifecycle and Alef Python plugin bridges. Use for plugin-system work, not parsing. Skill 9.5k A 29 —
20 checktw93/WazaReviews diffs, PRs, release readiness, and publishing follow-through. Use when asked to review, triage issues or PRs, or ship. Not for debugging root causes or prose. Skill 7.4k A 41 —
21 optimization1jehuang/jcodeUse when improving performance, latency, throughput, memory usage, or general efficiency. Start by defining target metrics, measuring comprehensively, attributing bottlenecks, validating with static analysis, and prioritizing macro-optimizations before micro-optimizations. Skill 21k A 52 —
22 compound-engineeringEveryInc/compound-engineering-pluginBrainstorm, plan, debug, review, and compound learnings with AI agents. Plugin 26k A — —
23 debug-taskmoonrepo/moonDiagnose and fix moon tasks that are broken, misconfigured, or behaving unexpectedly. Use this skill when a moon task is failing, not running, skipped, hanging, producing stale or wrong output, cached when it shouldn't be, re-running every time, or missing outputs after a cache hit. Also covers pipeline hangs, tasks… Skill 4.2k A 203 —
24 semble-searchMinishLab/sembleCode search agent for exploring any codebase. Use for finding code by intent, locating implementations, understanding how something works, or discovering related code. Prefer over runshellcommand/readfile for any semantic or exploratory question. Agent 6.3k A 46 —
25 session-investigatorevalstate/fast-agentInvestigate fast-agent session and history files to diagnose issues. Use when a session ended unexpectedly, when debugging tool loops, when correlating sub-agent traces with main sessions, or when analyzing conversation flow and timing. Covers session.json metadata, history JSON format, message structure, tool… Skill 4.0k A 68 —
26 oraclesteipete/oracleOracle second-model review: bundle prompts/files, debug, refactor, design. Skill 4.1k A 18 —
27 harbor-f2p-p2p-deep-diveNVIDIA-NeMo/SwitchyardDeep dive on Harbor trial results for tasks that use SWE-Bench-style F2P (FAILTOPASS) and P2P (PASSTOPASS) reference tests. Diagnoses why an agent failed and audits whether a failing task is genuinely hard or unfair (instruction-vs-verifier mismatch). Use when the user asks to analyze, debug, investigate, or deep dive… Skill 3.5k A 238 —
28 xcodebuildmcp-cligetsentry/XcodeBuildMCPOfficial skill for the XcodeBuildMCP CLI. Use when doing iOS/macOS/watchOS/tvOS/visionOS work (build, test, run, debug, log, UI automation). Skill 6.5k A 48 —
29 sre-agentomnara-ai/omnaraDeploy or update the SRE Agent on Omnara, a production investigator that diagnoses issues across AWS and source code and reports the likely cause with evidence. Use when the user asks to deploy, set up, update, or remove the SRE agent. Skill 3.3k A 55 —
30 tool-calling-tutorWenyuChiou/awesome-agentic-ai-zhUse when a tool-calling agent does not call a tool, sends wrong arguments, loops without stopping, or needs a function schema. Guides a four-branch diagnosis and five-step schema repair. Do not use for framework-specific, MCP-server, or production-observability questions. Skill 8.1k A 62 —
31 graphjin-evaldosco/graphjinCreate, extend, run, baseline, and diagnose GraphJin agent evaluations through the graphjin eval CLI. Skill 3.2k A 27 —
32 x64dbg-mcp-serverduty1g/x64dbg-mcp-serverYou are controlling x64dbg through MCP tools. Skill 2.6k A 0 —
33 hns-lsel-curatormodu-ai/moai-adkLocal Self-Evolution Loop (LSEL) curator — the CLUSTER + drain engine for the GOOS-local PROPOSE→APPLY seam closure (SPEC-LSEL-LOCAL-EVOLUTION-001). Companion-offset drain of .moai/lessons-inbox.jsonl with a drain-side severity filter that drops the 65% Bash-timeout/sandbox noise, eventkey clustering with a frequency… Skill 1.2k A 135 —
