attune-ai: Skill for Claude Code

.agents/skills/workflows/SKILL.md

workflows is a skill for Claude Code, Codex from Smart-AI-Memory/attune-ai. It costs 7 tokens per session (519 once invoked), scanned A, original, Apache-2.0.

A set of analysis workflows for checking code security, likely bugs, performance, and general code quality.

In plain words
What is it for?
Running security audits, bug-prediction analysis, performance audits, or code reviews, and listing the available workflows.
Why use it?
It groups these reviews into repeatable commands so you can run the relevant analysis on a chosen project path.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: names the AskUserQuestion tool; installed under .agents/ (shared by several agents).

This is Smart-AI-Memory/attune-ai's own configuration. It tells Claude Code and Codex how to work on attune-ai 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 attune-ai configures →

Reuse

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.

Copy the file
curl -O https://raw.githubusercontent.com/Smart-AI-Memory/attune-ai/main/.agents/skills/workflows/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Smart-AI-Memory/attune-ai

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.

agentmods badge for workflows

README.md
[![agentmods](https://agentmods.dev/badge/skills/smart-ai-memory/attune-ai/workflows/github.svg)](https://agentmods.dev/skills/smart-ai-memory/attune-ai/workflows)
Your own site
<a href="https://agentmods.dev/skills/smart-ai-memory/attune-ai/workflows"><img src="https://agentmods.dev/badge/skills/smart-ai-memory/attune-ai/workflows/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.

agentmods 80×15 button for workflows

Your own site · 80×15
<a href="https://agentmods.dev/skills/smart-ai-memory/attune-ai/workflows"><img src="https://agentmods.dev/badge/skills/smart-ai-memory/attune-ai/workflows.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 7 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 519 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 $0.00007 $0.00519
Opus 5.5 $0.00003 $0.00208
Sonnet 5.5 $0.00001 $0.00104
Haiku 4.5 $0.00001 $0.00052

Measured 1mo ago against content hash b650f319b6aa, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

workflows 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.

.agents/skills/workflows/SKILL.md · 110 lines

How it starts

The opening of the file, as written. The whole thing — 110 lines — stays where its author put it; the contents beside it link to each section on GitHub.

workflows

AI-powered analysis workflows for security, bugs, and performance.

Routes

Subcommand Action
run security-audit Security vulnerability scan
run bug-predict Bug prediction analysis
run perf-audit Performance audit
run code-review Code review workflow

| list | List available workflows |

Usage

/workflows                       # Ask which workflow
/workflows run security-audit    # Security audit
/workflows run bug-predict       # Bug prediction
/workflows run perf-audit        # Performance audit
/workflows list                  # List all workflows

Fast-Path Detection

When the user provides a workflow name AND a path, skip AskUserQuestion and execute directly:

  • /workflows run security-audit ./src → execute
  • /workflows run bug-predict src/auth → execute
  • /workflows run security-audit → ask for path
  • /workflows → ask which workflow

Rule: If both workflow and target are provided, proceed to execution. If either is missing, use AskUserQuestion.

Behavior

run security-audit

If a path argument was provided (e.g., /workflows run security-audit ./src), skip AskUserQuestion and execute immediately.

Otherwise, use AskUserQuestion to scope:

  • Which path? src/, specific module, or full project?

Then run:

uv run attune workflow run security-audit --path <target>

run bug-predict

Use AskUserQuestion to scope:

  • Which path to scan?

Then run:

uv run attune workflow run bug-predict --path <target>

run perf-audit

Use AskUserQuestion to scope:

  • Which path to audit?

Then run:

uv run attune workflow run perf-audit --path <target>

run code-review

Use AskUserQuestion to scope:

  • Which path or files to review?
  • Focus area: quality, security, performance, or all?

Then run:

uv run attune workflow run code-review --path <target>

list

Run:

uv run attune workflow list

Read the full file on GitHub · 110 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. 1mo ago First seen · 110 lines · 7 tokens per session scan A b650f319b6aa

Subscribe to this mod's changes

workflows is a skill published in the GitHub repository Smart-AI-Memory/attune-ai (10 stars, last pushed today), licensed Apache-2.0. It adds 7 tokens to every session and 519 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.