Win-Hooks Diagnostics
Diagnose and fix Claude Code plugin hook compatibility issues on Windows.
/diagnose â Systemic Self-Diagnostic
Five-level diagnostic hierarchy for the psychology agent cogarch. Higher numbers run faster with less depth; lower numbers run slower with more thoroughness. Level 1 replaces manual QA.
pytorch-migrate
Migrate an existing project that uses pytorch_template to the latest version. Use this skill when the user says: "update template", "migrate", "upgrade", "apply latest changes", "sync with template", "update pytorch_template", or when the user's project is missing new features (preflight, hpo-report, data field, diagnostic callbacks).
DevTool MCP
Development tooling MCP server with process management, proxy, and frontend diagnostics
aspire-monitoring
**ANALYSIS SKILL** - Observe Aspire apps: logs, traces, metrics, resource state, telemetry export, browser telemetry, and the standalone dashboard. Routes between local Aspire CLI, AKS workload diagnostics, and deployed Azure resource health. USE FOR: aspire logs, aspire otel logs, aspire otel traces, aspire otel spans, aspire describe, aspire ps, aspire export, aspire dashboard run, --include-hidden, browser logs in dashboard, WithBrowserLogs, App Insights query, AKS pod logs, container app logs. DO NOT USE FOR: start/stop/wait (use aspire-orchestration), deploy/publish/destroy (use aspire-deployment), AppHost code edits like WithBrowserLogs() (use aspireify), Azure provisioning (use azure-prepare). INVOKES: aspire CLI, azure-diagnostics (deployed Azure), kubectl + Container Insights. FOR SINGLE OPERATIONS: Run the aspire CLI command directly for quick log or describe lookups.
bug-investigator
Executes diagnostic investigation tasks to test debugging hypotheses. Runs tests, traces execution, checks git history, and reports evidence. (converted from agent)
Probeops Mcp Server
Network diagnostics from 6 global regions. SSL, DNS, ping, whois, traceroute, port scan, latency.
Io.Github.Vibefix Tech/Vibefix
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
Environment Diagnostic
You are a diagnostic assistant. Check the user's learning environment and report issues clearly.
Io.Github.Rhel Lightspeed/Linux Mcp Server
MCP server for read-only Linux system administration, diagnostics, and troubleshooting
atlas-stream-processing
Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debugging diagnostics, and tier sizing. Supports Kafka, Atlas clusters, S3, HTTPS, and Lambda integrations for streaming data workloads and event processing. NOT for general MongoDB queries or Atlas cluster management. Requires MongoDB MCP Server with Atlas API credentials.
analytics-diagnostic-method
The spine of analytics investigation. Use whenever interpreting analytics numbers, answering "why did X change", reading funnels, comparing cohorts, or presenting findings. Teaches a five-step method (load profile, frame the question, build a MECE hypothesis tree, triangulate, present with Pyramid Principle), how to separate signal from noise, and how to spot Simpson's paradox before it misleads you.
Io.Github.Areso/Safe Ssh Mcp
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps / SysOps commands
Io.Github.Sarath 451/Tomcat
Local MCP server for AI-assisted Apache Tomcat management and diagnostics
Io.Github.StuMason/Coolify
38 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
analyzers
Implementation details for EF Core Roslyn analyzers. Use when changing analyzers, fix providers, or diagnostic suppressors.
role-skill-boundary-audit
Audit where governance instructions belong (Role.md, skill, global policy, workflow docs, memory, or an agent-boundary change); enforce minimal verbosity in roles and skills. Diagnostic by default.
apim-bicep
Guide for building Bicep files for Azure API Management (APIM) and related Azure services. Use when users want to create, modify, or understand Bicep templates for APIM instances, APIs, backends, subscriptions, policies, products, loggers, diagnostics, and MCP servers. This skill provides Bicep syntax, patterns from Azure Verified Modules, and examples from this repository.
ide-index-mcp
Guide for using JetBrains IDE Index MCP tools for code navigation, refactoring, and analysis. TRIGGER: When ANY of these MCP tools are available in the current session: ide_find_references, ide_find_definition, ide_find_class, ide_find_file, ide_search_text, ide_diagnostics, ide_index_status, ide_sync_files, ide_refactor_rename, ide_move_file, ide_type_hierarchy, ide_call_hierarchy, ide_find_implementations, ide_find_symbol, ide_find_super_methods, ide_file_structure, ide_refactor_safe_delete, ide_reformat_code, ide_build_project, ide_read_file, ide_get_active_file, ide_open_file. Use when performing code navigation (find usages, go to definition, find class), code analysis (diagnostics, type hierarchy, call hierarchy), refactoring (rename, move, safe delete, reformat), or searching code (text search, symbol search, file search). Prefer IDE tools over grep/find/sed for ALL semantic code operations.
agent-architecture-audit
Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications, autonomous loops, or any LLM-powered feature.