34 hotpath_init_grafanapawurb/hotpath-rsBuild a Grafana dashboard JSON for a Rust project profiled with hotpath. Writes the dashboard file with context-aware panels (SQL and HTTP time per route, N+1 detection, memory and time per request, channel queues, lock contention, Tokio workers, per-thread CPU and allocations, profiling overhead) limited to what the… Skill 1.9k A 109 —
35 ast-grepvinhnx/VTCodeUse for ast-grep project setup, rule authoring, rule debugging, and structural search workflows. Skill 894 A 24 —
36 instrument-agentraindrop-ai/workshopSet up Raindrop AI traces for an agent and verify they flow into Workshop. Use when the user says "set up traces", "add tracing", "instrument my agent", "wire Raindrop", "Workshop is empty", or "make traces show up in Workshop." Guides unknown repos by discovering runtime and telemetry setup, using current Raindrop… Skill 1.1k A 114 —
37 android-reverse-engineeringSimoneAvogadro/android-reverse-engineering-skillDecompile Android APK/JAR/AAR with jadx, trace call flows through libraries, and document extracted APIs. Plugin 8.3k A — —
38 barista-fixfrappe/frappe-uiAttempt a small, focused fix for a frappe-ui issue and open a draft PR. Command 1.1k A 17 —
39 wakarupionxzh/wakaruTurn minified, bundled, or transpiled JavaScript back into readable modules. Use when you encounter unreadable production JS — a webpack/esbuild/Metro/Rollup bundle, a minified vendor script, Babel/TypeScript/SWC-transpiled output, or a single mangled .js file — and need to read, audit, debug it, or recover a… Skill 1.1k A 99 —
40 nebula-logger-instrumentationjongpie/NebulaLoggerUse this skill when the user wants to add or update Nebula Logger instrumentation in Apex, LWC, Aura, Flow, or OmniStudio. Covers logging APIs, save patterns, record association, scenarios, tags, async transaction linking, and save method selection. Skill 974 A 60 —
41 ixix-infrastructure/IxAnswer structural questions about a codebase — what a symbol is, what calls it, what a change breaks, where the hotspots are — from a persistent code graph via the ix CLI, instead of grepping. Skill 1.1k A 44 —
42 flyenv-failure-boundariesxpf0000/FlyEnvUse when implementing or reviewing FlyEnv multi-step operations, batch actions, PID candidate filtering, cleanup, supplementary actions, or changes to throw/reject and terminal result handling. Skill 3.3k A 41 —
43 debug-livemicrosoft/DebugMCPGuides root-cause investigations with debugging capabilities by setting breakpoints, starting a debug session, stepping through execution, inspecting variables, and tracing symptoms back to their origin. Prefer it for runtime bugs, failing tests, exceptions, crashes, hangs, wrong/null values, and unexpected output… Skill 576 A 84 —
44 kimaki-debugremorses/kimakiDebug and administer Kimaki itself. Use when sessions do not respond, the bot shows errors, you need the Kimaki or OpenCode service logs, want to profile the bot, restart it (only when asked), connect a model provider with kimaki login, check who may use the bot, or file a Kimaki bug report. ALWAYS load when Kimaki… Skill 1.4k A 95 —
45 d3kvercel-labs/dev3000Run and debug a local web app with a managed browser and a shared server/browser evidence timeline. Use when asked to develop, test, or reproduce a browser issue with d3k. Skill 1.6k A 41 —
46 debugging-linux-gamesjoshsymonds/nix-configUse when a Steam, Proton, Wine, Lutris, or Heroic game misbehaves on Linux — crashes at launch, black screen, missing DLSS / Ray Tracing / Path Tracing / DLSS-RR / Frame Generation, anti-cheat failures, shader stutter, controller or HDR or Wayland-fullscreen problems, intro-video failures ("Failed to create… Skill 837 A 274 —
47 ida-pro-mcpmrexodia/ida-pro-mcpAI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. Plugin 13k A — —
