aibot88 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
python3 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
python3 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
python3 scripts/simulate_scoring.py --narrative narratives/impact.md --json
Returns section scores and improvement suggestions.
Optimize Narrative
python3 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
python3 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
- Fetch latest opportunity brief + project metadata.
- Generate Excellence, Impact, Implementation narratives; store markdown.
- Run scoring simulation; iterate until ≥4.6 average.
- Produce budget tables + justification; verify EU cost eligibility.
- Validate claims; document Oracle references.
- 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.