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AI Skill
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Product Showcase
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ITI Knowledge System
- Chapter 1: Introduction
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- Chapter 2: Workspace Overview
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AI Agent
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User Guide
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Requirements
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ScubaGPT
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Grateful Dead Chatbot
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Farmers Bounty
- 01 current state analysis
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- ADMIN-SHORTCODES.html Update Summary
- Atlanta Gardening
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- Farmers Bounty - Quick Start Guide
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- Farmers Bounty Desktop User Guide
- Farmers Bounty Plugin - Gardener's Review Guide
- Farmers Bounty Plugin v6.6.0 - Release Notes
- Farmers Bounty v2.0 - Complete User Guide
- Farmers Bounty v5.3.0 - Complete User Guide
- Glossary
- Integrated Pest Management (IPM) Specialist
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Technical Document
- Accessibility Design
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- AppSec Engineer — IAM Security Specialist
- Chapter 22: Safety & Guardrails
- Chapter 26: Security Standards
- Civic Tech Privacy Architecture
- ClaimReview Schema Integration
- Claims Evidence Registry
- Code Review
- IT Influentials Express Agents Product Showcase
- Java Development
- MCP Client for Tauri
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- Nginx Reverse Proxy
- Pinecone Embedding Management
- PostgreSQL Administration
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- Retirement Calculator Engine
- Roadmap Build Planning
- Schema Markup Generation
- ScubaGPT — Architecture
- ScubaGPT Safety Guardrails - Quick Reference
- Session Context Protocol
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- Tavily API Quick Reference - Factchecker Plugin
- Tech Debt Analysis
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Answer Engine Optimizer
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SEO Optimizer
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Travel Planner
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Fact Checker
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Estate Manager
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ITI Operations
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- Antigravity Browser QA
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- Apple Human Interface Design System
- AppSec Engineer — API Security Specialist
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- Chapter 32: Builder's Portfolio
- CloudKit + Tauri Debugging
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- End-User Documentation Requirements Document
- Farmers Bounty Plugin - Gardener's Review Guide
- Generative Engine Optimization
- Guided Content Journeys
- Influencer Marketing
- Infrastructure Upgrades
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- IT Influentials Agent POC Product Showcase
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ITI Marketing
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Patriot University
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Personal Assistant
Business Proposal Evaluation
name: business-proposal-evaluation
description: Evaluate business proposals through structured executive rubrics covering financial viability, strategic alignment, operational feasibility, legal/compliance risk, and organizational readiness. Multi-perspective scoring with weighted criteria. Use when scoring business proposals, running structured executive reviews, assessing strategic investments, or building evaluation frameworks for recurring proposal intake.
Business Proposal Evaluation
Instructions
Evaluate business proposals systematically through eight executive perspectives with weighted scoring to produce actionable recommendations.
Evaluation Dimensions
Score each dimension on a 1-5 scale (1 = critical gaps, 5 = exceptional):
| Dimension | Weight | Key Questions |
|---|---|---|
| Strategic Alignment | 20% | Does this advance top-3 strategic priorities? Is timing right? |
| Financial Viability | 20% | Is the business case sound? ROI realistic? Payback period acceptable? |
| Market Validation | 15% | Is there customer evidence? Competitive differentiation? Market timing? |
| Operational Feasibility | 15% | Can we execute? Do we have skills, tools, capacity? |
| Organizational Readiness | 10% | Is the team ready? Change management planned? Culture fit? |
| Technical Feasibility | 10% | Architecture fit? Security implications? Tech debt trade-offs? |
| Legal/Compliance Risk | 5% | Regulatory exposure? IP concerns? Contract implications? |
| Governance Quality | 5% | Clear ownership? Defined milestones? Kill criteria? |
Scoring Protocol
- Read the proposal completely before scoring any dimension
- Score each dimension independently — avoid halo effects from strong dimensions
- Cite specific evidence from the proposal for each score
- Flag missing information — score based on what’s present; note what’s absent
- Calculate weighted total: Multiply each score by weight, sum for composite score
Composite Score Interpretation
| Score Range | Recommendation | Action |
|---|---|---|
| 4.0 – 5.0 | Strong Approve | Proceed with standard governance |
| 3.0 – 3.9 | Conditional Approve | Address specific gaps before proceeding |
| 2.0 – 2.9 | Revise and Resubmit | Material gaps require rework |
| 1.0 – 1.9 | Do Not Proceed | Fundamental issues; redirect resources |
Multi-Perspective Synthesis
After individual dimension scoring, synthesize through these executive lenses:
- CEO lens: Does this move the needle on what matters most right now?
- CFO lens: Are the numbers defensible under stress? What’s the cash flow impact?
- COO lens: Can we actually deliver this without breaking what’s working?
- CMO lens: Is there real market pull, or are we pushing a solution?
- CTO lens: Does this strengthen or weaken our technical foundation?
- CHRO lens: Do we have the people? Will this cause burnout or attrition?
- GC lens: What’s the worst-case legal/regulatory exposure?
- Board lens: Would an independent advisor support this with their own money?
Red Flags (Auto-Downgrade)
Any of these reduce the composite score by 0.5 points:
- No customer evidence cited
- No alternatives or options analysis
- Revenue projections without stated assumptions
- No risk mitigation plan
- No kill criteria or exit conditions
- Undefined ownership or accountability
- Timeline without resource allocation
Inputs Required
- Proposal document: The full business proposal or summary
- Strategic context: Current company priorities, recent board decisions, active initiatives
- Financial context: Budget availability, current commitments, financial constraints
- Evaluation purpose: Investment decision, resource allocation, strategic planning, or portfolio review
- Custom weights (optional): Override default dimension weights for specific contexts
Output Format
- Executive Summary: 2-3 sentence assessment with composite score and recommendation
- Dimension Scorecard: Table with dimension, score, weight, weighted score, and evidence/rationale
- Multi-Perspective Synthesis: Key observations from each executive lens (2-3 sentences each)
- Red Flags: List of auto-downgrade triggers found
- Diligence Gaps: Missing information that would change the assessment
- Recommendation: Approve / Conditional Approve / Revise / Do Not Proceed — with specific conditions or required revisions
- Decision Questions: 5-7 questions the proposal must answer before final approval
Anti-Patterns
- Score inflation: Giving 4s and 5s without specific evidence — require citations for any score above 3
- Single-lens evaluation: Evaluating only through financial or strategic lens — all eight dimensions matter
- Ignoring what’s missing: Scoring only on what’s presented rather than flagging critical omissions
- Anchoring to the ask: Letting the proposal’s framing constrain the evaluation — challenge framing assumptions
- Rubber-stamping: Using the framework to justify a predetermined conclusion — score before forming opinion
- Perfectionism: Requiring 5.0 scores to proceed — most strong proposals score 3.5-4.5