48 kuna-decompilerNoelo-Lab/kunaUse the Kuna CLI to recover searchable C and assembly, trace program logic, and validate findings in CTF solving, vulnerability hunting, malware identification, and program repair. Covers using Kuna, not developing the decompiler. Skill 733 A 48 —
49 cypress-debuggerkiali/kialiMCP server "cypress-debugger", hosted remotely at 127.0.0.1, as configured in kiali/kiali. MCP server 3.6k A — —
50 mindosGeminiLight/MindOSMindOS: local knowledge assistant & shared KB. Keeps decisions, notes, SOPs, debugging lessons, research findings, preferences across sessions/agents. Core: save notes, search KB, organize files, run workflows, review, append CSV, hand off context, distill lessons. NOT for app source or paths outside KB. Triggers… Skill 680 A 136 —
51 node-modules-inspectorantfu/node-modules-inspectorInspects a project's installed nodemodules and produces three reports: duplicated packages (installed in multiple versions), packages sorted by install size, and maintenance actions (dep-upgrade opportunities + publint findings, grouped by consumer/author). Use when the user wants to audit dependencies, find duplicate… Skill 3.0k A 156 —
52 openocdzhinkgit/embeddedskillsA toolkit for programming and debugging microcontrollers through hardware probes such as ST-Link or CMSIS-DAP. OpenOCD can act as a GDB Server, allowing a debugger to inspect source code, registers, memory, breakpoints, and program execution. Skill 773 A 247 —
53 surfnicobailon/surf-cliDrive the user's logged-in Chrome from the shell. Use for browser automation (open, read, click, fill, upload, screenshot), reading a site's feed or API, or asking ChatGPT, Gemini, Perplexity or Grok through the browser. Skill 676 A 53 —
54 burrow-system-toolscaezium/burrowDiagnose and fix the user's Mac with Burrow's local MCP tools (burrowdoctor, burrowsnapshot, burrowtopprocesses, burrowprocessusage, burrowports, burrowanalyze, burrowdiskforecast, burrowdupes, burrowanomalies, burrowagentaudit, burrowclean, …). Use whenever the Mac is slow, hot, loud, low on disk, draining battery… Skill 1.6k A 194 —
55 debug-helperJackyST0/awesome-agent-skillsHelp debug code by analyzing error messages, identifying root causes, and providing fix suggestions. Skill 662 A 20 —
56 bug-huntercodexstar69/bug-hunterPrecision-first adversarial bug hunting for runtime, logic, data, concurrency, and security defects. Uses deterministic risk triage, evidence-bounded retrieval, Hunter/Skeptic/Referee review, optional hybrid verification, and explicit immutable Fixer scope. Scan-only and single-pass by default; complete-coverage… Skill 540 A 105 —
57 cocoindex-codecocoindex-io/cocoindex-codeAST-based semantic code search via the ccc CLI. Bundles the ccc skill; Grok installs also activate a SessionStart index hook and MCP server (disable either for skill-only). Plugin 3.0k A — —
58 crash-analystsvnscha/mcp-windbgDeep-dive a Windows crash dump and return a written verdict. Use when a dump needs more than a first look - several hypotheses to rule out, many frames or threads to walk, or a conclusion someone will act on. Give it the dump path and the question. Agent 1.6k A 60 —
59 ast-grepast-grep/ast-grep-mcpYour task is to help users to write ast-grep rules to search code. User will query you by natural language, and you will write ast-grep rules to search code. Cursor rule 487 A 0 —
60 wispterm-diagnosticsxuzhougeng/wisptermUse when a user wants to report, troubleshoot, or collect context for a WispTerm issue, including crashes, rendering/DPI glitches, high CPU, keyboard/input bugs, selection/copy/scrolling, SSH/SCP failures, SSH image preview failures, HTML preview/browser panel failures, SSH disconnects such as… Skill 462 A 88 —
61 space-doctorhuggingface/hf-mcp-serverDiagnose broken Hugging Face Gradio Spaces from their actual logs and pinned source, then prepare a minimal verified source fix as candidate files. Use for scheduled Space monitoring, BUILDERROR or RUNTIMEERROR triage, Gradio and ZeroGPU failures, source analysis, and patch preparation. Read-only against the Hub - it… Skill 310 A 78 —
