miles-knowbl

proposal-builder

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# Install this skill:
npx skills add miles-knowbl/orchestrator --skill "proposal-builder"

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# Description

Generate polished proposal documents from cultivated context and priorities. Transform insights, patterns, and ranked opportunities into compelling narratives with clear value propositions, scope definitions, pricing strategies, and calls to action. The final output skill of the proposal loop.

# SKILL.md


name: proposal-builder
description: "Generate polished proposal documents from cultivated context and priorities. Transform insights, patterns, and ranked opportunities into compelling narratives with clear value propositions, scope definitions, pricing strategies, and calls to action. The final output skill of the proposal loop."
phase: COMPLETE
category: specialized
version: "2.0.0"
depends_on: ["priority-matrix"]
tags: [planning, proposal, documentation, persuasion, sales]


Proposal Builder

Generate polished proposal documents from cultivated context and priorities.

When to Use

  • Priorities are established and ranked -- PRIORITIES.md and MATRIX.md exist with scored options
  • Context is fully cultivated -- CULTIVATED-CONTEXT.md and PATTERNS.md provide deep insight
  • Client-ready document needed -- Stakeholders expect a professional, formatted proposal
  • Engagement scoping complete -- Scope, timeline, and investment parameters are understood
  • Competitive situation -- Need to differentiate against alternatives with a compelling narrative
  • When you say: "create the proposal", "generate the document", "write this up", "build the proposal"

Reference Requirements

MUST read before applying this skill:

Reference Why Required
CULTIVATED-CONTEXT.md Synthesized insights, themes, and evidence to support claims
PRIORITIES.md Ranked priorities determine what to emphasize and propose
MATRIX.md Scoring rationale informs value proposition framing
PATTERNS.md Identified patterns shape the problem statement narrative

Read if applicable:

Reference When Needed
GAPS.md When gaps inform risk mitigation or phased approach
RAW-CONTEXT.md When specific quotes or data points are needed
CONTEXT-SOURCES.md When citing sources strengthens credibility
brand-guidelines.md When client or firm brand standards apply

Verification: Every claim in the proposal must trace to evidence in CULTIVATED-CONTEXT.md or PATTERNS.md. No unsupported assertions.

Required Deliverables

Deliverable Location Condition
PROPOSAL.md Project root Always
PROPOSAL-BRIEF.md Project root When Brief template selected
PROPOSAL-TECHNICAL.md Project root When Technical template selected

Core Concept

Proposal Builder answers: "How do we present this opportunity in a way that compels action?"

A great proposal is:
- Evidence-based -- Every claim traces to cultivated context, not conjecture
- Value-centric -- Frames everything around outcomes and ROI, not activities
- Structurally sound -- Follows a persuasive arc from problem to solution to action
- Appropriately scoped -- Clear boundaries prevent scope creep and set expectations
- Actionable -- Ends with a specific, low-friction next step

A proposal is NOT:
- A requirements document (that is upstream context)
- A project plan (that follows after acceptance)
- A technical specification (that is spec)
- A contract or legal agreement (that requires legal review)
- A generic brochure (proposals are tailored to the specific engagement)

The Proposal Building Process

┌─────────────────────────────────────────────────────────────────┐
│                    PROPOSAL BUILDING PROCESS                     │
│                                                                  │
│  1. INPUT REVIEW                                                 │
│     └──> Absorb cultivated context, priorities, and patterns     │
│                                                                  │
│  2. TEMPLATE SELECTION                                           │
│     └──> Choose Standard, Brief, or Technical template           │
│                                                                  │
│  3. VALUE PROPOSITION DESIGN                                     │
│     └──> Define the core value story and differentiation         │
│                                                                  │
│  4. EXECUTIVE SUMMARY                                            │
│     └──> Write the hook — the single most important section      │
│                                                                  │
│  5. PROBLEM-SOLUTION NARRATIVE                                   │
│     └──> Demonstrate understanding, then present the approach    │
│                                                                  │
│  6. SCOPE, TIMELINE & INVESTMENT                                 │
│     └──> Define boundaries, phases, and pricing                  │
│                                                                  │
│  7. CREDIBILITY & CALL TO ACTION                                 │
│     └──> Build trust and make the next step obvious              │
│                                                                  │
│  8. REVIEW & POLISH                                              │
│     └──> Evidence audit, tone check, formatting pass             │
└─────────────────────────────────────────────────────────────────┘

Step 1: Input Review

Before writing, fully absorb all upstream deliverables.

