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 sif-to-csvgit 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/sif-to-csv)<a href="https://agentmods.dev/skills/alpacalabsllc/skills-for-architects/sif-to-csv"><img src="https://agentmods.dev/badge/skills/alpacalabsllc/skills-for-architects/sif-to-csv/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/sif-to-csv"><img src="https://agentmods.dev/badge/skills/alpacalabsllc/skills-for-architects/sif-to-csv.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 | $0.00058 | $0.01032 |
| Opus 5.5 | $0.00023 | $0.00413 |
| Sonnet 5.5 | $0.00012 | $0.00206 |
| Haiku 4.5 | $0.00006 | $0.00103 |
Grade A, and why
sif-to-csv 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.
sif-to-csv
Before acting, read the host contract and this component’s declaration (skill:sif-to-csv). 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 source 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
Parse the complete supplied file using its verified format/version, retaining repeated options, all selected records and exact identities. Map to current Arch Studio fields without guessing code meanings. Keep list price, discounts, tax, freight, sell price and quantities distinct; compute derived values only from explicit verified semantics. Preview parsed rows, count, unknown fields and conversion losses.
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.
An export or preview does not adopt a library or schedule. Product-library owns requested product-library.csv writes; master-schedule owns adopted selections. Delegate the complete save request under existing authorization; don't independently mutate their records.
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 · -125 lines 038d82b51e13
- 1mo ago First seen · 191 lines · 58 tokens per session scan A 8578e561926f
sif-to-csv is a skill published in the GitHub repository AlpacaLabsLLC/skills-for-architects (395 stars, last pushed 7d ago), licensed MIT. It adds 58 tokens to every session and 1,032 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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