62 goal-calculator-repairzhnt/loushangRepair the fixed integer calculator using current failure evidence. Skill 1.9k A 16 —
63 openinference-bug-fixerArize-ai/openinferenceLeads one OpenInference bug from report to draft PR - reproduce, fix, review, revise. Agent 1.3k A 28 —
64 misakanet-failure-memoryIkalus1988/MisakaNetSearch MisakaNet failure-memory before debugging common errors. Cursor rule 543 A 0 —
65 evidence-auditWrongStack/WrongStackEvidence-led audit/fix rounds for any codebase in any language. Finds only defects that a runnable proof reproduces on current code, applies the narrowest in-scope patch, verifies with a second proof, promotes high-risk proofs to permanent regression tests, and reports exact validation results. Use whenever the user… Skill 392 A 152 —
66 hardwood-clihardwood-hq/hardwoodInspect, debug, and convert Apache Parquet files with the hardwood CLI. Use whenever a user is debugging code that reads or writes Parquet (Arrow / Spark / Flink / Java / Python) and the data file itself may be the cause — to check the schema, physical and logical types, repetition, or a row sample. Use it to diagnose… Skill 417 A 216 —
67 brooks-linthyhmrright/brooks-lintAI code reviews grounded in twelve classic engineering books — decay risk diagnostics with book citations, severity labels, and six analysis modes (PR review, architecture audit, tech debt, test quality, health dashboard, full-sweep auto-fix). Plugin 1.6k A — —
68 twtracewayapp/tracewayTraceway skills: /tw:traceway debugs production issues through the traceway CLI, /tw:traceway-learn is the full guide to every part of Traceway, /tw:traceway-setup instruments a project to report to a Traceway instance. Plugin 1.7k A — —
69 Binary Ninja Scriptingbuzzer-re/RikuganWrite and execute Binary Ninja Python scripts — full API reference included. Skill 696 A 17 —
70 browser-tracemxyhi/ok-skillsCapture a full DevTools-protocol trace of any browser automation — CDP firehose, screenshots, and DOM dumps — then bisect the stream into per-page searchable buckets. Use when the user wants to debug a failed run, audit network/console/DOM activity, attach a trace to an in-progress session, or feed structured per-page… Skill 507 A 88 —
71 improveshadcn/improvePoint it at a codebase and it figures out what's worth doing — bugs, perf, tech debt, what to build next — then writes plans any agent can execute. It can hand the work to a cheaper model and review the result. It never edits your code. Plugin 9.3k A — —
72 better-drizzlealmeidazs/better-drizzleWrite, review, and debug code that uses better-drizzle, the typed repository layer over Drizzle ORM 1.x (better(db), db.users.findMany, paginate, cursor, upsertMany, relation include/connect, transactions, and the rules/zod/soft-delete/timestamps/uuid/cache/tenant plugins). Use when a project imports better-drizzle… Skill 384 A 106 —
73 sentry-android-sdkgetsentry/sentry-for-aiFull Sentry SDK setup for Android. Use when asked to "add Sentry to Android", "install sentry-android", "setup Sentry in Android", or configure error monitoring, tracing, profiling, session replay, or logging for Android applications. Supports Kotlin and Java codebases. Skill 272 A 64 —
74 membrane-frameworkmembraneframework/membrane_coreAI coding skill for the Membrane Framework in Elixir. Build or debug Membrane multimedia processing and streaming pipelines and write custom Membrane Elements, Bins, and Filters. Plugin 1.5k A — —
75 procmonprogmboy/openprocmonCapture and analyze Windows process / file / registry / network activity with OpenProcMon (procmon-cli). Use when investigating what a program does — files it writes, registry keys it touches, network it makes, its process tree and call stacks — or when analyzing a Procmon-compatible .PML capture. The model: a capture… Skill 359 A 80 —
