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 frontsail-ai/aspicio --skill aspicio-inspect-dxfgit clone --depth 1 https://github.com/frontsail-ai/aspicioWrote 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/frontsail-ai/aspicio/aspicio-inspect-dxf)<a href="https://agentmods.dev/skills/frontsail-ai/aspicio/aspicio-inspect-dxf"><img src="https://agentmods.dev/badge/skills/frontsail-ai/aspicio/aspicio-inspect-dxf/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/frontsail-ai/aspicio/aspicio-inspect-dxf"><img src="https://agentmods.dev/badge/skills/frontsail-ai/aspicio/aspicio-inspect-dxf.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 | $0.00093 | $0.01111 |
| Opus 5 | $0.00046 | $0.00556 |
| Sonnet 5 | $0.00019 | $0.00222 |
| Haiku 4.5 | $0.00009 | $0.00111 |
Grade A, and why
aspicio-inspect-dxf 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 10d 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 — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Inspecting DXF drawings with Aspicio
You have two Aspicio MCP tools. Pick by the kind of question:
| Question kind | Tool | Why |
|---|---|---|
| Structural: "what layers / how many parts / what size / what units / is X present" | describe_dxf |
Exact JSON facts — never guess these from an image |
| Visual: "what does it look like / where is X / does it look right / show me" | render_dxf |
Returns a PNG you can actually look at |
| Both kinds in one request | describe_dxf first, then render_dxf |
Facts ground the visual read |
| The file is a PDF | describe_pdf / render_pdf |
Same two questions, PDF-shaped answers |
| You do not know the format | describe_doc / render_doc |
Detected from the bytes; the reply names it |
Both tools accept source as an http(s) URL, a local file path, or inline DXF text. Prefer passing the path/URL over inlining file contents.
Workflow
- Start with
describe_dxfunless the request is purely visual. It is cheap and grounds everything else. - Interpret the summary:
units— dimension labels ("mm", "in"); empty string means the drawing is unitless: report numbers without inventing a unit.size/bounds— overall extents in drawing units. "How big is this?" =size, stated withunits.layers[]— name, entity count, andcolor(the color actually drawn, not the layer table's claim). CAD convention: layer names encode meaning (WALLS, DOORS, CUT, ENGRAVE…).texts— every unique text string in the drawing (title blocks and dimension values included). Answer "what does it say / find the part number" from here directly — no render needed.entityTypes— counts per DXF type.unsupported— types the parser skipped. If non-empty, say so when completeness matters; the drawing may show less than the file contains.
- Render when the question is visual. Default width is fine for an overview; bump
width(up to 4000) when the user asks about small details. The image has a dark background — geometry is drawn in the layer colors from the summary, so you can name what you see by color. - Answer from evidence. Cite numbers from
describe_dxf, visual observations from the render. If asked something the tools cannot establish (e.g. tolerances, materials), say the DXF does not carry it.
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.
- 10d ago First seen · 65 lines · 93 tokens per session scan A 17f611b1eefb
aspicio-inspect-dxf is a skill published in the GitHub repository frontsail-ai/aspicio (4 stars, last pushed 4d ago), licensed MIT. It adds 93 tokens to every session and 1,111 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 2026-08-31.
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