td-feature-survey SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 4 indexed copies. Same content hash, so the same checks give both the same grade.

td-feature-survey from hybridlabor-api/aos is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add hybridlabor-api/aos/td-feature-survey@git:20260813.2e0e3da

Pins git:20260813.2e0e3da in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
hybridlabor-api/aos
Path
mcps/tdmcp/.agents/skills/td-feature-survey/SKILL.md
Versions recorded
1
Latest version
git:20260813.2e0e3da, committed Aug 13, 2026
Size
7,648 bytes
Repository stars
6
License
Apache-2.0

Survey one surface of tdmcp (artist controls, library/packaging, CLI/DX, AI/LLM, or TouchDesigner depth) for candidate NEW features — inventory what exists, cross-check the roadmap, apply the gap-finding lenses, vet each idea, and emit a structured, novelty- and confidence-labelled candidate list to _workspace/discovery/. Use when a td-surveyor agent is scouting a surface during the feature-discovery harness.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# td-feature-survey — scout one surface for new features

You are surveying **one** assigned surface of tdmcp and returning a grounded, generous list of features it could gain. Breadth + grounding is the goal; the `td-synthesizer` prunes and ranks later. Work the surface methodically so you neither miss obvious gaps nor re-propose shipped tools.

## Procedure

### 1. Confirm the surface
Your assignment is one of `controls`, `library`, `cli`, `ai`, `td-depth`. Survey only that surface. If you spot a strong idea on another surface, drop it in a one-line "cross-surface" footnote — don't fully work it up (its owner will).

### 2. Inventory what already exists
Read your surface's source (map below) and list what ships today. You cannot propose something that already exists, so build the "exists" set first. For tools, the registry under `src/tools/` is authoritative; for CLI, `src/cli/agent.ts`; for prompts, `src/prompts/`; for operators, the KB.

### 3. Roadmap pass
Read `docs/ROADMAP.md`. Note every item on your surface that is shipped (☑), in progress (◐), or planned (☐ — Phase 13 / "deferred to v0.6.0+"). You will label candidates against this.

### 4. Gap-finding lenses
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add hybridlabor-api/aos/td-feature-survey@sha256:dd68df17318754fe

The line at the top of this page pins the label git:20260813.2e0e3da, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jplboczf4szsxffa.svg)](https://markdownregistry.com/a/art_jplboczf4szsxffa)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Aug 13, 2026.

versioncommittedcommitsizeaudit
git:20260813.2e0e3da latest2026-08-13 2e0e3da 7,648 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7648 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

hybridlabor-api/aos · 6 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jplboczf4szsxffa
GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/aos/td-feature-survey
GET https://markdownregistry.com/api/v1/blob/dd68df17318754fe607cee30bcc4c80d90769f2ed66667ad28358a4eba5c2170

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in hybridlabor-api/aos

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td-feature-survey SKILL.md skill
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td-feature-survey SKILL.md skill
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