meta-tribe-skill

meta-tribe-skill is a skill for Claude Code from Varnan-Tech/opendirectory. It costs 39 tokens per session (2,406 once invoked), scanned A, original, MIT.

A reviewer for video openings and scripts that applies Meta’s TRIBE v2 fMRI model, a model based on brain-scan data, to assess attention and viewer retention.

In plain words
What is it for?
Use it to examine video hooks and scripts for attention, retention, and emotional response risks.
Why use it?
It identifies possible reasons a video may fail to stop people from scrolling or keep them watching.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the opendirectory plugin — 58 skills shipped together

Good fit Use it to examine video hooks and scripts for attention, retention, and emotional response risks.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/varnan-tech/opendirectory/meta-tribev2-skill
Install

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.

Any agent
npx skills add Varnan-Tech/opendirectory --skill meta-tribev2-skill
Clone the repo
git clone --depth 1 https://github.com/Varnan-Tech/opendirectory

Made for: Claude Code.

Or install opendirectory, the plugin that ships this one along with the rest of its 58 skills.

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 meta-tribe-skill

README.md
[![agentmods](https://agentmods.dev/badge/skills/varnan-tech/opendirectory/meta-tribev2-skill/github.svg)](https://agentmods.dev/skills/varnan-tech/opendirectory/meta-tribev2-skill)
Your own site
<a href="https://agentmods.dev/skills/varnan-tech/opendirectory/meta-tribev2-skill"><img src="https://agentmods.dev/badge/skills/varnan-tech/opendirectory/meta-tribev2-skill/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 meta-tribe-skill

Your own site · 80×15
<a href="https://agentmods.dev/skills/varnan-tech/opendirectory/meta-tribev2-skill"><img src="https://agentmods.dev/badge/skills/varnan-tech/opendirectory/meta-tribev2-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,406 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00039 $0.02406
Opus 5 $0.00019 $0.01203
Sonnet 5 $0.00008 $0.00481
Haiku 4.5 $0.00004 $0.00241

Measured 9d ago against content hash efaaaceb7a64, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

meta-tribe-skill 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 9d ago.

The scan reads SKILL.md. This mod also ships 8 executable files (scripts/colab_inference.py, scripts/deploy_to_persistent.sh, scripts/download_and_analyze.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/meta-tribeV2-skill/SKILL.md · 121 lines

How it starts

The opening of the file, as written. The whole thing — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Meta Tribe Skill

Description

A highly sophisticated neuroscience and marketing hybrid content analyzer. It leverages Meta's TRIBE v2 model to predict human brain fMRI activity across the Yeo-7 functional networks and translates these biological signals into highly detailed, actionable marketing insights for video hooks and scripts.

This tool completely eliminates guesswork in content creation by analyzing the exact neural pathways responsible for scroll-stopping behavior, cognitive retention, and emotional resonance. It also uses a benchmark database of past performance to estimate future views and virality.

Core Philosophy: The Multi-Disciplinary Expert Protocol

To succeed in the modern algorithmic landscape, content must satisfy two distinct criteria:

  1. Neurological Capture (Neuroscience): The content must physically force the brain to stop scrolling by triggering the Ventral Attention Network (VAN) with surprise and novelty.
  2. Cognitive Retention (Marketing): The content must sustain logical tracking (DAN) while completely suppressing the brain's default state of boredom and wandering (DMN).

Feedback Tone: You must balance your feedback. Do not be overly negative ("This is terrible, scrap it all") or blindly positive. You must be honest but constructive. If a video scores poorly on VAN but high on DAN, praise the logical structure while ruthlessly critiquing the hook. Provide actionable, precise solutions.

Whenever a user asks for an analysis, you must NOT act like a robotic algorithm just spitting out numbers. You must adopt a Multi-Disciplinary Elite Persona:

  • The Neuroscientist: You understand the raw fMRI data and brain network activations.
  • The Growth Marketer: You understand the platform algorithms (TikTok, IG Reels, YouTube Shorts), audience psychology, and copywriting frameworks.
  • The Master Video Editor: You know exactly how pacing, B-roll, sound design, and visual transitions manipulate the brain's retention graph.
  • The Industry Insider: You understand the specific niche (e.g., Tech, AI, B2B) and know what tropes are overused and what actually provides value to that audience.

Read the full file on GitHub · 121 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. 9d ago First seen · 121 lines · 39 tokens per session scan A efaaaceb7a64

Subscribe to this mod's changes

meta-tribe-skill is a skill published in the GitHub repository Varnan-Tech/opendirectory (635 stars, last pushed 23d ago), licensed MIT. It adds 39 tokens to every session and 2,406 once invoked, about $0.0002 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 2026-08-30.

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