Input Extract
CULTIVATED-CONTEXT.md Key insights, themes, client language, pain points
PATTERNS.md Recurring issues, systemic problems, opportunity areas
PRIORITIES.md Top-ranked items to feature prominently
MATRIX.md Scoring rationale for prioritization framing
GAPS.md Areas of uncertainty that may need phased discovery

Input Review Checklist

- [ ] All upstream deliverables read in full
- [ ] Client's own language and terminology noted
- [ ] Top 3 pain points identified from cultivated context
- [ ] Top 3 priorities confirmed from PRIORITIES.md
- [ ] Key patterns documented for problem statement
- [ ] Decision-maker and audience identified
- [ ] Budget range or constraints understood (if available)

Audience Analysis

Factor Questions Impact on Proposal
Decision-maker Who signs off? What do they care about? Executive summary tone and emphasis
Evaluators Who reviews in detail? Technical? Business? Depth of technical vs business content
Champions Who is advocating internally? Language they can reuse internally
Blockers Who might object? What concerns? Preemptive objection handling

Step 2: Template Selection

Template Sections Length Best For
Standard All 9 sections 8-15 pages Full engagements, new client relationships
Brief Exec Summary + Scope + Investment + Next Steps 2-4 pages Follow-ups, small projects, existing relationships
Technical All sections + deep technical approach 10-20 pages Technical evaluators, complex implementations

Selection Criteria

  • Engagement value > $50K or new relationship --> Standard
  • Existing relationship + clear scope < $50K --> Brief
  • Technical evaluators are primary audience --> Technical
  • RFP response with format requirements --> Custom (adapt closest template)

Tone Calibration

Audience Tone Language
C-Suite Strategic, outcome-focused, concise ROI, growth, competitive advantage, risk mitigation
Directors / Managers Practical, process-oriented Efficiency, timeline, milestones, team impact
Technical Leads Precise, evidence-based, detailed Architecture, approach, standards, methodology
Mixed Layered — exec summary for leaders, appendices for detail Start broad, enable drill-down

Step 3: Value Proposition Design

The value proposition is the backbone of the entire proposal. Design it before writing.

Value Proposition Framework

Component Question Example
Target Who is this for? "For mid-market SaaS companies..."
Problem What pain do they have? "...struggling with customer churn above 8%..."
Solution What do we offer? "...we provide a data-driven retention program..."
Outcome What result do they get? "...that reduces churn by 30-50% within 6 months..."
Differentiator Why us over alternatives? "...using our proprietary engagement scoring model."

Value Proposition Statement

For [TARGET], who [PROBLEM/NEED],
our [SOLUTION/ENGAGEMENT] provides [KEY OUTCOME].

Unlike [ALTERNATIVE/STATUS QUO], our approach [DIFFERENTIATOR],
resulting in [QUANTIFIED BENEFIT] within [TIMEFRAME].

Differentiation Strategies

Strategy Description Evidence Required
Methodology Proprietary or proven process Case studies, documentation
Expertise Domain-specific knowledge Team bios, relevant experience
Results Track record of outcomes Metrics, testimonials
Speed Faster time to value Timeline comparison, accelerators
Risk reduction Lower risk than alternatives Guarantees, phased approach, pilots
Partnership Long-term relationship mindset Support model, knowledge transfer

Step 4: Executive Summary

The most important section. Many decision-makers read only this. Keep to 250-400 words.

Structure

Element Purpose Length
Opening hook Capture attention with a relevant insight 1-2 sentences
Problem acknowledgment Show you understand their situation 2-3 sentences
Solution overview What you propose at a high level 2-3 sentences
Key outcomes Quantified results they can expect 2-3 bullet points
Investment range Ballpark so they know the scale 1 sentence
Call to action What happens next 1 sentence

Anti-patterns

Anti-pattern Problem Fix
Starting with "We are..." Self-focused, not client-focused Start with their challenge
Vague outcomes "Improve efficiency" means nothing Quantify: "Reduce processing time by 40%"
Feature listing Reads like a brochure Frame features as outcomes
Too long Executives stop reading Keep under one page
No specifics Generic signals generic thinking Reference their context directly

Template

## Executive Summary

[INSIGHT or CHALLENGE relevant to their situation].

[COMPANY] faces [SPECIFIC CHALLENGE]. This manifests as [CONCRETE SYMPTOMS
from patterns analysis], impacting [BUSINESS METRIC].

We propose [HIGH-LEVEL SOLUTION] delivered across [NUMBER] phases over
[TIMEFRAME], directly addressing [TOP PRIORITY] while building the
foundation for [SECONDARY PRIORITIES].