76 cocoreviewSnowflake-Labs/cocoplusCocoReview — structured code review with six-severity findings vocabulary, progressive disclosure architecture, and universal anti-pattern baseline. Invoked via $review [file] [--complexity] [--security] [--architecture] [--language ]. Skill 727 A 57 —
77 devhost-debugn2ns/antigravity-panelInspect this extension running in the Antigravity IDE Extension Development Host (F5) - sidebar DOM and screenshots, extension host state through non-pausing logpoints, the dev host's own Language Server and log, and Auto-Accept dry runs. Use after changing UI, webview messages, connection or parsing, or automation… Skill 739 A 84 —
78 dynamic-instrumentationgmh5225/awesome-llvm-securityExpertise in LLVM-based dynamic binary instrumentation, runtime tracing, and program monitoring. Use this skill when implementing runtime analysis tools, code coverage systems, profilers, or dynamic security monitors. Skill 890 A 42 —
79 running-demomicrosoft/sre-agentRun break/fix demo scenarios with browser verification. Use when asked to demo, break the app, or show the SRE Agent working. Skill 181 A 31 —
80 incident-triagemezmo/auraUse when asked to triage, investigate, or diagnose a Kubernetes incident, outage, or unhealthy workload. Gives the step-by-step order of investigation and the format for the findings. Skill 405 A 41 —
81 Debroid CLI DebuggerPatilShreyas/debroidOrchestrate headless Android debugging via JDWP. ACTIVATE this skill whenever asked to debug an Android application, set line or exception breakpoints, inspect runtime variables or Jetpack Compose state, step through execution, evaluate live expressions, watch fields, or diagnose runtime crashes. Skill 276 A 61 —
82 maui-ai-debuggingdotnet/maui-labsLegacy DevFlow debug skill. USE FOR: maui-ai-debugging, maui devflow, screenshots, visual tree, Blazor CDP, simulator/emulator debugging. DO NOT USE FOR: setup, desktop automation, AppleScript, host xdotool. Skill 229 A 62 —
83 packet-tracerMats2208/MCP-Packet-TracerUse when building, automating, or debugging Cisco Packet Tracer networks through the packet-tracer MCP (the pt tools) — planning topologies from natural language, live-deploying into a running Packet Tracer, adding devices / links / modules, applying ACL / NAT, exporting configs, or writing raw Script-Engine JS via… Skill 312 A 139 —
84 aegisGanyuanRan/AegisCore skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques. Plugin 1.4k A — —
85 tilthjahala/tilthUse the tilth CLI for code reading, outlining, search, callers, blast-radius deps, and structural diffs. Activate when the user asks to explore a repo, find a symbol, trace callers, read a file, view a diff, or analyze impact. Prefer tilth over grep/cat/find/ls — one invocation returns AST-aware outlines, definitions… Skill 357 A 95 —
86 engine-internals0xranx/golembotCoding Agent engine implementation details (Cursor + Claude Code) — reference when modifying engine.ts or debugging Agent behavior. Cursor rule 325 A 0 —
87 motel-debugkitlangton/motelDebug applications with motel, a local OpenTelemetry ingest and query server. Use when the user wants runtime-evidence debugging with traces or logs, wants temporary debug instrumentation that can be removed later, or needs a repo wired to send OTLP/HTTP telemetry to a local motel server. If the target repo uses… Skill 302 A 78 —
88 code-graphFalkorDB/code-graphThis skill should be used when understanding code structure, finding dependencies between functions/classes, tracing call graphs, or exploring code relationships. Trigger phrases include 'code graph', 'call graph', 'who calls', 'what calls', 'find dependencies', 'code structure', 'inheritance', 'find paths'. Skill 349 A 64 —
