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 magnus919/agent-skills --skill operational-designgit clone --depth 1 https://github.com/magnus919/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/magnus919/agent-skills/operational-design)<a href="https://agentmods.dev/skills/magnus919/agent-skills/operational-design"><img src="https://agentmods.dev/badge/skills/magnus919/agent-skills/operational-design/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/magnus919/agent-skills/operational-design"><img src="https://agentmods.dev/badge/skills/magnus919/agent-skills/operational-design.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 | $0.00141 | $0.01138 |
| Opus 5 | $0.00071 | $0.00569 |
| Sonnet 5 | $0.00028 | $0.00228 |
| Haiku 4.5 | $0.00014 | $0.00114 |
Grade A, and why
operational-design 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 7d 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.
This is a copy
89% identical to operational-design — 35 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 84 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Operational Design
COO methodology for designing and scaling operations, managing compliance, selecting and managing vendors, and measuring operational health. These frameworks help a COO build the systems and processes that enable the organization to execute reliably at scale.
Domain Model
| Domain | Covers | Artifact |
|---|---|---|
| Process Design | Value stream mapping, BPMN, bottleneck analysis, workflow optimization | Process maps, VSM current/future state |
| Scaling Frameworks | 10-to-100-to-1000 transitions, organizational design, delegation patterns | Scaling plan, org design |
| Operational Metrics | KPI design, balanced scorecard, leading vs lagging indicators | Operations dashboard |
| Compliance & Audit | SOC 2, ISO 27001, GDPR readiness, audit preparation | Compliance roadmap, control matrix |
| Vendor Management | RFP process, SLA design, vendor scorecards, relationship tiers | Vendor management framework |
| Organizational Patterns | Team topologies, Conway's Law, Dunbar's number, span of control | Team design, communication model |
When to Load
Load this skill when the task involves:
- Mapping and optimizing a business process (value stream, BPMN)
- Planning organizational scaling through growth phases
- Designing operational KPIs and a balanced scorecard
- Preparing for SOC 2, ISO 27001, or GDPR compliance
- Running an RFP or vendor selection process
- Designing SLAs and vendor scorecards
- Restructuring teams using team topologies
- Analyzing bottlenecks and throughput constraints
- Designing delegation and span-of-control models
Loading Order
skill_view('operational-design') # This — methodology index
skill_view('strategy-frameworks') # Shared decision frameworks
skill_view('artifact-pyramids') # Output contract
skill_view('operational-design', file_path='references/process-design.md')
skill_view('operational-design', file_path='references/scaling-frameworks.md')
skill_view('operational-design', file_path='references/operational-metrics.md')
skill_view('operational-design', file_path='references/compliance.md')
skill_view('operational-design', file_path='references/vendor-management.md')
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.
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.
- 7d ago First seen · 84 lines · 141 tokens per session scan A f96f70fe2da2
operational-design is a skill published in the GitHub repository magnus919/agent-skills (76 stars, last pushed today), licensed MIT. It adds 141 tokens to every session and 1,138 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. It is 89% identical to operational-design, differing in 35 lines, and is treated as a copy.
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