Skill · Operations

Recommendation Consolidation

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Business purpose

Consolidate specialist outputs into an understandable business recommendation with evidence chain for human decision

Owning department

Operations

Executing agent

ABIR CORE

Triggers when

All specialist work for an opportunity reaches completion

Replaces / accelerates

Manual synthesis of analyst outputs

The human's role

Approve, reject, or request changes on the recommendation

Autonomy

Review required

This skill prepares results that a human must approve or reject.

Component skills

SynthesisEvidence Linking

Written SOP — 3 steps

Synthesize

Merge specialist outputs into a single recommendation with reconciled economics.

Operations KPI Model

Link evidence

Link every claim to the run, artifact and evidence that produced it.

Present for review

Present the recommendation with approve/reject/request-changes options.

Required tools and integrations

CRMOperations KPI Model

Required knowledge

Operations KPI Model

Analytics

Recent runs using this skill — 1

Present recommendation for review · RUN-20260808-1048

Aug 8, 06:18 AM · 1.8s · 95% conf · review pending

Recommendation presented for human approval — Zhenhua Polymer Works 67,760 (EXW Shenzhen), 17.4% margin.

Related artifacts

Recommendation Consolidation output — Present recommendation for reviewevidence

CORE recommendation: approve quote QTE-2026-031 ($642,500, 11.2% margin). Evidence: landed cost $517k, margin scenarios, compliance clear.

SKILL.md preview

# Recommendation Consolidation

ABIR CORE assembles quotes, landed costs, margins, risk findings and terms into a single recommendation, links every claim to evidence, and presents it for human review...