Borrowing it
Nothing to install: this file belongs to Smart-AI-Memory/attune-ai. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Smart-AI-Memory/attune-ai/main/.agents/skills/wizard/SKILL.mdgit clone --depth 1 https://github.com/Smart-AI-Memory/attune-aiWrote 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/smart-ai-memory/attune-ai/wizard)<a href="https://agentmods.dev/skills/smart-ai-memory/attune-ai/wizard"><img src="https://agentmods.dev/badge/skills/smart-ai-memory/attune-ai/wizard/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/smart-ai-memory/attune-ai/wizard"><img src="https://agentmods.dev/badge/skills/smart-ai-memory/attune-ai/wizard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00012 | $0.00457 |
| Opus 5.5 | $0.00005 | $0.00183 |
| Sonnet 5.5 | $0.00002 | $0.00091 |
| Haiku 4.5 | $0.00001 | $0.00046 |
Grade A, and why
wizard 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 1mo 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
wizard
Guided multi-step wizards with XML task decomposition for complex workflows.
Routes
| Subcommand | Action |
|---|---|
run debug |
Debug wizard |
run test-gen |
Test generation wizard |
run refactor |
Refactoring wizard |
run security |
Security wizard |
run release-prep |
Release prep wizard |
create |
Create a custom wizard |
list |
List available wizards |
edit |
Edit a wizard |
Usage
/wizard # Ask what to do
/wizard run debug # Debug wizard
/wizard run test-gen # Test gen wizard
/wizard run refactor # Refactoring wizard
/wizard run security # Security wizard
/wizard run release-prep # Release prep wizard
/wizard create # Create custom wizard
/wizard list # List wizards
Behavior
run
Handles all built-in wizards (debug, test-gen,
refactor, security, release-prep). When invoked
with a specific wizard (e.g., /wizard run debug),
skip the wizard selection question.
Use AskUserQuestion to scope:
- Which wizard to run? (if not specified)
- What target files or path?
Then execute the wizard step-by-step, using
AskUserQuestion at each decision point.
create
Guide the user through wizard creation:
- Name and description
- Steps definition
- XML task templates
- Validation criteria
list
Show available wizards with descriptions.
edit
Use AskUserQuestion:
- Which wizard to edit?
- What to change?
Then modify the wizard definition.
Built-in Wizards
| Wizard | Description |
|---|---|
debug |
Guided debugging session |
test-gen |
Test generation with coverage goals |
refactor |
Structured refactoring workflow |
security |
Security audit and remediation |
release-prep |
Release readiness checklist |
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.
- 1mo ago First seen · 84 lines · 12 tokens per session scan A 48fef38cf728
wizard is a skill published in the GitHub repository Smart-AI-Memory/attune-ai (10 stars, last pushed today), licensed Apache-2.0. It adds 12 tokens to every session and 457 once invoked, about $0.0000 per session on Opus 5.5. 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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