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 grojof/ai-workspace-generator --skill aiws-sdd-audit-architecturegit clone --depth 1 https://github.com/grojof/ai-workspace-generatorWrote 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/grojof/ai-workspace-generator/aiws-sdd-audit-architecture)<a href="https://agentmods.dev/skills/grojof/ai-workspace-generator/aiws-sdd-audit-architecture"><img src="https://agentmods.dev/badge/skills/grojof/ai-workspace-generator/aiws-sdd-audit-architecture/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/grojof/ai-workspace-generator/aiws-sdd-audit-architecture"><img src="https://agentmods.dev/badge/skills/grojof/ai-workspace-generator/aiws-sdd-audit-architecture.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 | $0.00034 | $0.00277 |
| Opus 5.5 | $0.00014 | $0.00111 |
| Sonnet 5.5 | $0.00007 | $0.00055 |
| Haiku 4.5 | $0.00003 | $0.00028 |
Grade A, and why
aiws-sdd-audit-architecture 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 2mo 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
aiws-sdd-audit-architecture — architecture audit (LAYOUTS + CONV-STRUCT-*)
Verify the project layout matches the canonical layout for {profile, flags} and the structural
conventions. The full LAYOUTS.md map and TECH_STACK_* §layout sections are an external reference (supply your own; not bundled here).
Checks
- Layout matches
{profile, flags}(A-api-only / A-with-UI / B-static / B-bundled / B-react / B-node-server). - Profile A layering present (domain / application / infrastructure / interfaces) per CONV-STRUCT.
- §4.2 of the spec (File and folder layout) conforms to the chosen layout's minimums and code roots.
- UI apps scaffold
templates/+static/(A-with-UI) orindex.htmlentry (Profile B).
Output
A report mapping the actual tree to the canonical layout, flagging missing minimums or misplaced roots.
What ships with it
1 file 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.
- 2mo ago First seen · 23 lines · 34 tokens per session scan A 5eea46b0547e
aiws-sdd-audit-architecture is a skill published in the GitHub repository grojof/ai-workspace-generator (2 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 34 tokens to every session and 277 once invoked, about $0.0001 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 2026-08-31.
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