Agent Skills: Deliverable Self-Loop

Deliverable Self-Loop

Runs the final quality gate for a reader-facing deliverable and always writes a PASS/FAIL report.

Inputs

Primary input depends on the active pipeline contract:

• brief deliverable
• paper-review deliverable
• evidence-review deliverable
• idea memo bundle
• tutorial deliverable

Output

• output/DELIVERABLE_SELFLOOP_TODO.md
• for research-brief: output/BRIEF_SCORECARD.md and output/BRIEF_SCORECARD.json
• for paper-review: output/REVIEW_SCORECARD.md and output/REVIEW_SCORECARD.json
• for idea-brainstorm: output/IDEA_SCORECARD.md and output/IDEA_SCORECARD.json
• for evidence-review: output/EVIDENCE_SCORECARD.md and output/EVIDENCE_SCORECARD.json

Dispatch rule

The gate should dispatch by pipeline contract first:

• quality_contract.deliverable_kind

Only fall back to legacy profile-name checks when contract metadata is missing.

Script boundary

scripts/run.py should:

• detect the active deliverable contract
• run the matching evaluator
• always write a report

It should not mutate the deliverable itself.

Acceptance

• report exists
• report contains - Status: PASS or - Status: FAIL
• PASS only when the active deliverable satisfies its minimum section / artifact contract
• research-brief additionally requires valid core-set pointers and the configured score threshold
• paper-review additionally requires the configured score threshold and all critical rubric dimensions
• idea-brainstorm additionally requires traceable anchors, actionable lead directions, and the configured score threshold
• evidence-review additionally requires clause-linked screening, complete extraction rows, synthesis pointers, and the configured score threshold

Non-goals

• rewriting the deliverable
• choosing upstream fixes beyond pointing to the missing contract items