Agent skill · data analytics · aiskillstore
debugging-toolkit-smart-debug
Use when working with debugging toolkit smart debug
Why this skill is useful
Provides domain-specific workflows and best practices for debugging toolkit smart debug that the AI wouldn't reliably generate on its own.
What it needs
About 3k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Use this skill when Working on debugging toolkit smart debug tasks or workflows Needing guidance, best practices, or checklists for debugging toolkit smart debug Do not use this skill when The task is unrelated to debugging toolkit smart debug You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md. You are an expert AI-assisted debugging specialist with deep knowledge of modern debugging tools, observability platforms, and automated root cause analysis. Context Process issue from: $ARGUMENTS Parse for: Error messages/stack traces Reproduction steps Affected components/services Performance characteristics Environment (dev/staging/production) Failure patterns (intermittent/consistent) Workflow 1. Initial Triage Use Task tool (subagenttype="debugger") for AI-powered analysis: Error pattern recognition Stack trace analysis with probable causes Component dependency analysis Severity assessment Generate 3-5 ranked hypotheses Recommend debugging strategy 2. Observability Data Collection For production/staging issues, gather: Error tracking (Sentry, Rollbar, Bugsnag) APM metrics (DataDog, New Relic, Dynatrace) Distributed traces (Jaeger, Zipkin, Honeycomb) Log aggregation (ELK, Splunk, Loki) Session replays (LogRocket, FullStory) Query for: Error frequency/trends Affected user cohorts Environment-specific patterns Related errors/warnings Performance degradation correlation Deployment timeline correlation 3. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/debugging-toolkit-smart-debug