golang-samber-slogStructured logging extensions for Golang using samber/slog-**** packages — multi-handler pipelines (slog-multi), log sampling (slog-sampling), attribute formatting (slog-formatter), HTTP middleware (slog-fiber, slog-gin, slog-chi, slog-echo), and backend routing (slog-datadog, slog-sentry, slog-loki, slog-syslog, slog-logstash, slog-graylog...). Apply when using or adopting slog, or when the codebase already imports any github.com/samber/slog-* package.
Install via ClawdBot CLI:
clawdbot install samber/golang-samber-slogGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
Webhook → https://hooks.slack.com/services/...Calls external URL not in known-safe list
https://github.com/samber/cc-skills-golangUses known external API (expected, informational)
slack.comAI Analysis
The skill definition describes legitimate Go logging libraries (samber/slog-*) for structured logging pipelines. The external URLs referenced (GitHub repository, Slack webhook example) are for documentation and examples, not hidden data exfiltration. The skill's purpose and allowed tools are consistent with development activities.
Generated May 6, 2026
Route all error-level logs to Sentry while sending info logs to Loki. This ensures critical issues are immediately visible to the on-call team and debug information is stored for later analysis.
Use threshold sampling to log the first 100 requests per second, then sample 10% of subsequent requests. This reduces storage costs and noise while preserving visibility into rare events.
Apply PII formatter and IP address formatter as middleware to mask sensitive user data before logs are written to any sink. This ensures compliance with data protection regulations like GDPR.
Use slog-multi router to direct logs from different tenants to separate Loki streams based on tenant ID attributes. Each tenant's logs are isolated for security and billing purposes.
Configure failover handler to send logs to a local file when the primary remote syslog server is unreachable. This prevents log loss during network outages.
Integrate samber/slog as the logging backend in a multi-tenant observability platform. Offer tiered plans with different retention and sampling rates, routing customer logs to separate sinks.
Embed slog-multi and slog-sampling into a CI/CD pipeline tool that provides pre-built log pipelines for Kubernetes deployments. Charge per cluster or per developer seat.
Use slog-formatter to automatically strip PII and normalize logs for compliance reporting. Offer this as a SaaS that ingests logs, redacts sensitive data, and generates audit-friendly outputs.
💬 Integration Tip
Start with a simple Fanout to multiple handlers (e.g., console + file) and gradually add sampling and formatters as middleware using Pipe. Always place sampling before formatters to avoid wasted CPU on dropped records.
Scored Sep 28, 2026
Audited Apr 18, 2026 · audit v1.0
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.
Use when writing tests, creating test strategies, or building automation frameworks. Invoke for unit tests, integration tests, E2E, coverage analysis, performance testing, security testing.