89 rag-index-decisionslyonzin/knowledge-ragAfter making a non-obvious architectural decision, solving a novel bug, agreeing on a coding standard, or reaching a conclusion worth remembering, index it back into the knowledge base so the next occurrence is one search away. Uses adddocument or addfromurl. Closes the feedback loop that makes a RAG-backed team… Skill 300 A 72 —
90 sivtr-memoryAriestar/sivtrRetrieve shared local work memory: terminal activity, AI conversation history, prior decisions, validation evidence, debugging trails, recaps, and handoff context. Use before asking the user to repeat local work context. Skill 253 A 46 —
91 core-conversion-architecturexberg-io/html-to-markdownHow the core crate turns HTML into Markdown: Tier-1 scanner, Tier-2 DOM walk, element converters, input validation and depth limits. Use when changing conversion output, parsing, or input-safety behavior in crates/html-to-markdown. Skill 885 A 49 —
92 debuggingidavidov13/agentic-playwrightPlaywright test debugging conventions for the scaffold — reading failure messages, classifying failure modes (TimeoutError, ZodError, strict-mode violation, locator not found, network errors, schema drift), the playwright.config.ts capture defaults (trace on-first-retry, screenshot only-on-failure, video… Skill 247 A 179 —
93 systing-analyzejosefbacik/systingAnalyze a systing trace database (.duckdb). Use when the user asks about a systing trace — flamegraphs, scheduling latency, CPU hotspots, network behavior, memory/allocation activity, off-CPU time, TPU op/metric data, or any question about what's in a trace.duckdb file. Orchestrates the systing-analyze MCP tools… Skill 181 A 100 —
94 mcp-debuggerdebugmcp/mcp-debuggerUse 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 traces, variable inspection, expression evaluation) for Python, JavaScript/TypeScript, Ruby, Rust, Go, Java, .NET/C#, C/C++, COBOL, and… Skill 184 A 88 —
95 open_rca_diagnosisderisk-ai/OpenDeriskA structured method for finding the root cause of failures in microservices by examining measurements, request traces, and logs. It uses thresholds and cross-checks to connect symptoms to causes. Skill 974 A 36 —
96 cnsplotsfaridrashidi/cnsplotsCreate, revise, and troubleshoot publication-ready scientific plots in Python with cnsplots, including distribution, regression, heatmap, genomics, survival, set, flow, and multi-panel figures. Use when a user asks for cnsplots code, Cell/Nature/Science-style visualization, precise physical figure dimensions… Skill 716 A 79 —
97 seedance-debuggercclank/lanshu-awesome-ai-video-kitA troubleshooting guide for fixing common problems in Seedance 2.0 AI-generated videos, such as changing faces, unwanted text, watermarks, style changes, or broken scene transitions. Skill 435 A 146 —
98 github-issue-managerexplyt/spring-pluginClassifies a user request as Bug, Compatibility, Feature, Question, or Task for the explyt/spring-plugin GitHub repo, lightly researches the relevant codebase, searches similar existing issues, and either reports an existing issue or creates a correctly titled, typed, and labeled one following the repository issue… Skill 166 A 100 —
99 ida_rpcbkerler/ida_rpcHow to use ida-rpc as a reverse-engineering skill inside an agent workflow. Skill 167 A 0 —
100 examples-qacognesy/instructor-phpVerify Instructor behavior through the repository's ./examples/ suite in pass, live record, or hermetic replay mode. Use when running selected examples or the corpus, capturing and reusing recorded LLM HTTP responses, diagnosing hub results, or distinguishing real errors, assertion failures, skipped examples, and… Skill 328 A 67 —

Want everything, not just what passes the gates? Browse the full category from any type hub, or search it. This shelf recomputes nightly from the measurements.