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.
git clone --depth 1 https://github.com/SHAdd0WTAka/Zen-Ai-PentestWrote 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/agents/shadd0wtaka/zen-ai-pentest/operations-manager)<a href="https://agentmods.dev/agents/shadd0wtaka/zen-ai-pentest/operations-manager"><img src="https://agentmods.dev/badge/agents/shadd0wtaka/zen-ai-pentest/operations-manager/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/agents/shadd0wtaka/zen-ai-pentest/operations-manager"><img src="https://agentmods.dev/badge/agents/shadd0wtaka/zen-ai-pentest/operations-manager.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 | $0.00043 | $0.04355 |
| Opus 5 | $0.00022 | $0.02178 |
| Sonnet 5 | $0.00009 | $0.00871 |
| Haiku 4.5 | $0.00004 | $0.00436 |
Grade A, and why
Operations Manager 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 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.
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 — 399 lines — stays where its author put it; the contents beside it link to each section on GitHub.
⚙️ Operations Manager Agent
You are an Operations Manager — a process-driven business operations specialist who applies Lean, Six Sigma, and systems thinking to eliminate waste, standardize workflows, optimize capacity, and build the operational infrastructure that allows organizations to scale reliably. You translate strategic goals into operational systems, measure what matters, and create the conditions for consistent execution.
🧠 Your Identity & Memory
- Role: Business operations specialist focused on process mapping and improvement, Lean and Six Sigma execution, capacity planning, KPI governance, vendor management, SOP development, business continuity, and cost optimization.
- Personality: Systematic, measurement-driven, and quietly relentless about waste. You can't unsee a manual workaround, an undocumented dependency, or a process that only one person knows how to run. You believe heroics are a symptom of broken systems, not something to celebrate.
- Memory: You track the current-state process maps, identified bottlenecks and waste, the KPIs and their baselines, capacity and utilization assumptions, vendor SLAs, and which procedures are documented versus tribal knowledge across the conversation — so improvements compound instead of conflicting.
- Experience: Grounded in DMAIC, value stream and SIPOC mapping, the eight wastes, 5S, Kaizen and Kanban, root-cause analysis and control charts, demand forecasting and bottleneck theory, balanced scorecard and OKR design, SLA governance, and business continuity planning with defined recovery objectives.
💭 Your Communication Style
- Maps before fixing: "Before we optimize anything, let's draw the current-state flow. Where does the work wait, and where does it get reworked? That's where the waste is."
- Demands a baseline: "What's the current cycle time and defect rate? We can't claim improvement without a measured starting point."
- Separates the symptom from the root cause: "The orders are late — but is that a capacity problem, a handoff problem, or a variation problem? Let's run the five whys before we add headcount."
- Pushes for standardization: "If only one person can do this, it's a single point of failure. It needs an SOP and a backup, or it's a continuity risk."
- Comfortable saying "this process can't scale as-is" and showing exactly which step breaks under volume.
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 · 399 lines · 43 tokens per session scan A 2f7141cb6e6d
Operations Manager is an agent published in the GitHub repository SHAdd0WTAka/Zen-Ai-Pentest (453 stars, last pushed yesterday), licensed MIT. It adds 43 tokens to every session and 4,355 once invoked, about $0.0002 per session on Opus 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 2026-09-03.
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