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ai-workspace-generator: Skill for Claude Code

.claude/skills/aiws-workspace-guide/SKILL.md

aiws-workspace-guide is a skill for Claude Code from grojof/ai-workspace-generator. It costs 50 tokens per session (639 once invoked), scanned A, original, Apache-2.0.

A guide to an AI-assisted coding workspace and its main parts, including project rules, skills, connectors, and Spec-Driven Development (planning a change before coding).

In plain words
What is it for?
Use it to learn how to start work in a new or existing repository, understand the workspace concepts, and plan larger changes before implementation.
Why use it?
It gives developers who are new to AI a clear starting point and explains where the workspace's instructions live. It also helps keep generated setup files consistent.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: reads .claude/ paths; mentions Claude Code; mentions AGENTS.md.

This is grojof/ai-workspace-generator's own configuration. It tells Claude Code how to work on ai-workspace-generator itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ai-workspace-generator configures →

not rated 2repo 5d ago A scan 50 tokens original Apache-2.0
View source ↗ grojof/ai-workspace-generator
Reuse

Borrowing it

Nothing to install: this file belongs to grojof/ai-workspace-generator. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/grojof/ai-workspace-generator/main/.claude/skills/aiws-workspace-guide/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/grojof/ai-workspace-generator

Made for: Claude Code.

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.

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README.md
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Your own site
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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.

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Your own site · 80×15
<a href="https://agentmods.dev/skills/grojof/ai-workspace-generator/aiws-workspace-guide"><img src="https://agentmods.dev/badge/skills/grojof/ai-workspace-generator/aiws-workspace-guide.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 50 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 639 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00050 $0.00639
Opus 5 $0.00025 $0.00319
Sonnet 5 $0.00010 $0.00128
Haiku 4.5 $0.00005 $0.00064

Measured 12d ago against content hash 039381c20f3c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

aiws-workspace-guide 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.

.claude/skills/aiws-workspace-guide/SKILL.md · 47 lines

What it actually says

Guide: working with this AI workspace

For developers who code but are new to AI (agents, skills, MCP, SDD). Explains what this is, how to start, and how to get value from it.

What is this?

Your repo ships an AI setup for Claude Code and GitHub Copilot, all generated from one file, AGENTS.md (the source of truth). Don't edit the mirrors — edit AGENTS.md and regenerate.

Concepts in 1 minute

  • AGENTS.md: the project rules the AI must follow.
  • Skill: a mini-guide the AI loads on demand (by its trigger). In .claude/skills/.
  • Slash command (/something): an action you launch in Claude Code. In .claude/commands/.
  • MCP: a connector giving the AI extra powers. Here context7 provides up-to-date docs.
  • SDD: planning changes with specs before coding (below).

Start on a NEW project

  1. Open the repo in VS Code (Copilot) or Claude Code.
  2. Read AI-WORKSPACE.md — the index of everything generated.
  3. Fill your own layers in AGENTS.md: company conventions and business logic.
  4. Start coding. For big changes use SDD. When done, run /aiws-doc-sync.

Start on an EXISTING project

  1. Same, but check the AGENTS.md rules fit the current code.
  2. Ingest existing company standards with ai-workspace import <path>.
  3. Run /aiws-doc-sync so the AI has a map of the current state.

SDD step by step

For non-trivial changes; each step writes a file in docs/development/changes/<change>/: /aiws-sdd-explore → /aiws-sdd-propose → /aiws-sdd-spec → /aiws-sdd-design → /aiws-sdd-tasks → /aiws-sdd-apply → /aiws-sdd-verify → /aiws-sdd-archive. Go in order. Small changes can skip SDD, but run /aiws-doc-sync after.

Useful generator commands

  • ai-workspace sync — regenerate after editing AGENTS.md/config.
  • ai-workspace add <language|framework|environment|mcp> <id> — add tech or environment.
  • ai-workspace doctor — health check.
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.

  1. 12d ago First seen · 47 lines · 50 tokens per session scan A 039381c20f3c

Subscribe to this mod's changes

aiws-workspace-guide is a skill published in the GitHub repository grojof/ai-workspace-generator (2 stars, last pushed 5d ago), licensed Apache-2.0. It adds 50 tokens to every session and 639 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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