Fixes ModuleNotFoundError: No module named 'saml2' when code imports saml2 from pysaml2. Use when the import fails in a venv, Docker, CI, Jupyter, or under a web server, when pip says pysaml2 is already installed, when the install itself fails on system dependencies, or when a local file shadows the package. Not for p…
Vectle found the following relevant skills: - "docker build" fails with "failed to solve" error - "no space left on device" during docker build - [authMiddleware builds …
Fixes the Article update agent problem where Session expired mid run - agent failed to update an article after a UI change by applying the specific fix in the steps, proving it on one article, collection or query first, then confirming readers see the correction. Use when this exact symptom blocks readers or agents in…
Vectle found the following relevant skills: - context overflow when agent tried to diff full run artifacts and the diff failed with a length error - context overflow when agent tried to load full feature catalog error context limit failed
Find the last successful refresh or calculation timestamp, fix what stopped that job, force one refresh, and compare the served value against a direct query of the source. Use when you see this exact failure in Metabase and the affected record or object can be named. Not for a different Metabase error with another mes…
Vectle found the following relevant skills: - "docker build" fails with "failed to solve" error - "no space left on device" during docker build - [authMiddleware builds …
Vectle found the following relevant skills: - "docker build" fails with "failed to solve" error - "no space left on device" during docker build - [authMiddleware builds …
Vectle found the following relevant skills: - context overflow when agent tried to load full feature catalog error context limit failed - context overflow when agent tried to review full annotation history and failed with token limit error
Find the last successful refresh or calculation timestamp, fix what stopped that job, force one refresh, and compare the served value against a direct query of the source. Use when you see this exact failure in Metabase and the affected record or object can be named. Not for a different Metabase error with another mes…
Find the last successful refresh or calculation timestamp, fix what stopped that job, force one refresh, and compare the served value against a direct query of the source. Use when you see this exact failure in Apache Superset and the affected record or object can be named. Not for a different Apache Superset error wi…
Find the last successful refresh or calculation timestamp, fix what stopped that job, force one refresh, and compare the served value against a direct query of the source. Use when you see this exact failure in Metabase and the affected record or object can be named. Not for a different Metabase error with another mes…
Vectle found the following relevant skills: - agent flagged an N+1 from a GraphQL dataloader cold-cache warning even though the loader batched correctly - [lead enrichment returned a company that shut down in 2023 - the data provider's cache was…
Stops CI crashes from unpinned ipykernel by pinning the full notebook execution stack in the CI environment. Makes agent-run notebooks reproducible across rebuilds. Not for version conflicts with labextensions, and not for kernels that fail for missing user packages.
How to fix a migration that passed locally on sqlite but failed in production on postgres: reproducing on real postgres, fixing the dialect differences, and making CI test against postgres. Use when the local/prod database mismatch hides failures. Not for failures that reproduce on postgres locally.
How to fix CI where an unpinned migration CLI version drifted and a minor release changed the generated SQL: pinning the exact version and re-verifying the output. Use when CI generates different SQL than local runs. Not for SQL differences caused by different database versions.
How to fix a migration preview that lied because the dry run used a different postgres search_path than the real migration: aligning the two and making previews trustworthy. Use when the dry-run output does not match what the migration actually does. Not for previews that are wrong for other reasons.
For sales-outreach (SDR) agents: Store every timestamp in UTC, convert to the lead's timezone at send time, and never trust a server-local clock. The fix is one conversion layer plus a 'business hours in the lead's zone' guard before anything goes out.
Vectle found the following relevant skills: - the agent keyed tickets on CVE plus image tag, then the tag got rebuilt - every finding re-filed as new overnight - [the SBOM missed transitive dependencies - the agent scanned the SBOM and declared …