home / skills / pandaallin / ubos_final / financial-proposal-generator
This skill drafts EU grant narratives and budgets with verifiable evidence and scoring diagnostics to boost proposal quality and evaluator excellence.
npx playbooks add skill pandaallin/ubos_final --skill financial-proposal-generatorReview the files below or copy the command above to add this skill to your agents.
---
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
```bash
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
```bash
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
```bash
python3 scripts/simulate_scoring.py --narrative narratives/impact.md --json
```
Returns section scores and improvement suggestions.
### Optimize Narrative
```bash
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
```bash
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
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.*
This skill produces excellence-grade EU grant narratives, budget justifications, and evaluator scoring diagnostics designed to reach and sustain ≥4.6/5. It integrates verifiable evidence, EU cost compliance rules, and constitutional framing to feed grant assembly and client review workflows. Outputs include structured markdown narratives, EU-ready budget spreadsheets, validation logs, and prioritized rewrite recommendations.
The tool generates narrative sections (Excellence, Impact, Implementation) from project metadata and UBOS templates, embedding Oracle-validated citations for every quantitative claim. It assembles EU-compliant budgets with line-item justifications and runs eligibility checks. A scoring simulator models evaluator feedback, highlights score gaps, and produces targeted optimization steps and regenerated text snippets until target scores are met.
How does the skill ensure claims are verifiable?
Every quantitative claim is cross-checked with Oracle queries and logged; unresolved items are flagged for follow-up.
Can budgets be exported for review?
Yes. The tool outputs EU-compliant budget spreadsheets and a companion justification markdown file ready for reviewer consumption.
What triggers an optimization cycle?
A scoring simulation below the target (default ≥4.6) or explicit feedback files will trigger prioritized rewrite recommendations and regenerated snippets.