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 agentmods add commands/smart-ai-memory/attune-ai/attunegit 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/commands/smart-ai-memory/attune-ai/attune)<a href="https://agentmods.dev/commands/smart-ai-memory/attune-ai/attune"><img src="https://agentmods.dev/badge/commands/smart-ai-memory/attune-ai/attune.svg" alt="Measured on agentmods" 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 | $0.00012 | $0.01632 |
| Opus 5 | $0.00006 | $0.00816 |
| Sonnet 5 | $0.00002 | $0.00326 |
| Haiku 4.5 | $0.00001 | $0.00163 |
Grade A, and why
attune 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 yesterday.
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.
How it starts
The opening of the file, as written. The whole thing — 205 lines — stays where its author put it; the contents beside it link to each section on GitHub.
attune
Your AI-powered developer workflow assistant with Socratic discovery.
One command. Every workflow. Type /attune to browse,
or jump straight to any command below. Type /help for
the full reference.
Quick Reference
| Command | What it does |
|---|---|
/spec |
Spec-driven development with approval loop |
/security |
Security audit |
/smart-test |
Find test gaps, generate tests |
/release |
Release preparation and publishing |
/dev |
Debug, commit, PR, code review, refactoring |
/help |
Full command reference |
All Commands
Developer Tools
| Command | Description |
|---|---|
/dev debug |
Investigate errors, trace execution |
/dev review |
Quality + security + performance review |
/dev commit |
Stage and commit with conventional messages |
/dev pr |
Push branch, create PR with summary |
/dev refactor |
Analyze structure, suggest improvements |
/code-quality |
Code review + bug prediction |
/refactor |
Refactoring analysis and roadmap |
/deep-review <path> |
Multi-pass security + quality + test gaps |
Testing
| Command | Description |
|---|---|
/smart-test |
Find test gaps, generate tests |
/fix-test |
Auto-diagnose and fix failing tests |
Security and Quality
| Command | Description |
|---|---|
/security |
Scan for eval, path traversal, secrets |
/code-quality |
Code review + bug prediction |
Planning and Docs
| Command | Description |
|---|---|
/spec |
Full spec-driven development lifecycle |
/plan feature |
Break down a feature into tasks |
/brainstorm |
Guided discovery conversation |
/doc-gen |
Generate documentation from source |
/remember |
Store and retrieve persistent memory |
Release
| Command | Description |
|---|---|
/release prep |
Version bump, changelog, pre-flight |
/release security |
Pre-release vulnerability audit |
/release health |
Tests + coverage + lint + bandit |
/release publish |
Build and publish to PyPI |
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.
- yesterday First seen · 205 lines · 12 tokens per session scan A 417d29fbea33
attune is a command 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 1,632 once invoked, about $0.0001 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 2026-09-03.
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