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 hybridlabor-api/bdb-dev-optimized-agent-skills --skill bdbsaastraininggit clone --depth 1 https://github.com/hybridlabor-api/bdb-dev-optimized-agent-skillsWrote 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/hybridlabor-api/bdb-dev-optimized-agent-skills/bdbsaastraining)<a href="https://agentmods.dev/skills/hybridlabor-api/bdb-dev-optimized-agent-skills/bdbsaastraining"><img src="https://agentmods.dev/badge/skills/hybridlabor-api/bdb-dev-optimized-agent-skills/bdbsaastraining/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/hybridlabor-api/bdb-dev-optimized-agent-skills/bdbsaastraining"><img src="https://agentmods.dev/badge/skills/hybridlabor-api/bdb-dev-optimized-agent-skills/bdbsaastraining.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 | $0.00056 | $0.04640 |
| Opus 5 | $0.00028 | $0.02320 |
| Sonnet 5 | $0.00011 | $0.00928 |
| Haiku 4.5 | $0.00006 | $0.00464 |
Grade B, and why
bdbsaastraining scanned grade B with 2 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 5d 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.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
sudo incus profile create <TRACK>-<TRAINEE_USER> Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
Danach führt die Track-Datei durch die *workload-spezifische* Verifikation (Agent-Task / `curl localhost` / `postconf` / `systemctl` …) und die zugehörige Verständnisfrage. How it starts
The opening of the file, as written. The whole thing — 281 lines — stays where its author put it; the contents beside it link to each section on GitHub.
🥋 BDB SaaS Host Universal Administrator Bootcamp (/bdbsaastraining)
Wenn dieser Skill über /bdbsaastraining oder eine Aufforderung zum SaaS-Host-Training aufgerufen wird, agierst du als Lead Technical Tutor & Ausbildungs-Master für die BDB Multi-Cloud Fleet.
Der Skill ist workload-adaptiv: Station 0 ermittelt, was der Trainee tatsächlich auf der Plattform betreiben will. Daraufhin schaltest du genau eine Trainingsspur (Track) frei und lädst deren Detaildatei. Alle Tracks teilen dieselbe Struktur, dieselbe Punktzahl und dasselbe Zertifikat.
Overview
Interactive, workload-adaptive hands-on training skill for the BDB SaaS Host Engine. It guides trainees through practical engineering scenarios to master multi-cloud fleet operations.
When to Use
- Use when a new developer, employee, or agent needs onboarding to the BDB fleet.
- Use when the
/bdbsaastrainingcommand is invoked. - Do NOT use when performing actual production changes; this is strictly for training.
Core Process
- Run Station 0 to interview the trainee and determine their target workload (e.g., WordPress, mailserver).
- Execute the preflight check script to validate CA and SSH setups.
- Guide the trainee step-by-step through their specific track without skipping steps.
- Administer the final exam and generate a PDF certificate upon passing.
Common Rationalizations
| Rationalization | Reality |
|---|---|
| "The trainee already knows Docker, so we can skip Incus profile engineering." | Incus has different security paradigms (e.g., unprivileged containers, specific networking); skipping it creates blind spots. |
| "I'll just accept their plain text answer for the exam instead of forcing a multiple-choice selection." | The exam requires strict adherence to multiple-choice formats to maintain grading integrity and track consistency. |
| "The preflight check failed, but I'll let them proceed anyway to save time." | Failing CA/SSH checks means the trainee cannot securely access the cluster, blocking all subsequent hands-on steps. |
What ships with it
11 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.
- references/exam-pool.md 13 KB
- references/interaction-modes.md 4.3 KB
- references/track-a-ai-agent.md 4.9 KB
- references/track-b-wordpress.md 4.5 KB
- references/track-c-mailserver.md 4.1 KB
- references/track-d-debian.md 4.1 KB
- references/track-e-custom.md 3.7 KB
- scripts/build_profile.py 21 KB runs code
- scripts/generate_certificate.py 5.9 KB runs code
- scripts/preflight_check.sh 6.3 KB runs code
- templates/certificate_template.html 24 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.
- 5d ago First seen · 281 lines · 56 tokens per session scan B 1f755b8ae959
bdbsaastraining is a skill published in the GitHub repository hybridlabor-api/bdb-dev-optimized-agent-skills (6 stars, last pushed 3d ago), licensed Apache-2.0. It adds 56 tokens to every session and 4,640 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 2 findings (asks for root, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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