Examples

Spec to Slice to PR to Merge

1. create_research_brief captures the problem statement and evidence.
2. create_spec_record converts it into an auditable spec artifact.
3. create_slice_plan and evaluate_slice_plan_readiness break the work into implementation units.
4. Queue and task tools track claim, update, and status transitions.
5. GitHub and branching tools create pull-request records, update status, and plan dependent rebases.
6. Policy, Discord approvals, and gates decide whether the work can merge.

Incident Remediation

1. create_review_finding
2. create_remediation_plan
3. run_gates
4. evaluate_sonar_quality_gate