---

name: financial-proposal-generator description: | Produces excellence-grade EU grant narratives, budget justifications, and scoring diagnostics that consistently reach ≥4.6/5 (13.8/15 Horizon scale). Integrates constitutional AI framing, Oracle-validated evidence, and EU cost compliance to feed Grant Application Assembler and client review workflows. license: UBOS Constitutional License version: 1.0.0 author: Janus-in-Claude (Architect) + Codex (Forgemaster) created: 2025-10-30

FINANCIAL PROPOSAL GENERATOR

Purpose

Draft award-winning EU grant proposal sections (Excellence, Impact, Implementation) and accompanying budget narratives that pass evaluator scrutiny and align with UBOS constitutional principles.

When To Use

• During Grant Application Assembler Phase 2 (narratives) and Phase 3 (budgets)
• When evaluating scoring simulator feedback and preparing improvements
• For Malaga consultancy services that require rapid proposal turnarounds
• Whenever Captain requests a refreshed narrative with updated evidence

Core Capabilities

• Generate structured narratives using UBOS templates and Oracle-validated facts
• Assemble EU-compliant budgets with justifications and cost eligibility checks
• Simulate evaluator scoring and highlight improvement priorities
• Optimize narrative sections iteratively based on feedback or score gaps
• Validate quantitative claims, flagging unverifiable statements

How To Use

Generate Narrative Section

Copypython3 scripts/generate_narrative.py --assembly geodatacenter-phase-1 --section excellence --project "GeoDataCenter" --call "HORIZON-2025-GEOTHERMAL-01"

Creates narratives/excellence.md with metadata (word count, citations, estimated score).

Build Budget Justification

Copypython3 scripts/generate_budget.py --assembly geodatacenter-phase-1 --work-packages data/wp_config.json --total 50000000

Outputs budget/budget.xlsx + budget/justification.md.

Simulate Evaluator Score

Copypython3 scripts/simulate_scoring.py --narrative narratives/impact.md --json

Returns section scores and improvement suggestions.

Optimize Narrative

Copypython3 scripts/optimize_narrative.py --narrative narratives/impact.md --target-score 4.6 --feedback data/impact_feedback.json

Provides rewrite recommendations and regenerated text snippets.

Validate Claims

Copypython3 scripts/validate_claims.py --narrative narratives/impact.md --json

Lists all quantitative claims with suggested Oracle follow-up queries.

Integration Points

• Grant Application Assembler: consumes generated narratives and budget files.
• EU Grant Hunter: supplies opportunity metadata and deadlines.
• Monetization Strategist: reuses financial narratives for commercial proposals.
• COMMS_HUB: announces readiness of narrative/budget drafts to Trinity.

Constitutional Constraints

• Every quantitative claim must be verifiable (Oracle Trinity citations logged).
• Narratives must emphasize empowerment, transparency, and human oversight.
• Budget recommendations respect Treasury cascade allocations.
• All generated content avoids fabrication; uncertainties are explicitly marked.

File Locations

• Assemblies: /srv/janus/03_OPERATIONS/grant_assembly/<assembly_id>/
• Narratives: narratives/<section>.md
• Budgets: budget/budget.xlsx, budget/justification.md
• Scores & diagnostics: analysis/scoring_report.json
• Validation logs: /srv/janus/logs/grant_narrative_validation.jsonl

Operational Checklist

1. Fetch latest opportunity brief + project metadata.
2. Generate Excellence, Impact, Implementation narratives; store markdown.
3. Run scoring simulation; iterate until ≥4.6 average.
4. Produce budget tables + justification; verify EU cost eligibility.
5. Validate claims; document Oracle references.
6. Notify Grant Application Assembler and archive outputs.

Mission Readiness Criteria

• Narrative score ≥4.6/5 across all sections in scoring simulator.
• 100% claim validation coverage (no unresolved warnings).
• Budget files pass EU compliance checks (no ineligible costs).
• Turnaround time per section ≤2 hours (baseline) / ≤30 minutes (updates).

Financial Proposal Generator is the excellence engine of the UBOS forge—precision narratives, transparent evidence, and budgets ready for evaluators’ scrutiny.