ai-workflow-framework: Skill for Claude Code

.claude/skills/project-setup/SKILL.md

project-setup is a skill for Claude Code from satsilem/ai-workflow-framework. It costs 108 tokens per session (1,933 once invoked), scanned C, original, MIT.

A project initializer that creates a standard set of files and folders for working with an AI coding agent. It skips items that already exist and can later help fill in the files.

In plain words
What is it for?
It helps set up files such as CLAUDE.md, SESSION.md, TODO.md, NOTES.md, INSIGHTS.md, and related folders in a project directory.
Why use it?
A new project often lacks a shared place for instructions, notes, tasks, and session history. This gives those materials a consistent structure.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions CLAUDE.md; mentions Claude Code.

This is satsilem/ai-workflow-framework's own configuration. It tells Claude Code how to work on ai-workflow-framework 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-workflow-framework configures →

Reuse

Borrowing it

Nothing to install: this file belongs to satsilem/ai-workflow-framework. 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/satsilem/ai-workflow-framework/main/.claude/skills/project-setup/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/satsilem/ai-workflow-framework

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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Per session 108 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,933 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. 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 $0.00108 $0.01933
Opus 5.5 $0.00043 $0.00773
Sonnet 5.5 $0.00022 $0.00387
Haiku 4.5 $0.00011 $0.00193

Measured 2mo ago against content hash 7c01cfb47d5a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

project-setup scanned grade C with 1 finding 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.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

- **Destructive operations** (DROP, DELETE, rm -rf, etc.) require explicit confirmation
.claude/skills/project-setup/SKILL.md · 319 lines

How it starts

The opening of the file, as written. The whole thing — 319 lines — stays where its author put it; the contents beside it link to each section on GitHub.

project-setup — Project Structure Initializer

Purpose

Create a standard AI-ready project structure in the current directory. Non-destructive — always skip files and folders that already exist. After setup, offer to fill in the skeleton sections interactively.


Step 1 — Detect current state

Check what already exists in the current working directory:

ls -la

Note which of these already exist (skip them, only create what's missing):

  • CLAUDE.md
  • SESSION.md
  • TODO.md
  • NOTES.md
  • INSIGHTS.md
  • .ai-notes/
  • .reference/
  • .tmp/
  • .backups/
  • .gitignore

Tell the user what you found and what you're about to create.


Step 2 — Create missing structure

CLAUDE.md

# PROJECT NAME — Reference

**Project:** ...
**Owner/Team:** ...
**Stack:** ...
**Status:** ...
**Last Updated:** DD-MM-YY

---

## 📁 PROJECT STRUCTURE

| File/Folder | Purpose |
|-------------|---------|
| `CLAUDE.md` | Master instructions — what Claude needs to know about this project |
| `SESSION.md` | Chronological log — gotchas, key findings, what was done and why |
| `TODO.md` | Open/closed tasks — single source of truth for what needs doing |
| `NOTES.md` | Quick personal scratchpad — raw notes, temp thoughts |
| `INSIGHTS.md` | Workflow improvement ideas — skill candidates, CLAUDE.md gaps, automation ideas |
| `.ai-notes/` | Deep-dive reports, incident docs, session-level investigations |
| `.reference/` | Stable evergreen reference docs (endpoint maps, runbooks, architecture references) |
| `.tmp/` | Claude's workspace — temporary scripts and batch files (never commit) |
| `.backups/` | File and DB backups (never commit) |

> 📋 **Where to find things:**
> - What was done last session → `SESSION.md` (CHRONOLOGICAL LOG section)
> - Critical gotchas and findings → `SESSION.md` (KEY LEARNINGS section)
> - What needs doing → `TODO.md`
> - Deep investigation reports → `.ai-notes/YYYY-MM-DD-topic.md`
> - Stable lookup docs → `.reference/<prefix>__<topic>.md`

---

## 🛠️ STACK
<!-- Fill in: languages, frameworks, hosting, DB, key services -->

---

## ⚙️ KEY COMMANDS
<!-- Fill in: run, validate, publish/release, common operations -->

---

## 🔀 GIT WORKFLOW
<!-- Fill in: branch/change naming convention, release pattern, remotes -->

---

## 🔒 SAFETY PROTOCOLS

- **Always confirm before high-risk release actions**
- **Never commit `.env`, credentials, or sensitive config**
- **Destructive operations** (DROP, DELETE, rm -rf, etc.) require explicit confirmation
- **`.tmp/` and `.backups/`** are for local use only — never commit

---

**Last Updated:** DD-MM-YY
**Project Owner:** ...
**Purpose:** Master reference for Claude sessions on this project.

Read the full file on GitHub · 319 lines

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. 2mo ago First seen · 319 lines · 108 tokens per session scan C 7c01cfb47d5a

Subscribe to this mod's changes

project-setup is a skill published in the GitHub repository satsilem/ai-workflow-framework (2 stars, last pushed 1mo ago), licensed MIT. It adds 108 tokens to every session and 1,933 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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