Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ibm-self-serve-assets/building-blocks --skill tech-financial-mgmt-finopsgit clone --depth 1 https://github.com/ibm-self-serve-assets/building-blocksWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ibm-self-serve-assets/building-blocks/tech-financial-mgmt-finops)<a href="https://agentmods.dev/skills/ibm-self-serve-assets/building-blocks/tech-financial-mgmt-finops"><img src="https://agentmods.dev/badge/skills/ibm-self-serve-assets/building-blocks/tech-financial-mgmt-finops/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ibm-self-serve-assets/building-blocks/tech-financial-mgmt-finops"><img src="https://agentmods.dev/badge/skills/ibm-self-serve-assets/building-blocks/tech-financial-mgmt-finops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00052 | $0.04644 |
| Opus 5.5 | $0.00021 | $0.01858 |
| Sonnet 5.5 | $0.00010 | $0.00929 |
| Haiku 4.5 | $0.00005 | $0.00464 |
Grade A, and why
build-finops-turbonomic-demo scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 15d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 404 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Build IBM Cloudability + IBM Turbonomic Continuous FinOps Demo App
This comprehensive guide provides end-to-end technical blueprints, exact architectural patterns, IBM Carbon Design System (g100 Dark Theme) specifications, data schemas, API contracts, and component implementation guides required to scaffold and build the Continuous FinOps & Automated Cloud Cost Optimization React application.
1. Project Overview & Architecture
High-Level Value Proposition
- IBM Cloudability: Financial Intelligence (Cost allocation, ML forecasting, anomaly detection, TrueCost sharing, unit economics, executive showback).
- IBM Turbonomic: Resource Intelligence & Action (Performance-aware VM rightsizing, Kubernetes pod scaling, database sizing, off-hours workload parking, automated cloud actions).
- Combined Impact: Closed-Loop FinOps (
INFORM → OPTIMIZE → OPERATE → MEASURE) delivering reduced spend while guaranteeing application SLOs.
Technology Stack & Dependencies
- Core Framework: React 18+ / 19 with TypeScript (
"strict": true) - Build Engine: Vite
- Styling: Tailwind CSS with IBM Carbon g100 Dark Theme configuration
- Icons:
lucide-react - Charting Engine:
recharts(ResponsiveContainer, ComposedChart, Area, Line, Bar, Pie) - JSON Handling: Native JSON parsing with live schema validation
File & Directory Structure
src/
├── types/
│ └── index.ts # Full TypeScript interfaces (Config, Applications, Actions, Forecasts, Anomalies, TrueCost, APIs)
├── data/
│ └── defaultConfig.ts # Multi-cloud default scenario dataset ($2M/mo spend, Retail/Banking/Analytics apps)
├── services/
│ └── apiDocs.ts # IBM Cloudability v3 & Turbonomic v3 REST API explorer endpoints, payloads, and mock engines
├── components/
│ ├── MetricHighlights.tsx # Executive KPI banner (Monthly spend before/after, annualized savings, target status)
│ ├── CloudabilityAnalytics.tsx # Financial Intelligence (Inform phase: App budgets, variance, cost breakdowns)
│ ├── CloudabilityCapabilitiesHub.tsx # Advanced FinOps: ML Forecasts, Spending Anomalies, TrueCost Allocation, Unit Economics
│ ├── TurbonomicOptimizationEngine.tsx # Resource Intelligence & Action Execution (Optimize & Operate: VM, K8s, Storage, Parking)
│ ├── ClosedLoopFinOpsWorkflow.tsx # Step-by-step Interactive Closed-Loop Walkthrough (Inform -> Optimize -> Operate -> Measure)
│ ├── ApiInteractionHub.tsx # Interactive REST API Inspector with live cURL, Node.js (Axios), and Python generators
│ ├── BusinessValueHub.tsx # 4 Executive Value Pillars & Product Capability Comparison Matrix
│ └── EnvironmentConfigModal.tsx # JSON input file editor, live validator, JSON export/download, and environment binding
├── App.tsx # Top-level Carbon shell, tabs state router, global action execution reducer, KPI recalculations
├── index.css # Tailwind CSS base and Carbon g100 dark background styles
└── main.tsx # React root DOM mount
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 15d ago First seen · 404 lines · 52 tokens per session scan A 862649315191
build-finops-turbonomic-demo is a skill published in the GitHub repository ibm-self-serve-assets/building-blocks (28 stars, last pushed yesterday), licensed Apache-2.0. It adds 52 tokens to every session and 4,644 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-07.
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