SkillDevelopment & Engineering
ClickHouse SDK Patterns
Production-ready patterns for @clickhouse/client \u2014 streaming inserts,\
✳Claude Code
By jeremylongshoreOriginal project
MIT · FreeView skill
Root cause analysis frameworks including log-first investigation, git bisect correlation, and pattern-based diagnosis with confidence scoring.
--- name: debugging-patterns description: Root cause analysis frameworks including log-first investigation, git bisect correlation, and pattern-based diagnosis with confidence scoring. allowed-tools: Read, Bash, Grep, Glob, WebSearch graph: domains: [domain:software-engineering] skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop] workflows: [workflow:feature-development] topics: [topic:developer-experience] roles: [role:tech-lead, role:backend-engineer] 2. DO NOT form hypotheses before reading evidence 3. Identify the exact error: message, file, line, call stack 4. Determine reproduction steps from evidence 5. Check git log for recent changes correlating with bug introduction --- ## Pattern-Based Diagnosis - Check patterns.md for known gotchas matching the error - Cross-reference with common patterns: null pointer, race condition, resource leak, config error - Rate root cause confidence (>=80% to proceed with fix) ## Evidence Collection - Stack traces with full call chain - Error messages with context - Exit codes from reproduction attempts - Git blame/log for change correlation - Environment differences (if applicable) ## When to Use - During DEBUG workflow investigation phase - When BUILD tests fail unexpectedly - When reviewing error handling gaps ## Agents Used - `bug-investigator` (primary consumer) - `silent-failure-hunter` (pattern reference)--- name: debugging-patterns description: Root cause analysis frameworks including log-first investigation, git bisect correlation, and pattern-based diagnosis with confidence scoring. allowed-tools: Read, Bash, Grep, Glob, WebSearch graph: domains: [domain:software-engineering] skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop] workflows: [workflow:feature-development] topics: [topic:developer-experience] roles: [role:tech-lead, role:backend-engineer] 2. DO NOT form hypotheses before reading evidence 3. Identify the exact error: message, file, line, call stack 4. Determine reproduction steps from evidence 5. Check git log for recent changes correlating with bug introduction --- ## Pattern-Based Diagnosis - Check patterns.md for known gotchas matching the error - Cross-reference with common patterns: null pointer, race condition, resource leak, config error - Rate root cause confidence (>=80% to proceed with fix) ## Evidence Collection - Stack traces with full call chain - Error messages with context - Exit codes from reproduction attempts - Git blame/log for change correlation - Environment differences (if applicable) ## When to Use - During DEBUG workflow investigation phase - When BUILD tests fail unexpectedly - When reviewing error handling gaps ## Agents Used - `bug-investigator` (primary consumer) - `silent-failure-hunter` (pattern reference)
Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.