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.
git 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/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/commands/nguyenthienthanh/aura-frog/af"><img src="https://agentmods.dev/badge/commands/nguyenthienthanh/aura-frog/af.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00000 | $0.00739 |
| Opus 5.5 | $0.00000 | $0.00296 |
| Sonnet 5.5 | $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 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.
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.
- 2mo ago First seen · 107 lines · 0 tokens per session scan A b45b15712df1
af is a command published in the GitHub repository nguyenthienthanh/aura-frog (25 stars, last pushed 7d ago), 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
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.
implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md.
speckit.bug.fix
Apply the remediation from a bug assessment and record what was changed.