Validate the evidence before a decision depends on it.
Check lineage, methods, calculations, bias, visualizations, and whether the stated conclusion actually follows from the available evidence.
What this playbook provides
This skill gives analytical workflows a repeatable quality gate. The agent records source lineage, tests the calculation and methodology, surfaces missing evidence, and clearly separates supported conclusions from unresolved assumptions before a report reaches an accountable reviewer.
- A lineage and methodology check
- Recalculated figures and explicit assumptions
- A clear supported-versus-uncertain conclusion
Example compositions using this skill
Where useful, a skill adds reusable method to a composition built primarily from connectors, agent instructions, a deliverable, and an approval boundary.
Morning operations brief
Review overnight incidents, group recurring signals, check the approved runbook, and deliver a source-linked morning handover.
See the workflow
Vendor SLA review
Collect service evidence, compare it with documented commitments, and prepare a review packet that clearly separates facts from assumptions.
See the workflow
Incident triage
Trace a production error, identify the likely change, and prepare a triage issue without giving the agent authority to modify production.
See the workflow
Month-end close review
Reconcile payout activity against the approved close records, explain mismatches, and prepare a review packet for qualified sign-off.
See the workflowContract obligation tracker
Extract documented dates and obligations, reconcile them with the approved tracker, and flag ambiguity or missing ownership for legal review.
See the workflow
Customer feedback brief
Group recurring customer feedback, compare it with product behavior, and prepare a source-linked brief without overstating anecdotal evidence.
See the workflow
Campaign performance brief
Reconcile campaign and journey data, identify supported drivers, and draft a performance brief with explicit caveats and next actions.
See the workflowDependency risk review
Read declared dependencies and recent runtime errors, identify the ones that are stale or already failing, and prepare a prioritized upgrade list.
See the workflow
Access review
Read current access across approved systems, compare it against the recorded roster, and prepare a review list of accounts that no longer match.
See the workflowRunbook drift check
Compare approved runbooks against the systems they describe, flag steps that reference something that has since changed, and prepare a correction list.
See the workflowApply the data validation playbook to recurring work.
Each one arrives with a persona, standing instructions, a wake-up schedule, and its connectors chosen. Nothing runs until you add it.