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 AlpacaLabsLLC/skills-for-architects --skill csv-to-sifgit clone --depth 1 https://github.com/AlpacaLabsLLC/skills-for-architectsWrote 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/alpacalabsllc/skills-for-architects/csv-to-sif)<a href="https://agentmods.dev/skills/alpacalabsllc/skills-for-architects/csv-to-sif"><img src="https://agentmods.dev/badge/skills/alpacalabsllc/skills-for-architects/csv-to-sif/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/alpacalabsllc/skills-for-architects/csv-to-sif"><img src="https://agentmods.dev/badge/skills/alpacalabsllc/skills-for-architects/csv-to-sif.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00038 | $0.01023 |
| Opus 5.5 | $0.00015 | $0.00409 |
| Sonnet 5.5 | $0.00008 | $0.00205 |
| Haiku 4.5 | $0.00004 | $0.00102 |
Grade A, and why
csv-to-sif 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 1mo 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 — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.
csv-to-sif
Before acting, read the host contract and this component’s declaration (skill:csv-to-sif). Load only applicable modes from the shared catalog; declarations do not grant access or permission. Use the actual host’s delivery route.
Select the conversion scope
Use the supplied file/rows and actual target system/version. Read the Arch Studio mapping contract, product schema and CSV conventions and relevant original vendor specification. Source documentation must be retrieved or authorized supplied evidence; the plugin carries no field dictionary, manufacturer-code table or assumption that named vendor systems share one format.
Resolve encoding, record boundaries, repeated option/attribute pairs, quantity, prices and currency from that version. Preserve unknown fields and original values in task evidence. Do not expand manufacturer codes or choose alternative field names from memory. Ask only for missing facts that materially affect the conversion.
Map, preview and verify
Read the selected CSV with proper quoting and the current Arch Studio schema. Map explicit product identities, quantities and source fields to the verified target format. Do not substitute another product, infer quantity from prose or silently drop unsupported values. Preview the intended field mapping, selected record count, destination and losses before writing when user choices remain unresolved. Generate all accepted records with the verified encoding/escaping and line endings.
Validate record membership, field mapping, required values and actual encoded output. Reopen it and compare to accepted inputs; test the actual importer only when available and authorized. Unsupported target behavior stays unverified, never an assumed compatibility claim. Return the requested converted file and concise unresolved/loss report.
What ships with it
2 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.
- 1mo ago Changed · -217 lines 278d1e977a4e
- 1mo ago First seen · 283 lines · 38 tokens per session scan A d7f910d40922
csv-to-sif is a skill published in the GitHub repository AlpacaLabsLLC/skills-for-architects (395 stars, last pushed 7d ago), licensed MIT. It adds 38 tokens to every session and 1,023 once invoked, about $0.0002 per session on Opus 5.5. 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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