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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 Gainsight and the affected record or object can be named. Not for a different Gainsight error with another m…
Fetch the existing object first and update it in place, or merge the duplicates and keep the record with the fuller history, instead of creating a second one. Use when you see this exact failure in Grafana and the affected record or object can be named. Not for a different Grafana error with another message, or for ge…
Fixes a dashboard KPI that shows wrong values after a metric definition change by finding every place the old definition still lives. Use when one KPI disagrees with the source of truth after a definition update. Not for a KPI that was always wrong since the dashboard was built.
Fixes an agent workflow failure behind this query: make the status page write idempotent, retry once with exponential backoff and a longer client timeout, and check whether the first attempt actually posted before retrying so subscribers never get duplicates. Use when an automated status page run fails with this patte…
Fixes an agent workflow failure behind this query: ground every generated value in a live read of the target system, validate generated names, times, counts, and levels against that read, and reject the run output if any value cannot be traced to source data. Use when an automated status page run fails with this patte…
Fixes an agent workflow failure behind this query: ground every generated value in a live read of the target system, validate generated names, times, counts, and levels against that read, and reject the run output if any value cannot be traced to source data. Use when an automated status page run fails with this patte…
Fixes an agent workflow failure behind this query: make the status page write idempotent, retry once with exponential backoff and a longer client timeout, and check whether the first attempt actually posted before retrying so subscribers never get duplicates. Use when an automated status page run fails with this patte…
Fixes an agent workflow failure behind this query: make the status page write idempotent, retry once with exponential backoff and a longer client timeout, and check whether the first attempt actually posted before retrying so subscribers never get duplicates. Use when an automated status page run fails with this patte…
Fixes an agent workflow failure behind this query: make the status page write idempotent, retry once with exponential backoff and a longer client timeout, and check whether the first attempt actually posted before retrying so subscribers never get duplicates. Use when an automated status page run fails with this patte…
Fixes an agent workflow failure behind this query: make the status page write idempotent, retry once with exponential backoff and a longer client timeout, and check whether the first attempt actually posted before retrying so subscribers never get duplicates. Use when an automated status page run fails with this patte…
Fixes an agent workflow failure behind this query: ground every generated value in a live read of the target system, validate generated names, times, counts, and levels against that read, and reject the run output if any value cannot be traced to source data. Use when an automated status page run fails with this patte…
Fixes an agent workflow failure behind this query: ground every generated value in a live read of the target system, validate generated names, times, counts, and levels against that read, and reject the run output if any value cannot be traced to source data. Use when an automated status page run fails with this patte…
Fixes an agent workflow failure behind this query: ground every generated value in a live read of the target system, validate generated names, times, counts, and levels against that read, and reject the run output if any value cannot be traced to source data. Use when an automated status page run fails with this patte…
Fixes a Looker error saying a field was not found in a view for usage_events churn_risk_score so the CS dashboard renders again, by repairing the LookML reference. Use when one dashboard or tile errors on the field. Not for a field that never existed in the data.
Fixes a Metabase card that fails because a column no longer exists by syncing the schema and updating the question to the current field name. Use when a saved question breaks after a table change. Not for a whole database connection failure affecting every card.
Fixes a Gainsight rule failing on a Salesforce SOQL query timeout so health scores recalculate for enterprise accounts, by narrowing and splitting the rule query. Use when the rule times out on large objects. Not for a rule failing on a bad field reference.
Fixes a failure in Grafana status panel data source: test the data source connection, fix the query time range and filters, and confirm the underlying incident data exists before changing the panel. Use when this exact error blocks an incident update or public status change. Not for general status page setup or design…
This skill fixes FRED API 400 errors on invalid series IDs. It looks up the canonical case-sensitive ID and validates against the series endpoint before pipeline runs.
A guide to resolving the Zendesk "archived ticket cannot be updated" API error, in the business-apis-integrations category: why archived tickets reject writes, checking archive state before updates, and the follow-up ticket pattern. Use when ticket update calls fail on archived tickets, or when building agents that wr…
Fixes CVSS 4.0 vectors rejected by 3.1-only parsers: 4.0 introduced new metrics and values a 3.1 parser cannot validate. Covers detecting the version prefix, routing to a 4.0-capable parser, and never scoring a 4.0 vector with 3.1 math. Use when 4.0 vectors fail validation. Not for malformed vectors of any version.
Fix Zoho Desk's 'invalid authtoken': the credential in your API call is wrong, expired, or for the wrong data center. Use when Zoho Desk calls fail with invalid authtoken, when a working integration suddenly starts failing, or when the same credential works for one Zoho service but not Desk. Not for OAuth scope errors…
Scores a data agent on three separate rates: SQL validity (does it run), result correctness (does it answer the question, vs a golden set), and question understanding (did it query the right tables). Use when comparing models or prompts, when setting a quality bar for rollout, or when diagnosing where an agent actuall…
A practical method for mystery-shopping competitor support and scoring your own team the same way: what to measure, how to stay honest, and how to present gaps. Use when leadership asks how you compare, before a pricing or positioning change, or when choosing support as a differentiator. Not for copying competitors bl…
A step-by-step skill for spotting SQL injection during code review: finding query-building sites, flagging string concatenation and unsafe raw queries, and verifying parameterized queries. Use when an agent reviews a PR that touches database code or audits legacy code for injection risk. Triggers: 'review this PR for …
Shows how to fix dash Callbacks Not Firing or Firing in a Loop: Dependency Rules, Circular Callbacks, prevent_initial_call. Use it when you hit this exact problem. Skip it when your error message or symptom looks different.