altinity-expert-clickhouse/skills/altinity-expert-clickhouse-dictionaries/SKILL.md
Analyze ClickHouse external dictionaries including configuration, memory usage, reload status, and performance. Use for dictionary issues and load failures.
npx skillsauth add altinity/skills altinity-expert-clickhouse-dictionariesInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Analyze external dictionaries: configuration, memory usage, reload status, and performance.
Run all queries from checks.sql in this skill's directory and analyze the results.
-- SYSTEM RELOAD DICTIONARY {database}.{name}
-- SYSTEM RELOAD DICTIONARIES
-- Check reload result
select
name,
status,
loading_start_time,
loading_duration,
last_exception
from system.dictionaries
where name = '{dictionary_name}'
| Elements | Recommended Type | |----------|-----------------| | < 100K | Flat (if sequential keys) | | 100K - 10M | Hashed | | > 10M | Consider partitioning or cache | | Complex keys | ComplexKeyHashed | | Sparse access | Cache with SSD |
| Symptom | Cause | Solution | |---------|-------|----------| | High memory | Too many elements | Use cache type, filter data | | Slow reload | Large source table | Add filters, use delta updates | | Stale data | Source unreachable | Check connectivity, add retry | | Failed status | Source query fails | Check source table/query |
| Finding | Load Module | Reason |
|---------|-------------|--------|
| High memory usage | altinity-expert-clickhouse-memory | Overall memory analysis |
| Load failures | altinity-expert-clickhouse-overview | Error summary + routing |
| Source connectivity | altinity-expert-clickhouse-logs | Log investigation |
| Slow lookups | altinity-expert-clickhouse-reporting | Query optimization |
| Setting | Notes |
|---------|-------|
| dictionaries_lazy_load | Load on first access vs startup |
| dictionary_load_wait_timeout_ms | Wait time for lazy load |
| max_dictionary_num_to_warn | Warning threshold |
tools
Read-only ClickHouse security audit expert for live or exported systems. Use when assessing ClickHouse security posture, reviewing users, roles, grants, settings profiles, row policies, table functions, external sources, table engines, executable UDFs, audit logs, named collections, password hash hygiene, SQL SECURITY DEFINER, impersonation, TLS/network exposure, Keeper/interserver security, encryption at rest, backups, the HTTP interface surface, cluster security, or version-specific ClickHouse security behavior. Diagnoses from SQL/system tables, supplied configuration files, query logs, access metadata, and ClickHouse/Altinity documentation.
tools
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tools
Profile a ClickHouse cluster via MCP and emit a per-cluster "analyst" Skill the user can save in claude.ai. Activate when the user asks to "profile this ClickHouse", "generate an analyst skill", "build a schema guide", "map the data in this cluster", or regenerate an existing cluster-analyst Skill after schema changes. Works against any ClickHouse with read-only SELECT/SHOW/DESCRIBE access via an `execute_query` MCP tool (e.g. the Altinity MCP server). Outputs a 5-file markdown bundle plus a README.
tools
Diagnose ClickHouse disk usage, compression efficiency, part sizes, and storage bottlenecks. Use for disk space issues and slow IO.