A MECE library of best‑practice consulting prompts for Axum Proposal GPT—core drafts, compliance, evidence, budgets, staffing, QA, and anti‑hallucination guardrails.
🚧 Step 1: Video Walkthrough Upcoming
📍 Step 2: How to Use This Prompt Library (Universal Wrapper)
Use this universal wrapper with ANY prompt below, paste it at the end of your prompt to enforce Axum’s quality bar.
-- UNIVERSAL WRAPPER (copy/paste) --
- Voice & lens: Use Axum’s Afrocentric, systems‑thinking, pragmatic voice. Focus on a management consutling tone
- Do not invent facts. If uncertain, add a “Data Gaps” list with questions.
- Citations: For public facts, include inline bracketed citations [Source, Year] and a short References list.
- Compliance: Map each RFP requirement to the draft via a “Compliance Matrix.”
- Outputs: Return (a) the requested artifact, (b Any bulleted “Assumptions & Risks”
- Formatting: Use clear headings (H2/H3), tight bullets, tables where relevant.
- Math: Show a small “Calculation Audit Table” for totals; do not hide arithmetic.
- Stops: If required inputs are missing, STOP after listing gaps; ask before drafting.✅ Tip: Save the wrapper as a text snippet in your clipboard manager.
🚧 Note: No personal data in screenshots. Redact client names in examples unless already public.
📍 Step 3: Core Drafting Prompts (4 Essentials)
These are the standard, high‑leverage prompts you already use—kept here for completeness.
3.1 Full proposal draft
Draft a full Axum-standard proposal for [Client] in [Sector] in [Country], due on [YYYY-MM-DD].
Include: Executive Summary (150–250 words), Background, Objectives, Approach, Relevant Experience, Team, Budget.
Mirror the client’s section numbering if provided. Give me this material section by section and start with a bulleted storyline before you then move to a narrative format.
3.2 Outline‑only (10 pages)
Create only the outline of a 10-page proposal for [Client] on [Topic]. Use Axum’s proposal structure and note where data or inputs are missing; include a page budget per section. Start by first giving me the main storyline in bullet form before you then give me a full narrative3.3 Budget generation
Generate a budget table using Rate Card [A/B/C/D] for roles [list], headcount [per role], and days [per person].
Include: Subtotals, reimbursables (travel/logistics/per diem), VAT note, and a final TOTAL row.
Columns: Name | Role | Daily Rate (USD) | Number of Days | Total (USD).3.4 Relevant experience by objective
Generate the “Relevant Experience” section for a proposal to [Client]. Objectives: [list].
Under each objective, provide 3–5 examples of Axum’s past work with results and geography.
Flag any missing or non-public details.🚧 Note: If sector packs are missing, ask it to add “Assumptions” first.
📍 Step 4: Intake & Bid/No‑Bid
4.1 Seven‑tenets setup & gating
Confirm the seven inputs (client, sector, geography, opportunity type, due date, required sections/word counts, team). Then produce a one-page “Go/No‑Go” with criteria, scores (1–5), and rationale. Recommend Go/Conditional/No‑Go.4.2 Clarifying questions for client
Draft 12–18 crisp clarifying questions to the client covering problem framing, scope, deliverables, metrics, governance, data access, timetable, and budget envelope.📍 Step 5: Compliance & Structure
5.1 Compliance matrix from RFP
Extract all requirements from the RFP and produce a Compliance Matrix with columns:
# | RFP Requirement | Where Addressed (section/page) | Word/Page Limit | Status (Covered/Gap) | Owner | Evidence Needed5.2 Outline with page/word budget
Create a proposal outline with page/word allocations per section to fit a [page/word] cap. Ensure cumulative total ≤ cap; show a roll‑up table.
5.3 Client numbering & annex rules
Transform Axum’s template to mirror the client’s numbering and mandatory annexes; list any formatting traps (fonts, margins, portal quirks).📍 Step 6: Research & Evidence
6.1 Evidence plan (before drafting)
Produce an Evidence Plan: 5–10 facts we must substantiate, with proposed sources (Knowledge vs Web), recency needs, and responsible owner.6.2 Source pack & citation style
List 10 high‑credibility sources for [sector/country] (AfDB, World Bank, UNDP, AU, national stats).
Return proper in‑text citation format [Source, Year] and a compact References list.6.3 Fact‑checking sweep
Scan the draft and highlight any statement requiring a citation or verification. Propose a fix or a question to the PM for each.📍 Step 7: Approach & Solution Design
7.1 Optioneering and Key Questions (A/B/Hybrid)
Develop three approach options (A/B/Hybrid) with workstreams, methods, staffing level, risks, and trade‑offs.
Recommend one and explain why with 4–6 crisp reasons. List some key questions we can ask the client across each of these apporahces to clearly demonstrated relevance and knolwedge on the space/sector/issue.7.2 Systems map & leverage points
Describe the system (actors, incentives, bottlenecks) and identify 5–7 leverage points for impact, with African precedents where relevant.7.3 Theory of Change / Results chain
Draft a short Theory of Change linking inputs → activities → outputs → outcomes → impact; include assumptions and indicators.📍 Step 8: Team & Staffing
8.1 Role‑to‑responsibility mapping
Define roles, responsibilities, and time allocation for [list roles].
Return a table: Role | Key Responsibilities | FTE/Days | Named Staff (if known) | Skills coverage.
8.2 Bios & CV packaging
Create short bios (80–120 words) and long bios (250–300 words) for [names].
Add a 3‑bullet “Why this person” aligned to the client’s objectives.8.3 Capability coverage & gaps
Map required capabilities vs current team; flag gaps and propose partner/associate solutions.📍 Step 9: Budget & Commercials
9.1 Fee table (rate cards A–D)
Using Rate Card [A/B/C/D] and the following staffing plan [roles, headcount, days per person], generate the fee table.
