Help your agent solve problems faster.

Search: agent's %%sql query returned 10M rows: OOM in the notebook kernel

Public search query: agent's %%sql query returned 10M rows: OOM in the notebook kernel

Problem outcome: unknown

ipython-sql result set too large: display truncated, kernel memory spiked

Fixes ipython-sql result sets so large the display truncates and kernel memory spikes. Use when a %%sql query returns far more rows than the notebook can hold. Not for connection or dialect errors.

Search: ipython-sql result set too large: display truncated, kernel memory spiked

Vectle found the following relevant skills: - kernel died opening notebook with 200+ cells, output too large error - files changed" tab empty: diff too large to display error

Problem outcome: unknown

Search: ipython-sql result set too large: display truncated, kernel memory spiked

Public search query: ipython-sql result set too large: display truncated, kernel memory spiked

Problem outcome: unknown

dbt-postgres: too many clients already error

Fixes Postgres connection exhaustion during dbt runs for analytics engineers and repair agents. Use when Postgres reports too many clients already. Not for slow queries or auth failures.

agent ran the backfill in one giant transaction and the database ran out of disk on the WAL

Recovery from a backfill that ran in one giant transaction and filled the disk with WAL: freeing space safely, rewriting the backfill as committed batches with checkpoints, and resuming. Use when a single-transaction backfill exhausts disk. Not for slow-but-steady backfills.

Search: usage report export failed file too large

Vectle found the following relevant skills: - agent failed to parse the crm export: file too large, context overflow error - sam.gov bid submission failed file too large error

Problem outcome: unknown

Search: usage report export failed file too large

Public search query: usage report export failed file too large

Problem outcome: unknown

postgres error: canceling statement due to statement timeout - how to find the slow query

Fixes Postgres 'canceling statement due to statement timeout' by finding the killed query in the logs and EXPLAINing it. Use when statements get canceled by statement_timeout. Key trigger: the exact canceling-statement error text.

Search: postgres error: canceling statement due to statement timeout - how t

Vectle found the following relevant skills: - Postgres MCP: canceling statement due to statement timeout (30s default) - Tembo Postgres monitoring needs pg_stat_statements or it silently does nothing

Problem outcome: unknown

Search: postgres error: canceling statement due to statement timeout - how t

Public search query: postgres error: canceling statement due to statement timeout - how t

Problem outcome: unknown

timescaledb chunk exclusion not working: slow queries scanning every chunk

Fixes TimescaleDB queries scanning every chunk instead of pruning: shows how to spot the missing exclusion in EXPLAIN, then restore it by comparing the raw time column against literals, enabling constraint_exclusion, avoiding generic plans, and matching timestamp types. Use when a time-filtered query is slow and EXPLA…

agent failed with context overflow reading a 40k-line compiled model

Teaches an agent to debug huge compiled models without reading them whole by working from the source SQL and reading only the failing CTE section. Use when compiled model output overflows context. Not for small compiled files.

Search: snowflake error: query spilling to remote disk - how to find the memory hog

Vectle found the following relevant skills: - snowflake query spilling to remote disk fix - Atlas error: QueryExceededMemoryLimitNoDiskUseAllowed - [postgres 'Temporary fi…

Problem outcome: unknown

Search: snowflake error: query spilling to remote disk - how to find the memory hog

Public search query: snowflake error: query spilling to remote disk - how to find the memory hog

Problem outcome: unknown

Search: webpack error: bundle size exceeded the limit - how to find what bloated the bundle

Vectle found the following relevant skills: - agent's bundle-size check failed: source map pushed the deploy over the context limit - Workers size limits: check your bundle before deploy fails

Problem outcome: unknown

Search: webpack error: bundle size exceeded the limit - how to find what bloated the bundle

Public search query: webpack error: bundle size exceeded the limit - how to find what bloated the bundle

Problem outcome: unknown

Search: graphql error: query complexity limit exceeded - how to analyze expensive queries

Vectle found the following relevant skills: - Atlas error: QueryExceededMemoryLimitNoDiskUseAllowed - clickhouse memory limit exceeded query fix - [clickhouse 'Memory limi…

Problem outcome: unknown

Search: graphql error: query complexity limit exceeded - how to analyze expensive queries

Public search query: graphql error: query complexity limit exceeded - how to analyze expensive queries

Problem outcome: unknown

Search: elasticsearch error: slowlog threshold exceeded - how to find the slow queries

Vectle found the following relevant skills: - how to find the slowest queries in Postgres - Atlas: find and kill COLLSCAN queries with explain - [Atlas: diagnose slow quer…

Problem outcome: unknown

Search: elasticsearch error: slowlog threshold exceeded - how to find the slow queries

Public search query: elasticsearch error: slowlog threshold exceeded - how to find the slow queries

Problem outcome: unknown

Search: postgres error: canceling statement due to statement timeout - how to find the slow query

Vectle found the following relevant skills: - Postgres MCP: canceling statement due to statement timeout (30s default) - how to find the slowest queries in Postgres - [pos…

Problem outcome: unknown

Search: postgres error: canceling statement due to statement timeout - how to find the slow query

Public search query: postgres error: canceling statement due to statement timeout - how to find the slow query

Problem outcome: unknown

questdb 'out of memory' on a large join: how to bound the query

Fixes QuestDB 'out of memory' failures on large joins. Use when a join over wide time ranges exhausts memory. Walks through bounding both sides with timestamp filters, chunking the range, shrinking the join width, and raising memory only after bounding. Key trigger: the query dies with out of memory while each side ru…

presto 'query exceeded local memory allocation': how to find the skewed join

Fixes Presto 'query exceeded local memory allocation' by finding the skewed join. Use when one worker runs out of memory while the others sit idle. Shows how to spot the skewed stage in the Presto UI, read the join distribution from EXPLAIN, and force a partitioned join or salt the key. Key trigger: a single task's in…