td-trend-scout

td-trend-scout is a skill for Claude Code from Pantani/tdmcp. It costs 120 tokens per session (2,504 once invoked), scanned A, original, MIT.

A research skill that tracks what the TouchDesigner community is actively excited about in 2025–2026 across areas such as showcases, tutorials, generative AI, hardware interaction, and visual effects.

In plain words
What is it for?
Use it to scout one community surface at a time and record trend candidates with supporting evidence for later review.
Why use it?
It turns scattered community activity into documented ideas that may be worth building into tdmcp tools.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions subagents.

Good fit Use it to scout one community surface at a time and record trend candidates with supporting evidence for later review.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/pantani/tdmcp/td-trend-scout
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 Pantani/tdmcp --skill td-trend-scout
Clone the repo
git clone --depth 1 https://github.com/Pantani/tdmcp

Made for: Claude Code.

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 td-trend-scout

README.md
[![agentmods](https://agentmods.dev/badge/skills/pantani/tdmcp/td-trend-scout/github.svg)](https://agentmods.dev/skills/pantani/tdmcp/td-trend-scout)
Your own site
<a href="https://agentmods.dev/skills/pantani/tdmcp/td-trend-scout"><img src="https://agentmods.dev/badge/skills/pantani/tdmcp/td-trend-scout/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 td-trend-scout

Your own site · 80×15
<a href="https://agentmods.dev/skills/pantani/tdmcp/td-trend-scout"><img src="https://agentmods.dev/badge/skills/pantani/tdmcp/td-trend-scout.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 120 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,504 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 $0.00120 $0.02504
Opus 5 $0.00060 $0.01252
Sonnet 5 $0.00024 $0.00501
Haiku 4.5 $0.00012 $0.00250

Measured 8d ago against content hash 51a9b6e372a2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

td-trend-scout 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 8d 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.

Origin

Copies of this mod

2 near-identical copies found in the catalogue:

.claude/skills/td-trend-scout/SKILL.md · 197 lines

How it starts

The opening of the file, as written. The whole thing — 197 lines — stays where its author put it; the contents beside it link to each section on GitHub.

td-trend-scout — single-surface hype scouting procedure

This skill is loaded by a td-trend-scout sub-agent. You receive one surface from the orchestrator and produce one file: _workspace/hype-scout/01_scout_<surface>.md. You do not synthesize across surfaces — that's td-hype-synthesizer's job.

Procedure

Step 1 — Open your scratchpad (immediately)

Write the file header before any web work, so a network failure mid-run leaves usable partial output:

mkdir -p _workspace/hype-scout

Then Write the file with this header (replace <surface>):

# Hype scout — <surface>

**Surface:** <surface>
**Scout window:** 2025-Q3 → 2026 (preferentially), with documented revivals of older trends allowed.
**Run:** <YYYY-MM-DD>

## Trend candidates

Append each candidate as you confirm it (don't batch). If your run is cut off, the orchestrator can resume from this file.

Step 2 — Map your surface

Use the surface map below to know where to look. Don't search everywhere — go deep on the channels that matter for your surface.

community-showcase — what artists are shipping
  • TD Forum showcase: https://forum.derivative.ca/c/community-showcase/
  • Instagram: search #touchdesigner, #touchdesignerart, #touchdesignerartist, #touchdesigner099
  • Vimeo: TouchDesigner tag, derivative group
  • Behance: TouchDesigner projects, filter by Recent
  • x.com / Twitter: from:elekktronaut OR from:dotsimulate OR from:paketa12 etc., #touchdesigner
  • Are.na: TD channels (touchdesigner, td-sketches)

Look for: recurring techniques across multiple posts in the last ~6 months; what they're making, not who made it.

tutorials — what is being taught
  • YouTube channels (search their last 6-12 months of uploads):
    • elekktronaut (Bileam Tschepe) — high-end tutorials, often front-runs trends
    • Paketa12 — practical effects
    • The Interactive & Immersive HQ — pro patterns, installations
    • dotsimulate — AI bridges (StreamDiffusion, ComfyUI)
    • Crystal Jow — generative + audioreactive
    • Matthew Ragan — fundamentals + recent advanced work
    • Acid Boi, Yeyou Studio, Noones Lab
  • Skillshare / Domestika TD course catalog — what's selling
  • Recent blog posts: derivative.ca/wiki, Medium TD tag

Read the full file on GitHub · 197 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. 8d ago First seen · 197 lines · 120 tokens per session scan A 51a9b6e372a2

Subscribe to this mod's changes

td-trend-scout is a skill published in the GitHub repository Pantani/tdmcp (39 stars, last pushed 26d ago), licensed MIT. It adds 120 tokens to every session and 2,504 once invoked, about $0.0006 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 2026-09-03.

Related

Other skills, from other repositories

popx-touchdesigner

Local POPX knowledge base and workflow for TouchDesigner. Use when the user mentions POPX, popsextension, POPX examples, POPX operators, or wants to build, inspect, explain, debug, or modify POPX-based setups in TouchDesigner using the bundled POPX reference corpus and live example loader when available.

dreamrec/TDPilot · 71 tokens

tdpilot-core

Core patching discipline for TDPilot v2.4.1 — the AI assistant inside TouchDesigner. Use for all work through the td MCP tools: routing intent, inspecting live state, making safe edits, validating results, and recalling or learning local techniques.

dreamrec/TDPilot · 58 tokens

tdpilot-production

Production-grade TouchDesigner MCP workflow for TDPilot v2.4.1 (114 tools): show-safe routing, bounded inspection, staged transactions, rollback, performance checks, preservation assertions, and evidence-based handoff.

dreamrec/TDPilot · 48 tokens

threejs-interaction

Three.js interaction - raycasting, controls, mouse/touch input, object selection. Use when handling user input, implementing click detection, adding camera controls, or creating interactive 3D experiences.

calesthio/OpenMontage · 44 tokens

create-video-seedance-2-fal

Generate a single 4-15s vertical video clip with ByteDance Seedance 2.0 reference-to-video via fal.ai. Multi-image reference (avatar + product + setting), native lip-synced VO + ambient audio (generate-audio on by default), internal multi-cut handling within one render. Routes through the GooseWorks FAL proxy (bills…

gooseworks-ai/goose-skills · 117 tokens

playwright-recording

Record browser interactions as video using Playwright. Use for capturing demo videos, app walkthroughs, and UI flows for Remotion videos. Triggers include recording a demo, capturing browser video, screen recording a website, or creating walkthrough footage.

calesthio/OpenMontage · 53 tokens