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-stackgit 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-stack)<a href="https://agentmods.dev/skills/grojof/ai-workspace-generator/aiws-sdd-audit-stack"><img src="https://agentmods.dev/badge/skills/grojof/ai-workspace-generator/aiws-sdd-audit-stack/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-stack"><img src="https://agentmods.dev/badge/skills/grojof/ai-workspace-generator/aiws-sdd-audit-stack.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 | $0.00031 | $0.00339 |
| Opus 5 | $0.00015 | $0.00169 |
| Sonnet 5 | $0.00006 | $0.00068 |
| Haiku 4.5 | $0.00003 | $0.00034 |
Grade A, and why
aiws-sdd-audit-stack 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.
What it actually says
aiws-sdd-audit-stack — tech-stack audit (TECH-A-* / TECH-B-*)
Verify the technology choices conform to the spec's profile. Cite findings by control ID. The full
TECH_STACK_A.md / TECH_STACK_B.md catalogues are an external reference (supply your own; not bundled
here) — load the one for the active profile.
Profile A (Python) — TECH-A-*
- Python 3.12 · FastAPI · Pydantic v2 · SQLAlchemy 2.x (SQLite dev / PostgreSQL prod) · uv · pytest.
- Server-rendered UI uses HTMX + Jinja2 by default (TECH-A-004); Vue 3 only with §3.2 justification.
Profile B (HTML+JS) — TECH-B-*
- Browser ES modules + CDN with SRI; default reactivity Alpine.js CSP build.
- Optional:
uses_localstorage(TECH-B-016),uses_react(TECH-B-017),uses_npm_build(TECH-B-018),runs_node_server(TECH-B-019/020, Fastify default, PM2). Each flag must match the spec frontmatter.
Output
A report confirming each dependency/version against the catalogue, flagging anything outside the profile.
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.
- 10d ago First seen · 27 lines · 31 tokens per session scan A 271f127d3b47
aiws-sdd-audit-stack is a skill published in the GitHub repository grojof/ai-workspace-generator (2 stars, last pushed 3d ago), licensed Apache-2.0. It adds 31 tokens to every session and 339 once invoked, about $0.0002 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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