MCP CheckClaude skills for logs
469 public Claude skills touch on logs. These 50 are the closest fit, best-known sources first. Each links to its folder; copy it into ~/.claude/skills/ to use it.
whizard logging
Use when working with WizTelemetry Logging extension for KubeSphere, including installation, configuration, and log query API
kubesphere/kubesphere★ 17kLicence: see repoFolder:
whizard-loggingaudit logging
Implement centralized audit logging and SIEM integration. Configure log retention and security monitoring. Use when implementing audit trail requirements.
BagelHole/DevOps-Security-Agent-Skills★ 1.2kMITFolder:
audit-logginggcp audit logs
Configure GCP Cloud Audit Logs for compliance. Set up log routing and BigQuery analysis. Use when auditing GCP activity.
BagelHole/DevOps-Security-Agent-Skills★ 1.2kMITFolder:
gcp-audit-logsloki logging
Configure Grafana Loki for log aggregation and analysis. Set up Promtail for log collection, write LogQL queries, and integrate with Grafana for visualization. Use when implementing lightweight log aggregation, especially in Kubernetes environments.
BagelHole/DevOps-Security-Agent-Skills★ 1.2kMITFolder:
loki-logginglogging setup
Generates structured logging infrastructure using os.log/Logger to replace print() statements. Use when user wants to add proper logging, replace print statements, or set up app logging.
rshankras/claude-code-apple-skills★ 841MITFolder:
logging-setuplogging patterns
Java logging best practices with SLF4J, structured logging (JSON), and MDC for request tracing. Includes AI-friendly log formats for Claude Code debugging. Use when user asks about logging, debugging application flow, or analyzing logs.
decebals/claude-code-java★ 761MITFolder:
logging-patternssiem logging
Configure security information and event management (SIEM) systems for threat detection, log aggregation, and compliance. Use when implementing centralized security logging, writing detection rules, or meeting audit requirements across cloud and on-premise…
ancoleman/ai-design-components★ 525MITFolder:
siem-logging181 java observability logging
Use when you need to implement or improve Java logging and observability — including selecting SLF4J with Logback/Log4j2, applying proper log levels (ERROR, WARN, INFO, DEBUG, TRACE), parameterized logging, correlation context, secure logging without…
jabrena/plinth★ 456Apache-2.0Folder:
181-java-observability-loggingusage logging
Implements structured usage logging and audit trails for cost and session tracking. Use when adding audit trails, usage analytics, or cost tracking to a skill.
athola/claude-night-market★ 343MITFolder:
usage-logginglogging best practices
Logging best practices for applications and services including structured logging, log levels, and log management strategies
Mindrally/skills★ 288Apache-2.0Folder:
logging-best-practicesstructured logging lite
Design, audit, or implement application structured logging architecture from repository evidence. Use when a user asks whether or where to add logs, how to choose or migrate a logger, how to standardize events/fields/levels/redaction, how to add HTTP…
majiayu000/spellbook★ 288MITFolder:
structured-logging-litefrappe core logging
Use when implementing logging, error tracking, or monitoring in Frappe v14-v16. Covers frappe.logger() for file-based logging, frappe.log_error() for Error Log DocType entries, request logging, Sentry integration, and production logging patterns. Prevents…
Impertio-Studio/Frappe_Claude_Skill_Package★ 198Licence: see repoFolder:
frappe-core-logginggo logging
Use when choosing a logging approach, configuring slog, writing structured log statements, or deciding log levels in Go. Also use when setting up production logging, adding request-scoped context to logs, or migrating from log to slog, even if the user…
cxuu/golang-skills★ 187Apache-2.0Folder:
go-loggingdt obs logs
Log querying, filtering, pattern analysis, and error rate calculation. Use when searching application or infrastructure logs, analyzing error patterns, or correlating log data. Trigger: "show error logs", "search logs for keyword", "log error rate",…
Dynatrace/dynatrace-for-ai★ 171Apache-2.0Folder:
dt-obs-logslogging session
Record and query AI conversation logs — what users asked, how it was solved, and the result. Use when users want to logging conversation, summarize recent work from sessions, or want daily/weekly project summaries from past conversations.
