scenario-asset-analysis SKILL.md skillA

scenario-asset-analysis from scenario-labs/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add scenario-labs/skills/scenario-asset-analysis@git:20261013.0b5fa62

Pins git:20261013.0b5fa62 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
scenario-labs/skills
Path
skills/scenario-asset-analysis/SKILL.md
Versions recorded
7
Latest version
git:20261013.0b5fa62, committed Oct 13, 2026
First version recorded
Aug 16, 2026
Size
7,343 bytes
Repository stars
1,094
License
MIT

Use when finished Scenario assets have to give something back: a caption for a dataset or alt text, a reusable style description, a verdict against a brief, a canny, depth, pose, or segmentation control map for the next model, or the asset itself found again by text, tags, or visual similarity and filed into a collection. Keywords: caption, describe, analyze, QA, control map, find similar, reverse image search, semantic search, tag, collection.

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

# Scenario Asset Analysis

## Overview

Four tools extract captions, style descriptions, analysis, or control maps from existing assets: three fixed-purpose, one open-ended. With `search` (default toolset) they answer the questions that come after a batch lands, which is where most of the work actually is: is this on brief, what look is this, what does this show, what can the next model condition on, where did last week's approved version go.

None of them are in the default toolset. Get schemas with `scenario_tools_search`, then run each through the executor matching the returned `permission`: `read` uses `scenario_tool_execute_read`, `write` uses `scenario_tool_execute_write`. Use that live result for both estimates and runs; do not infer the lane from an unchanged input asset. Put the tool name in `name` and its inputs under `parameters`. Or reconnect with `?toolsets=full`. Connection and scope: see the `scenario` skill in this repo. If a sibling skill named here is missing from your available skills, ask the user to install it (`npx skills add scenario-labs/skills --skill <name>`); unattended, proceed from tool schemas and flag the gap.

## Quick reference
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add scenario-labs/skills/scenario-asset-analysis@sha256:17cd5124463e3317

The line at the top of this page pins the label git:20261013.0b5fa62, 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_hxsxmr6egxhukzuq.svg)](https://markdownregistry.com/a/art_hxsxmr6egxhukzuq)

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

Versions

The registry has recorded 7 versions of this file, between Aug 16, 2026 and Oct 13, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261013.0b5fa62 latest2026-10-13 0b5fa62 7,343 BA view · diff
git:20261013.d64e3632026-10-13 d64e363 7,448 BA view · diff
git:20261004.f28b8402026-10-04 f28b840 7,072 BA view · diff
git:20260901.32b9e2b2026-09-01 32b9e2b 7,054 BA view · diff
git:20260823.3cf59522026-08-23 3cf5952 6,729 BA view · diff
git:20260820.1c618f12026-08-20 1c618f1 6,413 BA view · diff
git:20260816.cc146d82026-08-16 cc146d8 5,134 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 (7343 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

scenario-labs/skills · 1,094 stars · license MIT · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hxsxmr6egxhukzuq
GET https://markdownregistry.com/api/v1/resolve?ref=scenario-labs/skills/scenario-asset-analysis
GET https://markdownregistry.com/api/v1/blob/17cd5124463e3317923c4b779b098b2a2263cbc4659a64d7d375a3839c6d0a85

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.

More from scenario-labs/skills

pr-handle-comments SKILL.md skill
scenario-labs/skills · .agents/skills/pr-handle-comments/SKILL.md · Handle review comments received on GitHub for the current branch's PR or a given PR number or URL, by triaging each…
git:20261009.605161f · audit A · 1,094 stars
pr-squash-message SKILL.md skill
scenario-labs/skills · .agents/skills/pr-squash-message/SKILL.md · Generate one short Conventional Commits squash message describing only the net diff between the PR's base and head, set…
git:20261009.605161f · audit A · 1,094 stars
pr-summary SKILL.md skill
scenario-labs/skills · .agents/skills/pr-summary/SKILL.md · Refresh the current pull request description from its net changes, following the repository's PR template, when asked…
git:20261009.605161f · audit A · 1,094 stars
skill-creator SKILL.md skill
scenario-labs/skills · .agents/skills/skill-creator/SKILL.md · Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a…
git:20260812.6eee224 · audit A · 1,094 stars
Skill Development SKILL.md skill
scenario-labs/skills · .agents/skills/skill-development/SKILL.md · This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill"…
v0.1.0 · audit A · 1,094 stars
skills-pr-handle SKILL.md skill
scenario-labs/skills · .agents/skills/skills-pr-handle/SKILL.md · Use when explicitly asked to handle a pull request in the Scenario skills repository, including review comments and…
git:20261009.ef8789a · audit A · 1,094 stars
skills-validate SKILL.md skill
scenario-labs/skills · .agents/skills/skills-validate/SKILL.md · Use when explicitly asked to run a live or plan-only application test for a published Scenario skill.
git:20261009.ef8789a · audit A · 1,094 stars
AGENTS.md AGENTS.md file
scenario-labs/skills · AGENTS.md
git:20261014.a7e3f2b · audit A · 1,094 stars
CLAUDE.md CLAUDE.md file
scenario-labs/skills · CLAUDE.md
git:20260812.6eee224 · audit B · 1,094 stars
scenario-blender-animation SKILL.md skill
scenario-labs/skills · skills/dcc/blender/scenario-blender-animation/SKILL.md · Use when animating characters or objects in Blender through Python, a bouncing ball, walk or run cycle, jump, acting…
git:20261017.88ccf82 · audit A · 1,094 stars
scenario-blender-blockout SKILL.md skill
scenario-labs/skills · skills/dcc/blender/scenario-blender-blockout/SKILL.md · Use when a text brief or a reference image must become a Blender blockout whose playblast guides a render-to-real video…
git:20261017.7c1a414 · audit A · 1,094 stars
scenario-blender-expert SKILL.md skill
scenario-labs/skills · skills/dcc/blender/scenario-blender-expert/SKILL.md · Use when doing any 3D work in Blender through Python or an MCP bridge, headless or in a live session: modeling…
git:20261017.236fc59 · audit A · 1,094 stars

Every file in scenario-labs/skills

Browse by kind, by grade A, or by owner.