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 kimimgo/viznoir --skill cfd-workflowgit clone --depth 1 https://github.com/kimimgo/viznoirWrote 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/kimimgo/viznoir/cfd-workflow)<a href="https://agentmods.dev/skills/kimimgo/viznoir/cfd-workflow"><img src="https://agentmods.dev/badge/skills/kimimgo/viznoir/cfd-workflow.svg" alt="Measured on agentmods" 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 | $0.00102 | $0.00446 |
| Opus 5 | $0.00051 | $0.00223 |
| Sonnet 5 | $0.00020 | $0.00089 |
| Haiku 4.5 | $0.00010 | $0.00045 |
Grade A, and why
cfd-workflow 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.
What it actually says
CFD Post-Processing Workflow
Standard Sequence
inspect_data→ identify velocity (U), pressure (p), turbulence (k, epsilon)cinematic_render(field="p", colormap="Cool to Warm")→ pressure overviewcinematic_render(field="U", colormap="Viridis")orsliceat mid-planestreamlines(vector_field="U")→ flow patterns, wake, recirculationplot_over_line→ pressure drop (inlet→outlet), velocity profilesextract_stats→ quantitative summary (min/max/mean)
Vocabulary → Tool Mapping
| Expert says | Tool | Params |
|---|---|---|
| wake, 후류 | streamlines | seed downstream of body |
| pressure drop, 압력강하 | plot_over_line | field="p", point1=inlet, point2=outlet |
| boundary layer, 경계층 | slice + plot_over_line | wall-normal direction |
| wall shear | cinematic_render | field="wallShearStress", colormap="Plasma" |
| recirculation, 재순환 | streamlines | seed in low-velocity region |
| turbulence | slice | field="k" or "nut", colormap="Turbo" |
Colormaps
- Pressure: Cool to Warm (diverging)
- Velocity: Viridis (sequential)
- Temperature: Inferno (thermal)
- Wall shear: Plasma (high contrast)
- Turbulence: Turbo (structure emphasis)
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 · 38 lines · 102 tokens per session scan A bbaa736e42f5
cfd-workflow is a skill published in the GitHub repository kimimgo/viznoir (17 stars, last pushed 4d ago), licensed MIT. It adds 102 tokens to every session and 446 once invoked, about $0.0005 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 2026-08-30.
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