balabalabalading/huuuuuuho-skills★ 118MITFolder:
logging-sessionotel span events to logs migration
Migrate OpenTelemetry Span Events (AddEvent, RecordException, and language equivalents) to the Logs API following the accepted OTEP 4430 migration plan. Use when migrating instrumentation from span events to log-based events, reviewing code that still uses…
ollygarden/opentelemetry-agent-skills★ 118Apache-2.0Folder:
otel-span-events-to-logs-migrationdistributed logging
This skill should be used when the user designs "distributed logging", "log aggregation", "centralized logs", an "ELK" or "EFK" stack, "log shipping", "structured logging", a "correlation ID" or "trace ID" in logs, "log retention", or "high-volume log…
proyecto26/system-design-skills★ 116MITFolder:
distributed-logginglogging error tracking expert
Expert guide for structured logging (Pino, Winston), error tracking (Sentry), log aggregation (Axiom, Datadog), request correlation, and GDPR-compliant log management / Panduan ahli untuk logging terstruktur (Pino, Winston), pelacakan error (Sentry),…
roedyrustam/vibes-plug★ 116MITFolder:
logging-error-tracking-expertanalyzing api gateway access logs
'Parses API Gateway access logs (AWS API Gateway, Kong, Nginx) to detect
adriannoes/awesome-agentic-ai★ 89MITFolder:
analyzing-api-gateway-access-logsanalyzing azure activity logs for threats
'Queries Azure Monitor activity logs and sign-in logs via azure-monitor-query
adriannoes/awesome-agentic-ai★ 89MITFolder:
analyzing-azure-activity-logs-for-threatsanalyzing dns logs for exfiltration
'Analyzes DNS query logs to detect data exfiltration via DNS tunneling,
adriannoes/awesome-agentic-ai★ 89MITFolder:
analyzing-dns-logs-for-exfiltrationdotnet logging configuration
Configures structured logging with ILogger<T> and ILoggerFactory following Microsoft best practices. Includes Serilog setup, log enrichment, and logging source generators for high-performance logging.
ronnythedev/dotnet-clean-architecture-skills★ 77No licence statedFolder:
23-dotnet-logging-configurationrustfs logging governance
Add or review RustFS `tracing` events with the repository field shape, level policy, privacy boundaries, and guardrails. Use when a change adds or edits a tracing macro/instrumentation site or the logging guardrail script.
modem-dev/ossrules★ 64MITFolder:
rustfs-logging-governancelogging and monitoring evidence pack
Use this skill when an auditor, customer or regulator will ask how security events are logged and watched, and someone says "prepare logging evidence", "show we monitor alerts", "what do we log and for how long", "who looks at the SIEM", "prove an alert…
better-isms/grcskills★ 53MITFolder:
logging-and-monitoring-evidence-packBetter Stack Logging
Better Stack log management (Logtail): log sources, structured log search and query syntax, log-based alerting, and log analysis workflows.
WYRE-AI/msp-claude-plugins★ 52Apache-2.0Folder:
loggingetemaro core agent logs review
Review the Etemaro core agent's run directory (packages/core — state.json, lessons.json, decision-log.json, logs/agent-*.log, logs/actions-*.jsonl, logs/structured-*.jsonl) and deliver a self-contained HTML performance, strategy and stability report. Use…
romankurnovskii/etemaro★ 44No licence statedFolder:
etemaro-core-agent-logs-reviewuefn editor logs
Read the new UEFN editor log lines after an action, set verbosity, camera/viewport/CVar, selection and content browser via MCP (LogsToolset, EditorAppToolset). Use when you need to understand what the editor wrote after an MCP call.
mimmo-the-root/UEFN-dream-bot-team★ 12MITFolder:
uefn-editor-logslogging observability
Structured logging, distributed tracing, and metrics collection patterns for building observable systems. Use when implementing logging infrastructure, setting up distributed tracing with OpenTelemetry, designing metrics collection (RED/USE methods),…
wpank/ai★ 12No licence statedFolder:
logging-observabilityspip logs
Use when writing, reading, or debugging SPIP logs — spip_log(), journal(),
epilibre-design/spip-skills★ 5No licence statedFolder:
spip-logsexception handling and logging
Laravel guidance to use reportable/renderable exceptions, structured logs, and channel strategy for observability and graceful failures
soden46/syarif-laravel-ai-skills★ 5MITFolder:
exception-handling-and-loggingsf debugging logs
Salesforce debug logging and diagnostics - trace flags and debug levels via TraceFlag and DebugLevel Tooling API objects or sf data create record --use-tooling-api, log categories and levels, the 20 MB log and 1000 MB trace-flag limits, sf apex list log,…
grzmol/vibe-force★ 3MITFolder:
sf-debugging-logswebapp testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
anthropics/skills★ 185kNo licence statedFolder:
webapp-testingobservability and instrumentation
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but…
addyosmani/agent-skills★ 112kMITFolder:
observability-and-instrumentationcoding agent sessions
Finds, reads, and reconstructs coding-agent sessions across Codex, Claude, OpenCode, OMO/Senpi, and other local agent logs. Use when asked to find or search past sessions, transcripts, or subagent runs, or to recover what an earlier session did.
code-yeongyu/oh-my-openagent★ 70kLicence: see repoFolder:
coding-agent-sessionspytorch lightning
Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard, MLflow), distributed training (DDP, FSDP,…
K-Dense-AI/scientific-agent-skills★ 55kMITFolder:
pytorch-lightningscientific brainstorming
Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brainstorming or prioritizing candidate…
K-Dense-AI/scientific-agent-skills★ 55kMITFolder:
scientific-brainstormingagent qa debug fix
Debug, patch, and verify failed Agent QA runs from MCP evidence, artifacts, logs, and local code without hiding product or infrastructure defects.