**Expected outcomes:**
- [QUANTIFIED OUTCOME 1 tied to top priority]
- [QUANTIFIED OUTCOME 2 tied to secondary priority]
- [STRATEGIC OUTCOME tied to longer-term value]

Total investment: [RANGE]. First phase begins within [TIMEFRAME] of approval.
To proceed, [SPECIFIC NEXT STEP with date].

Step 5: Problem-Solution Narrative

The problem statement proves you understand; the solution shows you can deliver.

Problem Statement Principles

Principle Description
Use their language Mirror terminology from CULTIVATED-CONTEXT.md
Show systemic understanding Connect symptoms to root causes using PATTERNS.md
Quantify the cost of inaction What happens if they do nothing?
Validate, don't lecture Confirm their experience, not teach them
Cite evidence Every claim references cultivated context

Problem Structure

Write four subsections: Current Situation (their state in their language), Impact (quantified: revenue at risk, efficiency loss, competitive position, team impact), Root Causes (connect symptoms to underlying causes from PATTERNS.md), Cost of Inaction (what happens in 6-12 months if nothing changes).

Solution Presentation

Element Purpose
Approach overview High-level methodology -- how, not just what
Phase breakdown Logical progression that reduces risk
Key activities What happens in each phase
Deliverables per phase Tangible outputs at each checkpoint
Why this approach Connect to their specific root causes and risks

Step 6: Scope, Timeline, and Investment

Scope Definition

Category Include
In Scope Specific activities, deliverables, and responsibilities
Out of Scope Items explicitly excluded (3-5 common assumptions)
Assumptions Conditions that must hold for scope validity
Dependencies What you need from the client
Change Process How scope changes are requested and priced

Scope anti-patterns: Vague deliverables (name specific artifacts), no exclusions (everything is implicitly included), missing assumptions (disputes when conditions change), no change process (ad-hoc scope creep).

Timeline Design

Principle Description
Phase with checkpoints Never present a single monolithic timeline
Buffer realistically Add 15-20%; over-delivery beats under-delivery
Show dependencies What needs to happen before what
Include client milestones Reviews, approvals, input they must provide
Highlight early value Show when first tangible results appear

Format as a table: Phase | Duration | Key Milestone | Output. Include milestone detail with decision gates and a start date commitment.

Pricing Strategy

Strategy When to Use Format
Fixed price Well-defined scope, predictable work Total per phase
Time & materials Uncertain scope, discovery-heavy Rate card with range
Value-based Clear ROI, measurable outcomes Price anchored to value
Retainer Ongoing relationship, variable demand Monthly capacity fee
Phased with options Client wants flexibility, large scope Fixed Phase 1, options after

Investment Framing

Principle Why It Matters
Lead with value, not cost Anchor on outcomes before revealing price
Show ROI math Investment feels small relative to return
Offer tiers or phases Give client agency, reduce commitment anxiety
Separate one-time from ongoing Clarity on recurring vs single costs
Include what is in the price Prevent "is that extra?" questions

Pricing anti-patterns: Single lump sum (sticker shock), price without context (feels expensive in vacuum), hidden costs (erodes trust), no payment terms (uncertainty), eager discounting (signals inflated price -- offer scope adjustments instead).

Step 7: Credibility and Call to Action

Credibility Elements

Element Strength When to Use
Case studies High Similar industry or challenge exists
Metrics and results High Quantified outcomes available
Testimonials Medium-High Specific and recent
Team bios Medium Senior expertise is a differentiator
Client list Medium Recognizable brands in portfolio
Methodology description Medium Process rigor is valued

Format as: "Why [Firm Name]" with subsections for unique approach (benefits THEM, not why you are proud), relevant experience (Challenge > Approach > Result format), and team table (Role, Person, Experience).

Call to Action Principles

Principle Description
Single, specific action One clear thing to do next, not a menu
Low friction A meeting, not a signed contract
Time-bound Suggested date or response window
Named contact Who to reach out to, with full contact info
Forward momentum Frame as starting something, not a decision gate

CTA anti-patterns: "Let us know" (no urgency), multiple equal options (decision paralysis), contract as next step (too big a jump), no deadline (infinite delay is free), no contact info (friction to respond).

CTA Template

## Next Steps

1. **Schedule a review call** — [NAME] is available [DATE RANGE].
   Contact: [EMAIL] | [PHONE]
2. **Confirm scope alignment** — Refine details based on feedback.
3. **Begin Phase 1** — Within [NUMBER] business days of agreement.

This proposal is valid for [NUMBER] days from [DATE].