Idig Dns
Professional DNS diagnostics: 14 tools for DNS, DNSSEC, email security, SSL, and propagation.
Io.Github.Dave London/Build
Structured build tool output (tsc, generic commands) as typed JSON diagnostics.
happier-diagnose
Diagnose a problem with a Happier session, the daemon, a provider (Claude/Codex/OpenCode), auth, or connectivity. Pulls the correct logs, finds a true root cause from evidence only, presents findings, and optionally uploads a private diagnostics bundle to Happier developers and/or files a sanitized public GitHub issue (the two are complementary). Use when the user reports a bug, says Happier is broken/stuck/misbehaving, asks to debug/diagnose/triage/troubleshoot Happier, or shares a Happier session ID and asks what went wrong.
compiler_plugin_dev
Designs, models, and implements Kotlin compiler extensions using K2/FIR and IR. Guides modifications to SpektGenerator (IR), ProxyGenerator (IR), and InspektChecker (FIR). Handles synthetic declaration generation, FIR status/supertype transformations, and IR backend lowerings. Use when implementing reflection features, fixing plugin bugs, or engineering compiler diagnostics.
manifest-status
Show current Manifest plugin configuration as a diagnostic table. Use when the user says "/manifest-status", "manifest status", "show manifest config", "manifest settings", "is manifest installed", "check manifest plugin", or wants to see the current state of the Manifest OpenClaw plugin configuration. Outputs a table and nothing else.
debug-isolate
This skill should be used during Phase 2 (ISOLATE) of a debug session when the bug has been reproduced and needs to be narrowed down to a specific location. Provides isolation techniques including binary search, stack trace analysis, and diagnostic logging.
audio-quality-check
Analyze audio recording quality - echo detection, loudness, speech intelligibility, SNR, spectral analysis. Use when the user wants to check a recording's quality, detect echo or duplication in audio files, measure speech clarity, compare original vs processed audio, diagnose why a recording sounds bad, or analyze audio tracks from Blackbox or any call recording app. Triggers on audio quality, recording analysis, echo detection, check recording, sound quality, analyze audio, speech quality, PESQ, STOI, loudness, SNR, audio diagnostics, recording sounds bad, echo in recording, audio duplication.
Heimdall
🛡️ MCP Heimdall - Advanced Environment Architect & Diagnostic Tool.
bitrix
Provides expertise in 1C-Bitrix CMS development using the actual project core as the primary source of truth. Use when working with currently installed core modules, standard components, iblocks, highloadblocks, photogallery, blog, forum, vote, forms, landing, sitecorporate solution wizards, social auth, Bitrix24 connector widgets, mobileapp/JN, fileman/editor, cloud storage/files, bitrixcloud backup/monitoring, security/WAF/MFA, locations, message service, localization/translate, HL blocks, templates, import/export, caching, performance diagnostics, agents, events, controllers, search, SEO, users, infrastructure, or PHP-heavy Bitrix tasks such as local modules, services, DTOs, event handlers, controller actions, validation, composer/phpunit/phpstan/php-cs-fixer toolchains, PHP testing/verification, and legacy-to-D7 boundaries. First inspect installed modules and components under `www/bitrix` before relying on memory. Missing modules such as `catalog`, `sale`, `bizproc`, `pull`, or `socialnet` must be treated as deferred until they appear in the core.
Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.
TRIGGER when: user wants entity-wide context for a table, route, or RPC -- schema + RLS + readers + writers + downstream touches all at once. Covers `table_neighborhood`, `route_context`, `rpc_neighborhood`.
Pulser â Skill Diagnostics & Testing
Run pulser to diagnose and test Claude Code skills, then present results conversationally.