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/nguyenthienthanh/aura-frog/afgit clone --depth 1 https://github.com/nguyenthienthanh/aura-frogWrote 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/nguyenthienthanh/aura-frog/af)<a href="https://agentmods.dev/commands/nguyenthienthanh/aura-frog/af"><img src="https://agentmods.dev/badge/commands/nguyenthienthanh/aura-frog/af.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 | $0.00000 | $0.00739 |
| Opus 5 | $0.00000 | $0.00369 |
| Sonnet 5 | $0.00000 | $0.00148 |
| Haiku 4.5 | $0.00000 | $0.00074 |
Grade A, and why
af 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 107 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Aura Frog System Commands
Plugin management, learning system, metrics, agents, and setup.
Category: System Scope: Session
/af status
Show plugin status: version, active project, MCP server health, env vars loaded, component counts (agents/skills/rules), and session stats.
/af agents
List all available agents with capabilities, or show details for a specific agent.
Usage: /af agents, /af agents security
/af metrics
Show metrics dashboard: token usage, workflow completion rates, agent usage, phase durations vs budget, session stats. Aggregates from .claude/metrics/.
Usage: /af metrics, /af metrics --hooks (profile hooks), /af metrics --performance (plugin overhead)
/af learn
Learning system management. Requires Supabase (SUPABASE_URL, SUPABASE_SECRET_KEY, AF_LEARNING_ENABLED=true).
subs[5]{sub,purpose}:
"/af learn status","Show learning system status + statistics"
"/af learn feedback","Submit manual feedback (success/correction/issue/suggestion)"
"/af learn analyze","Analyze patterns from Supabase (agents/workflows/feedback)"
"/af learn apply","Review and apply pending improvements"
"/af learn setup","First-time Supabase schema creation"
/af setup
Plugin setup and configuration.
subs[3]{sub,purpose}:
"/af setup activate","Quick-activate Aura Frog in current project"
"/af setup integrations","Configure JIRA/Confluence/Slack/Figma tokens"
"/af setup cli","Install af CLI globally"
/af update
Check for plugin updates and install latest version.
/af mcp
Show MCP server status: connected/disconnected, last response time, error count.
/af prompts
Evaluate prompt quality and Claude Code feature utilization. Scores 0-100 with improvement suggestions.
Usage: /af prompts, /af prompts --days 30 --focus efficiency
/af skill create
Create a new reusable skill template.
Usage: /af skill create "my-skill-name"
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.
- 5d ago First seen · 107 lines · 0 tokens per session scan A b45b15712df1
af is a command published in the GitHub repository nguyenthienthanh/aura-frog (24 stars, last pushed yesterday), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 739 tokens. 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 2026-08-30.
Other commands, from other repositories
review-agentready
AgentReady-specific code review with attribute mapping and score impact analysis.
create_plan
Create detailed implementation plans through interactive research and iteration.
review-pr
Multi-agent PR review with four modes (review, re-review, self-review, address-feedback) - spawns parallel subagents, saves diff to /tmp for context efficiency, supports file exclusion patterns.
research_codebase
Document codebase as-is with thoughts directory for historical context.
resume_handoff
Resume work from handoff document with context analysis and validation.
create_handoff
Create handoff document for transferring work to another session.