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-stylegit 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-style)<a href="https://agentmods.dev/skills/grojof/ai-workspace-generator/aiws-sdd-audit-style"><img src="https://agentmods.dev/badge/skills/grojof/ai-workspace-generator/aiws-sdd-audit-style/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-style"><img src="https://agentmods.dev/badge/skills/grojof/ai-workspace-generator/aiws-sdd-audit-style.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 | $0.00029 | $0.00362 |
| Opus 5 | $0.00015 | $0.00181 |
| Sonnet 5 | $0.00006 | $0.00072 |
| Haiku 4.5 | $0.00003 | $0.00036 |
Grade A, and why
aiws-sdd-audit-style 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 12d 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-style — conventions audit (CONV-*)
Audit naming, structure, docstrings, logging, error handling, tests and branding against a catalogue of
engineering conventions. Cite findings by control ID. The full CONV-* catalogue is an external
reference (supply your own; not bundled here).
Areas (by category)
- CONV-PY / CONV-JS — language conventions: naming, imports, function size, docstrings.
- CONV-STRUCT — module/folder structure for the chosen layout.
- CONV-LOG — structured logging; no secrets in logs.
- CONV-DOC — documentation and the operational trail (CONV-DOC-004 reading precedence; CONV-DOC-005 user-manual link for UI apps; CONV-DOC-006 UI mockups).
- CONV-TEST — test naming and the §5 Operations → test mapping.
- CONV-BRAND — UI apps apply the brand layer (CONV-BRAND-001/002) when
apply_branding: true. - CONV-NODE — Node-server Profile B specifics (CONV-NODE-001/002).
Output
A report by category with PASS/FAIL and the file/line. "No invented norms": only cite IDs that exist in the catalogue; new norms go to the catalogue via a separate change.
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.
- 12d ago First seen · 29 lines · 29 tokens per session scan A 73211edc8b17
aiws-sdd-audit-style is a skill published in the GitHub repository grojof/ai-workspace-generator (2 stars, last pushed 5d ago), licensed Apache-2.0. It adds 29 tokens to every session and 362 once invoked, about $0.0001 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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