sickn33/agentic-awesome-skills★ 49kMITFolder:
agent-qa-debug-fixagent qa result triage
Triage failed Agent QA runs with MCP evidence, artifacts, logs, fixed failure categories, confidence, and actionable next steps.
sickn33/agentic-awesome-skills★ 49kMITFolder:
agent-qa-result-triagetrace to training data
Convert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to become training data, when applying rejection sampling to model outputs, or when building DPO pairs from…
wshobson/agents★ 42kMITFolder:
trace-to-training-datapython observability
Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.
wshobson/agents★ 42kMITFolder:
python-observabilityaws cloudwatch investigation
Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision tree, and PromQL-style metric query patterns for structured incident triage.
github/awesome-copilot★ 41kMITFolder:
aws-cloudwatch-investigationaws resource health diagnose
Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.
github/awesome-copilot★ 41kMITFolder:
aws-resource-health-diagnoseazure resource health diagnose
Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
github/awesome-copilot★ 41kMITFolder:
azure-resource-health-diagnosegws admin reports
Google Workspace Admin SDK: Audit logs and usage reports.
googleworkspace/cli★ 32kApache-2.0Folder:
gws-admin-reportsdebug
Debug container agent issues. Use when things aren't working, container fails, authentication problems, or to understand how the container system works. Covers logs, session DBs, mounts, and common issues.
nanocoai/nanoclaw★ 31kMITFolder:
debugvendor management
Use when reviewing, scoring, or auditing third-party SaaS / vendor relationships — running a vendor scorecard with industry tuning, tracking SLA compliance with credit-claim flags, classifying third-party risk across 4 risk vectors, preparing a tier-1…
alirezarezvani/claude-skills★ 29kMITFolder:
vendor-managementdecision logger
Two-layer memory architecture for board meeting decisions. Manages raw transcripts (Layer 1) and approved decisions (Layer 2). Use when logging decisions after a board meeting, reviewing past decisions with /decision-logger decisions, or checking overdue…
alirezarezvani/claude-skills★ 29kMITFolder:
decision-loggermeta optimize
Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user says \"优化技能\", \"meta optimize\", \"improve skills\",…
wanshuiyin/Auto-claude-code-research-in-sleep★ 18kMITFolder:
meta-optimizekubesphere fluid
KubeSphere Fluid management Skill. Use when user asks to install or enable Fluid, check Fluid status, view Fluid pods/logs/CRDs, create or update Dataset, AlluxioRuntime, JuiceFSRuntime, or ThinRuntime, perform DataLoad or cache warming, scale runtime, or…
kubesphere/kubesphere★ 17kLicence: see repoFolder:
kubesphere-fluidkubesphere openkruise
KubeSphere OpenKruise management Skill. Use when user asks to install or enable OpenKruise, check OpenKruise status, view kruise pods/logs/CRDs, create or update SidecarSet, manage sidecar injection, create or update CloneSet, perform in-place update or…
kubesphere/kubesphere★ 17kLicence: see repoFolder:
kubesphere-openkruise
Claude skills for logs: common questions
Which Claude skill should I use for logs?
Yes: 469 public skills from 258 GitHub repositories mention logs. The best-known ones named for it are whizard logging (kubesphere/kubesphere, ★ 17k), audit logging (BagelHole/DevOps-Security-Agent-Skills, ★ 1.2k) and gcp audit logs (BagelHole/DevOps-Security-Agent-Skills, ★ 1.2k). Stars belong to the whole repository, not to one skill.
How do I add whizard logging to Claude?
For logs, copy the whizard-logging folder from kubesphere/kubesphere (the folder that holds SKILL.md) into ~/.claude/skills/ to use it in every Claude Code project, or into .claude/skills/ for one project. For the Claude apps, upload the zipped folder as a custom skill instead.
How recently were logs skills updated?
316 of the 469 logs skills sit in repositories that changed in the 30 days before 31 Oct 2026.
Are logs skills safe to install?
Installing a logs skill means Claude will follow its instructions and may run its scripts, so read SKILL.md and every script first: for whizard logging, that is everything in the whizard-logging folder. 3 of the 50 here, spip logs, exception handling and logging and sf debugging logs, come from repositories with under 10 stars, so few people have looked at them. Watch for downloads, commands that send data out, invisible characters, and text telling Claude to keep something from you.
What licences do these logs skills use?
Of the 50 logs skills listed here, 40 sit in repositories under an open licence such as MIT or Apache 2.0, and 5, such as dotnet logging configuration and etemaro core agent logs review, state no licence at all, which legally means you may not reuse them. The licence badge on each card tells you which is which.
More topics: every “Claude skills for…” page.