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 automated-resource-mgmt-turbonomicgit 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/automated-resource-mgmt-turbonomic)<a href="https://agentmods.dev/skills/ibm-self-serve-assets/building-blocks/automated-resource-mgmt-turbonomic"><img src="https://agentmods.dev/badge/skills/ibm-self-serve-assets/building-blocks/automated-resource-mgmt-turbonomic/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/automated-resource-mgmt-turbonomic"><img src="https://agentmods.dev/badge/skills/ibm-self-serve-assets/building-blocks/automated-resource-mgmt-turbonomic.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Rogue Agent · line 152 Skill modifies its own code, configuration, or behavior at runtime. Self-modification enables an agent to escalate privileges, disable safety constraints, or install persistent backdoors.Fix: Prevent the skill from modifying its own code, SKILL.md, or configuration files. Treat skill files as read-only at runtime.
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 | $0.00038 | $0.01412 |
| Opus 5.5 | $0.00015 | $0.00565 |
| Sonnet 5.5 | $0.00008 | $0.00282 |
| Haiku 4.5 | $0.00004 | $0.00141 |
Grade A, and why
automated-resource-mgmt-turbonomic 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 2mo 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 — 220 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Skills Documentation
This directory contains reusable skills for the Turbonomic Resource Dashboard project. Each skill is a specialized workflow that Bob can activate to help with specific development tasks.
Available Skills
1. Frontend Development
Folder: frontend-development/
Activation: Bob automatically activates when working on React components, UI design, or frontend code.
Use for:
- Building React components
- Implementing Carbon Design System
- Styling and layout
- Frontend performance optimization
- Writing user-facing content
Files:
SKILL.md- Main skill instructionsdetailed-reference.md- Comprehensive examples and patternstroubleshooting.md- Common issues and solutions
2. Backend Development
Folder: backend-development/
Activation: Bob automatically activates when working on APIs, server code, or backend services.
Use for:
- Creating API endpoints
- Integrating with Turbonomic API
- Implementing authentication and security
- Backend performance optimization
- Error handling
Files:
SKILL.md- Main skill instructionsdetailed-reference.md- Complete implementation examples
3. DevOps & Deployment
Folder: devops-deployment/
Activation: Bob automatically activates when working on Docker, Kubernetes, or deployment tasks.
Use for:
- Building Docker images
- Creating Kubernetes/OpenShift manifests
- Writing Ansible playbooks
- Setting up CI/CD pipelines
- Production deployment
Files:
SKILL.md- Main skill instructionsdetailed-reference.md- Complete deployment configurations
4. Testing
Folder: testing/
Activation: Bob automatically activates when writing tests or setting up testing infrastructure.
Use for:
- Writing unit tests
- Creating integration tests
- Setting up E2E tests with Cypress
- Configuring test coverage
- Test-driven development
Files:
SKILL.md- Main skill instructions
How Skills Work
What ships with it
8 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- backend-development/detailed-reference.md 13 KB
- backend-development/SKILL.md 7.5 KB
- devops-deployment/detailed-reference.md 14 KB
- devops-deployment/SKILL.md 8.8 KB
- frontend-development/detailed-reference.md 13 KB
- frontend-development/SKILL.md 4.7 KB
- frontend-development/troubleshooting.md 4.0 KB
- testing/SKILL.md 10 KB
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.
- 2mo ago First seen · 220 lines · 38 tokens per session scan A c96f9772a084
automated-resource-mgmt-turbonomic 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 38 tokens to every session and 1,412 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 2026-08-30.
automated-resource-mgmt-turbonomic compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| automated-resource-mgmt-turbonomicibm-self-serve-assets/building-blocks | Skill | 28 | yesterday | Apache-2.0 | A | 38 | Claude Code, Codex |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |