FlowIQ
Step 2 of 4

Review the rubrics FlowIQ generated

AI proposed a scoring rubric per job description. Nothing is scored until a human approves — this is the fairness gate. Each rubric defines which artifacts count, how they're weighted, and what good work looks like for that role.

2 of 4 rubrics approved50%

2 rubrics pending review. Scoring will not begin for unapproved roles.

AI Engineerengineering

Generated from the AI Engineer JD in Odoo. Weights tuned toward reliability given platform-hardening quarter.

Artifact types
GitLabmerge_request35%
Jirajira_ticket_resolution30%
GitLabincident_response20%
GitLabcode_review15%
Scoring dimensions
Correctness35

Does the change do what it claims, with evidence (tests, validation)?

Craft & clarity30

Readable, well-scoped, maintainable; blast radius matches intent.

Reliability impact35

Moves the system toward fewer incidents and safer failure modes.

Expected time allocation
strategic10%
deep55%
coordination15%
review15%
admin5%
Approved by Khaled Hesham
AI Managerengineering

Dual-role rubric. Manager is scored on team leverage AND personal craft.

Artifact types
GitLabcode_review30%
GitLabmerge_request20%
Calendardecision_record30%
Jiraunblock20%
Scoring dimensions
Team throughput40

Removes blockers and shortens cycle time for reports.

Direction quality35

Decisions align team capacity with weighted goals.

Own craft25

Personal contributions stay sharp where they matter.

Expected time allocation
strategic25%
deep20%
coordination30%
review20%
admin5%
Approved by Omar Shouman
Director / Executiveleadership

Draft — awaiting director sign-off in the decision queue.

Artifact types
Calendardecision_record50%
Jiraportfolio_review50%
Scoring dimensions
Portfolio alignment50

Capacity is invested in proportion to goal weight.

Risk foresight50

Cross-unit risks are surfaced and acted on early.

Expected time allocation
strategic50%
deep5%
coordination30%
review10%
admin5%
Pending human approval — nothing is scored until approved.
Designerdesign

Draft — pending Design Lead approval.

Artifact types
Jirafigma_flow50%
GitLabdesign_review25%
Jiraspec_doc25%
Scoring dimensions
Usability45

Reduces friction in the user's real task.

Craft30

Visual + interaction polish on its own terms.

Feasibility25

Buildable within engineering constraints.

Expected time allocation
strategic15%
deep50%
coordination20%
review10%
admin5%
Pending human approval — nothing is scored until approved.