How do I install the Nguyenthienthanh Aura Frog Agent Detector skill?

Run npx skillmds@latest add tomevault-io/nguyenthienthanh-aura-frog-agent-detector in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Nguyenthienthanh Aura Frog Agent Detector skill do?

> **AI-consumed reference.** Optimized for Claude to read during execution. It is listed under AI & ML on SkillMD.

Is Nguyenthienthanh Aura Frog Agent Detector safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Nguyenthienthanh Aura Frog Agent Detector?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Nguyenthienthanh Aura Frog Agent Detector free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Nguyenthienthanh Aura Frog Agent Detector?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Nguyenthienthanh Aura Frog Agent Detector by tomevault-io

Name: Nguyenthienthanh Aura Frog Agent Detector
Author: tomevault-io

File contents

AI-consumed reference. Optimized for Claude to read during execution. Human-readable explanation: see docs/architecture/HIERARCHICAL_PLANNING.md or docs/getting-started/ depending on topic.

Agent Detector

Runs FIRST for every message.

Complexity

complexity[4]{level,criteria,approach}:
  Quick,"Single file / simple fix / clear scope","Direct implementation"
  Standard,"2-5 files / feature / some unknowns","Scout then implement"
  Deep,"6+ files / architecture / vague scope","run-orchestrator"
  Project,"Multi-feature / multi-session / weight ≥ 3 on bridge heuristic AND no active plan","/aura-frog:plan bootstrap then per-task /run anchored"

Project (v3.7.2+): Emitted when rules/workflow/run-plan-bridge.md triggers sum to weight ≥ 3 AND .claude/plans/active.json is absent. run-orchestrator Step 0 owns the user prompt (plan / deep / details) and the scratch-file handoff. Otherwise Quick/Standard/Deep classification is unchanged.

Model Selection

Quick→haiku, Standard→sonnet (opus for architecture/design), Deep→sonnet (opus for planning).

Detection (Priority Order)

Task content (highest): Analyze task keywords — backend repo may have frontend tasks. Score ≥50 overrides repo detection.
Explicit tech (+60): User mentions react-native/flutter/angular/vue/react/next/node/python/go/laravel → agent.
Intent (+50): Action keywords: implement/fix/test/design/database/security/deploy → agent.
Project context (+40): Package files/configs. Use cached detection when valid (<24h).
File patterns (+20): Recent file naming: *.vue→frontend, *.go→architect, etc.

Scoring

Primary ≥80 (leads), Secondary 50-79 (supports), Optional 30-49, Skip <30. tester: Always secondary unless explicit test request.

Cache

.claude/cache/agent-detection-cache.json — reuse within workflow (phase >1). Invalidate on new workflow, phase 1, or user override.

Source: nguyenthienthanh/aura-frog — distributed by TomeVault.

---name: nguyenthienthanh-aura-frog-agent-detectordescription: > **AI-consumed reference.** Optimized for Claude to read during execution.---> **AI-consumed reference.** Optimized for Claude to read during execution.> Human-readable explanation: see [docs/architecture/HIERARCHICAL_PLANNING.md](../../../docs/architecture/HIERARCHICAL_PLANNING.md)> or [docs/getting-started/](../../../docs/getting-started/) depending on topic.# Agent Detector**Runs FIRST for every message.**## Complexity```tooncomplexity[4]{level,criteria,approach}: Quick,"Single file / simple fix / clear scope","Direct implementation" Standard,"2-5 files / feature / some unknowns","Scout then implement" Deep,"6+ files / architecture / vague scope","run-orchestrator" Project,"Multi-feature / multi-session / weight ≥ 3 on bridge heuristic AND no active plan","/aura-frog:plan bootstrap then per-task /run anchored"```**Project (v3.7.2+):** Emitted when `rules/workflow/run-plan-bridge.md` triggers sum to weight ≥ 3 AND `.claude/plans/active.json` is absent. `run-orchestrator` Step 0 owns the user prompt (`plan` / `deep` / `details`) and the scratch-file handoff. Otherwise Quick/Standard/Deep classification is unchanged.## Model SelectionQuick→haiku, Standard→sonnet (opus for architecture/design), Deep→sonnet (opus for planning).## Detection (Priority Order)1. **Task content** (highest): Analyze task keywords — backend repo may have frontend tasks. Score ≥50 overrides repo detection.2. **Explicit tech** (+60): User mentions react-native/flutter/angular/vue/react/next/node/python/go/laravel → agent.3. **Intent** (+50): Action keywords: implement/fix/test/design/database/security/deploy → agent.4. **Project context** (+40): Package files/configs. Use cached detection when valid (<24h).5. **File patterns** (+20): Recent file naming: *.vue→frontend, *.go→architect, etc.## ScoringPrimary ≥80 (leads), Secondary 50-79 (supports), Optional 30-49, Skip <30.**tester:** Always secondary unless explicit test request.## Cache`.claude/cache/agent-detection-cache.json` — reuse within workflow (phase >1). Invalidate on new workflow, phase 1, or user override.---> Source: [nguyenthienthanh/aura-frog](https://github.com/nguyenthienthanh/aura-frog) — distributed by [TomeVault](https://tomevault.io).

Frequently asked questions

Nguyenthienthanh Aura Frog Agent Detector