What is aiws-sdd-init?

A project-starting tool for an empty application repository using one of two layouts: Python with FastAPI, or HTML and JavaScript. It creates the initial folders, configuration, and test files after the app profile is chosen.

Use it to bootstrap Python/FastAPI source and test folders, or an HTML/JavaScript project with its page, scripts, styles, and smoke test.

It gives a new project a consistent starting structure before specifications or code are added. It refuses to run when the repository already contains application code.

aiws-sdd-init — Skill for Claude Code and Codex by grojof

Install

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.

Any agent

npx skills add grojof/ai-workspace-generator --skill aiws-sdd-init

Clone the repo

git clone --depth 1 https://github.com/grojof/ai-workspace-generator

Made for: Claude Code, Codex.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/grojof/ai-workspace-generator/aiws-sdd-init/github.svg)](https://agentmods.dev/skills/grojof/ai-workspace-generator/aiws-sdd-init)

Your own site

<a href="https://agentmods.dev/skills/grojof/ai-workspace-generator/aiws-sdd-init"><img src="https://agentmods.dev/badge/skills/grojof/ai-workspace-generator/aiws-sdd-init/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/grojof/ai-workspace-generator/aiws-sdd-init"><img src="https://agentmods.dev/badge/skills/grojof/ai-workspace-generator/aiws-sdd-init.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 452 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00053	$0.00452
Opus 5	$0.00026	$0.00226
Sonnet 5	$0.00011	$0.00090
Haiku 4.5	$0.00005	$0.00045

Measured 10d ago against content hash 6d7c62403ef1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

aiws-sdd-init 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.

skill-packs/aiws-sdd-init/SKILL.md · 29 lines

What it actually says

aiws-sdd-init — scaffold the project layout (REASONS mode)

Create the initial folder/file layout for the chosen app profile before any spec or code exists. The canonical layout map (LAYOUTS.md / STRUCTURE_A.md / STRUCTURE_B.md) is an external reference (supply your own; not bundled here) — load it on demand for the exact tree.

Pre-flight

Read the profile (A | B) and capability flags from the aiws-sdd-onboarding decision (or ask to run it first).
Refuse if code already exists (non-empty package / index.html); this skill only bootstraps an empty repo.

What it writes

Profile A (Python): pyproject.toml (uv) · src/<package>/{domain,application,infrastructure,interfaces}/ · tests/{unit,integration,e2e}/ + conftest.py · config.py. App object exported as <package>.interfaces.api:app.
Profile B (HTML+JS): index.html (CSP meta) · js/ (or src/ for bundled/react/node-server) · css/ · tests/smoke.test.html. Build/npm only when uses_npm_build / uses_react / runs_node_server.

Store & next step

Specs live in {{paths.specs}}/, in-flight work in {{paths.changes}}/<change>/ — both versioned in Git (no _vN suffixes). Record the scaffold decision in the change-folder. Hand off to aiws-sdd-spec-capture.

Files

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.

pack.yaml 168 B

Changes

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 · 29 lines · 53 tokens per session scan A 6d7c62403ef1

Subscribe to this mod's changes

aiws-sdd-init is a skill published in the GitHub repository grojof/ai-workspace-generator (2 stars, last pushed 3d ago), licensed Apache-2.0. It adds 53 tokens to every session and 452 once invoked, about $0.0003 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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