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review-proposal

Coordinate specialized AI agents through a 6-phase proposal review process.

Updated Feb 19, 2026
Search Tags:#compliance#agent coordination#procurement#proposal review#RFP analysis#federal contracting
One-click install
npx skills add https://github.com/lexicalninja/my-marketplace --skill review-proposal
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review-proposal
Source: https://github.com/lexicalninja/my-marketplace/tree/main/plugins/proposal-team-plugin/skills/review-proposal
Command: npx skills add https://github.com/lexicalninja/my-marketplace --skill review-proposal

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the complex process of reviewing federal procurement proposals by coordinating specialized AI agents through a structured, multi-phase workflow, ensuring comprehensive analysis and actionable feedback.

Core Features & Use Cases

  • Structured Workflow: Guides a panel of specialized agents through a 6-phase review process (Solicitation Ingestion, Requirements Alignment, Supplemental Material Ingestion, Section-by-Section Assessment, Reconciliation Debate, Consolidated Reporting).
  • Agent Coordination: Manages and directs the work of distinct reviewer agents (e.g., Growth Strategist, Solution Architect, SME, Compliance) based on their defined roles.
  • Consensus Building: Facilitates debate and reconciliation among agents to achieve unified scores and findings.
  • Deliverable Generation: Produces comprehensive reports, including solicitation summaries, agent assessments, reconciliation outcomes, and action trackers.
  • Use Case: A government contractor needs to ensure their proposal meets all solicitation requirements and is competitively positioned. This Skill automates the review process, identifying strengths, weaknesses, and areas for improvement before submission.

Quick Start

Use the review-proposal skill to analyze the solicitation documents in the 'solicitation/' directory and the proposal documents in the 'proposal/' directory.

Frequently Asked Questions about review-proposal

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I review federal procurement proposals for RFP compliance?▼

Reviewing federal procurement proposals for RFP compliance involves analyzing solicitation requirements against proposal sections. This process coordinates specialized agents through requirements alignment, section-by-section assessment, and reconciliation debates to produce consolidated reports with actionable feedback.

What is the best way to analyze RFP requirements for government contracting?▼

Analyzing RFP requirements for government contracting requires a structured 6-phase workflow: solicitation ingestion, requirements alignment, supplemental material ingestion, section-by-section assessment, reconciliation debate, and consolidated reporting. Specialized agent roles ensure comprehensive coverage and competitive positioning.

How do I set up proposal and solicitation directories for RFP analysis?▼

To set up proposal and solicitation directories for RFP analysis, place solicitation documents in a 'solicitation/' directory and proposal documents in a 'proposal/' directory. Structured input from these directories allows the review workflow to ingest and analyze requirements and content.

Can I use AI agents for section-by-section proposal assessment?▼

You can use AI agents for section-by-section proposal assessment by coordinating distinct reviewer roles like Growth Strategist, Solution Architect, SME, and Compliance. These agents analyze specific sections, identify strengths and weaknesses, and debate findings to achieve unified scores.

Does proposal review work for federal contracting compliance checks?▼

Proposal review works for federal contracting compliance checks by directing a Compliance agent to align proposal content with solicitation requirements. The phased workflow identifies areas needing improvement before submission, ensuring the proposal meets all federal procurement standards.

What are the limitations of automated RFP analysis for procurement reviews?▼

Limitations of automated RFP analysis for procurement reviews include the reliance on structured input from predefined solicitation and proposal directories. The system requires organized document ingestion and cannot process unstructured inputs outside the established 6-phase workflow boundaries.

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