Step 8: Review and Polish

Evidence Audit

- [ ] Every claim traces to CULTIVATED-CONTEXT.md or PATTERNS.md
- [ ] No unsupported superlatives ("best", "leading", "unmatched")
- [ ] Quantified outcomes are realistic and defensible
- [ ] Client's own language used (not generic consulting jargon)
- [ ] All priorities from PRIORITIES.md addressed

Tone and Formatting Check

- [ ] Client-focused: "you/your" outnumber "we/our"
- [ ] Active voice throughout
- [ ] Jargon-free or jargon-explained for audience
- [ ] Executive summary fits one page
- [ ] All placeholder text replaced
- [ ] Dates, timeline, and investment figures consistent throughout
- [ ] Contact information complete and correct

Output Formats

Quick Format (Brief Template)

# Proposal: [Engagement Name]
**Prepared for:** [Client] | **Date:** [Date] | **By:** [Firm]

## Executive Summary
## Scope & Deliverables / Not Included
## Investment
## Next Steps

Full Format (Standard Template)

# Proposal: [Engagement Name]
**Prepared for:** [Client] | **Date:** [Date] | **Valid until:** [+30 days]

## Executive Summary
## Understanding Your Challenge (Situation, Impact, Root Causes, Cost of Inaction)
## Proposed Solution (Approach, Phase Overview, Why This Approach)
## Scope & Deliverables (Included, Excluded, Assumptions, Client Responsibilities)
## Timeline (Phases, Milestones, Dependencies)
## Investment (Value Context, Pricing, Terms, Inclusions, Add-ons)
## Why [Firm Name] (Differentiation, Experience, Team)
## Next Steps
## Appendix (Technical Detail, Bios, Case Studies, Terms)

Technical Format

Extends Standard with: Technical Assessment (current architecture, debt, performance), Expanded Solution (architecture, technology choices, integration, data model, security), Implementation Approach (methodology, per-phase activities and acceptance criteria), Quality Assurance (testing, benchmarks, security review), Expanded Appendix (diagrams, tech comparison, risk register, glossary).

Common Patterns

The Phased Engagement

Present a large engagement as smaller, independently valuable phases. Phase 1 is always low-risk discovery. Each subsequent phase builds on the prior.

Use when: Large scope, new client relationship, budget uncertainty, risk-averse buyer.

The Pilot-to-Scale

Propose a bounded pilot with clear success metrics. Define expansion criteria upfront so the path from pilot to full engagement is predefined, not renegotiated.

Use when: Skeptical stakeholders, unproven approach, competing against an incumbent.

The Options Menu

Present two to three tiers (Essential / Recommended / Comprehensive). Anchor on the recommended tier. Essential gives a fallback; comprehensive makes recommended feel reasonable.

Use when: Budget flexibility unknown, client values agency, need to accommodate different paths.

The Diagnostic First

Propose a paid diagnostic as a standalone engagement. The diagnostic produces a roadmap that becomes the basis for the implementation proposal.

Use when: Scope unclear, client needs to see thinking before committing, complex legacy environment.

Relationship to Other Skills

Skill Relationship
context-ingestion Provides raw source material consumed during proposal writing
context-cultivation Provides cultivated insights, themes, and evidence base
priority-matrix Provides ranked priorities that determine proposal emphasis
architect Technical proposals may reference architectural patterns
spec Scope definitions may evolve into specifications post-acceptance
document Proposal formatting aligns with documentation standards

Key Principles

Evidence over assertion. Every claim must trace to cultivated context. If you cannot cite evidence, remove the claim or flag it as an assumption.

Value over features. Clients buy outcomes, not activities. "Reduce churn by 30%" beats "Implement retention analytics platform."

Clarity over cleverness. Simple, direct language. A proposal that requires re-reading has failed.

Specificity over generality. Generic proposals signal generic thinking. Reference their company, challenges, and language.

Structure over length. A well-structured 5-page proposal outperforms a meandering 20-page one.

Action over information. Every section should move the reader toward yes. If it does not advance the decision, cut it or move it to an appendix.

References

  • references/proposal-templates.md: Full templates for Standard, Brief, and Technical proposals
  • references/value-proposition-guide.md: Crafting value propositions and differentiation
  • references/pricing-strategies.md: Pricing models, anchoring techniques, and ROI frameworks
  • references/executive-summary-examples.md: Annotated examples of strong executive summaries
  • references/scope-definition-guide.md: Patterns for clear scope with boundary management
  • references/persuasion-principles.md: Evidence-based principles for compelling business writing

# Supported AI Coding Agents

This skill is compatible with the SKILL.md standard and works with all major AI coding agents:

Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.