Perfect! I've successfully gathered all the research materials for creating your Elasticsearch debugging skill. Here's what I created:
π Research Directory Created: elasticsearch-research/
Complete Structure (23 files total):
elasticsearch-research/ βββ README.md # Complete guide βββ scripts/ # 9 ES management scripts β βββ so-elasticsearch-troubleshoot # Primary diagnostic tool β βββ so-elasticsearch-query # API wrapper β βββ so-elasticsearch-retention-estimate # Capacity planning β βββ so-elasticsearch-indices-growth # Growth tracking β βββ ... (5 more scripts) βββ config/ # 3 configuration files β βββ defaults-excerpt.yaml # Watermark thresholds β βββ elasticsearch-yaml-structure.md # Config documentation β βββ curl-config-template.md # Auth patterns βββ workflows/ # 5 troubleshooting guides β βββ disk-watermark-breach.md # Most common issue β βββ unassigned-shards.md # Critical failures β βββ ilm-troubleshooting.md # Retention issues β βββ health-report-analysis.md # Cluster health β βββ retention-planning.md # Capacity planning βββ api-reference/ # 2 API guides β βββ common-api-endpoints.md # ES API reference β βββ curl-patterns.md # Authentication patterns βββ reference/ # 3 reference files βββ file-locations.md # All file paths βββ common-error-patterns.md # Error meanings βββ so-common-functions.md # Bash functions
π― What's Covered
Workflows (Most important for the skill):
- β Disk watermark breaches (80%/85%/90% thresholds)
- β Unassigned shard troubleshooting
- β ILM policy debugging
- β Health report interpretation
- β Retention planning and capacity management
Tools Referenced:
- 9 critical SO Elasticsearch scripts with full source code
- API endpoints with examples
- Configuration structure and defaults
Documentation:
- Error patterns and their meanings
- File locations and paths
- Common functions from so-common library
π Next Step: Create the Skill
Run this command to create your skill:
/meta-claude:skill:create elasticsearch-troubleshoot ./elasticsearch-research ./skills
This will:
- Analyze all 23 research files
- Synthesize an interactive troubleshooting guide
- Generate a SKILL.md file with decision tree approach
- Save to ./skills/elasticsearch-troubleshoot/
π‘ Skill Design
The skill will provide:
Interactive Decision Tree: What issue are you experiencing?
- Cluster health is yellow or red
- Running out of disk space
- Indices not deleting
- Performance degradation
- General diagnostic check
Each path includes:
- Detection commands (sudo so-elasticsearch-troubleshoot)
- Output interpretation (what to look for)
- Step-by-step resolution
- Verification steps
π Quick Start
- Review the materials (optional but recommended): cat elasticsearch-research/README.md
- Create the skill: /meta-claude:skill:create elasticsearch-troubleshoot ./elasticsearch-research ./skills
- Test it: /elasticsearch-troubleshoot
π Key Highlights
- Focuses on quick diagnostics (80% of common issues)
- Uses existing SO tools (not raw API calls)
- Step-by-step workflows for each issue type
- Based on real script analysis (9 actual SO scripts)
- Security Onion 2.4 specific (version 8.18.8 ES)
Everything is ready! The research directory contains comprehensive materials for creating a practical, usable Elasticsearch debugging skill. Check out elasticsearch-research/README.md for detailed guidance on creating and using the skill.