Add reimbursables assumptions (travel/logistics/per diem), VAT note, and TOTAL.
Include a Calculation Audit Table and a CSV version under the table.9.2 Price scenarios & sensitivities
Create Option 1 (base), Option 2 (accelerated), Option 3 (lean) with fee totals and scope differences.
Run a ±10% days sensitivity and show impact on total.9.3 Commercial terms check
List commercial risks (payment terms, FX, tax/VAT, travel policy, data costs) and propose standard Axum clauses or clarifications.📍 Step 10: Relevant Experience & Credentials
10.1 Objective‑linked cases
For each client objective [list], provide 3–5 Axum cases with brief result metrics and region; only use shareable examples.
Flag missing citations or permissions.10.2 Credentials page
Create a one‑page credentials summary: sectors, geographies, flagship results, and differentiators; include logos only if permissioned.📍 Step 11: Workplan, Timeline & Gantt
11.1 Gantt‑like plan
Produce a 12‑to‑24‑week Gantt‑like table with workstreams, tasks, start/end weeks, dependencies, and milestones.
Highlight the critical path and client decision gates.
11.2 Resourcing overlay
Overlay staffing on the workplan showing role-by-week load to check feasibility.📍 Step 12: Differentiation, Win Themes & Value for Money
12.1 Win themes
Draft 3–5 win themes with proof points tailored to [Client], linking to objectives, local partners, and measurable outcomes.12.2 Competitor/incumbent analysis
Identify likely competitors/incumbents, their strengths, and counter‑positions.
Return a table: Rival | Likely Angle | Our Counter | Risk.12.3 Value‑for‑money articulation
Write a concise VFM case (price, quality, risk, sustainability) with 3 data points supporting each dimension.📍 Step 13: Risks, Assumptions & Dependencies
13.1 Risk register
Create a risk register with columns: Risk | Likelihood | Impact | Mitigation | Owner | Residual Risk.13.2 Assumptions & dependencies
List key assumptions and external dependencies; add what evidence would validate each.📍 Step 14: Graphics, Tables & Annexes
14.1 Annex map
List all mandatory and optional annexes with owners and due dates; include a packaging checklist for sign‑off.14.2 Org chart & RACI
Provide an ASCII org chart and a RACI matrix for major workstreams.📍 Step 15: QA, Quality Gate & Anti‑Hallucination
15.1 Run the Quality Gate
Audit the draft for structure, citations, numbers, voice, and compliance.
Return a punch‑list with severity (High/Med/Low) and owners.15.2 Red‑team critique
Critique this draft as a rival bidder would. Identify weak claims, missing evidence, and unclear value.
Propose concrete fixes.15.3 Hallucination & citation check
Scan for invented facts or misattributed experience. Mark any sentence that needs a source or deletion; propose a corrected sentence or a question.📍 Step 16: Client‑Tailoring & Localization (Afrocentric, Systems Lens)
16.1 Local context infusion
Add country‑specific institutional context, local coalition partners, and capacity pathways; prioritize African precedents.16.2 Policy & regulatory alignment
Map relevant national policies/programs we must align to; add citations and note any conflicting guidance to resolve.
16.3 Inclusive language & tone
Rewrite the Executive Summary to reflect respectful, locally grounded language and shared‑value framing.📍 Step 17: Variants & Options (Approach/Price Scenarios)
17.1 Approach variants
Create two alternative approaches (e.g., diagnostic‑heavy vs. implementation‑heavy), each with scope, staffing, timeline, risks, and cost implications.17.2 Pricing variants
Offer two pricing options (fixed‑fee vs. T&M cap) and clarify trade‑offs and client responsibilities required for each.📍 Step 18: Packaging & Submission
18.1 Cover letter
Draft a one‑page cover letter addressed to [Client Contact], summarizing win themes, team and roles of just the prtners and general roles for others but no names and expected results of the engagement; keep to 250–300 words.18.2 Portal/readiness checklist
Create a submission checklist: file naming, formats, signatures, portal fields, bandwidth test, and a T‑24/T‑12/T‑2 hour timeline.
✨ Quick Summary
- ✅ Use the Universal Wrapper with every prompt to enforce voice, citations, math audits, and stop‑on‑gaps.
- ✅ Start with Intake & Compliance before drafting.
- ✅ Build Evidence Plans and Compliance Matrices early.
- ✅ Generate Approach, Staffing, Budget, Experience, and Workplan in that order.
- ✅ Always run the Quality Gate, Red‑Team, and Hallucination Check before sharing.
🔗 What’s Next?
- How to Use Axum Proposal GPT to Draft Proposals Fast (4 Core Use Cases)
- Axum Proposal GPT — Limitations, Known Gaps & Watchouts (Read Before Drafting)
- Building Proposal Budgets with Rate Cards A–D
- Evidence & Citations: Trusted Sources and Formatting
Optional: Common Guardrails Snippets (Paste as needed)
Anti‑boilerplate
Avoid generic phrasing. Replace abstract adjectives with specific, verifiable claims. Show at least one concrete example per win theme.
Stop‑on‑uncertainty
If any requirement is unclear or input is missing, stop and ask 3–5 precise questions instead of guessingMath integrity
Show all fee totals in a Calculation Audit Table; ensure row sums = column totals; include a CSV underneath.Citations discipline
For every statistic or policy claim, include [Source, Year] inline and a short References list. Prefer AfDB, World Bank, UN, AU, and national stats.Compliance discipline
Keep a live Compliance Matrix; mark any unmet requirement as GAP with an owner and due date.