index-assets SKILL.md skillA
index-assets from indranilbanerjee/socialforge is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add indranilbanerjee/socialforge/index-assets@git:20261011.82a544aPins git:20261011.82a544a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- indranilbanerjee/socialforge
- Path
skills/index-assets/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261011.82a544a, committed Oct 11, 2026
- First version recorded
- May 8, 2026
- Size
- 5,726 bytes
- Repository stars
- 42
- License
- MIT
Index the brand photo library with AI vision so assets are searchable and matchable. "catalogue our brand photos".
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
# /socialforge:index-assets — Asset Indexer
> **Script location.** If your host does not set `${CLAUDE_PLUGIN_ROOT}`, the scripts are in this plugin's `scripts/` folder, next to `skills/`. Run them with Python 3.10 or newer: `python`, or `python3` where `python` is not found (macOS, many Linux systems).
Scan a brand's photo library and create an AI-powered asset index. Each image is analyzed by a vision model (registry alias `latest-vision-google`) to understand what's in it, what mood it conveys, what posts it's suitable for, and how it can be cropped for different platforms.
## Context efficiency
Asset-heavy skill. **Grep before Read** the asset catalog (`${CLAUDE_PLUGIN_DATA}/socialforge/brands/<brand>/asset-index.json`) — never list the asset directory. Reference generated images / videos by path, not by loading metadata. Brand profile loads once per session.
## How It Works
1. **Locate assets** — Read asset-source.json for the brand's photo library location
2. **Scan files** — Find all .jpg, .jpeg, .png, .webp files in the source
3. **AI analysis** — For each image, use the vision model (the registry alias `latest-vision-google`) to generate:
…Read the whole file at its exact version.
How to install
mdr add indranilbanerjee/socialforge/index-assets@sha256:62222eb1b332a6eaThe line at the top of this page pins the label git:20261011.82a544a, 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.
[](https://markdownregistry.com/a/art_rptcvhudz2lgfhht)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between May 8, 2026 and Oct 11, 2026, about one every 22 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.82a544a latest | 2026-10-11 | 82a544a | 5,726 B | A | view · diff |
| git:20261009.a160e9d | 2026-10-09 | a160e9d | 5,610 B | A | view · diff |
| git:20261009.4d8885f | 2026-10-09 | 4d8885f | 5,464 B | A | view · diff |
| git:20261004.63eb268 | 2026-10-04 | 63eb268 | 5,754 B | A | view · diff |
| git:20260811.9bf17e7 | 2026-08-11 | 9bf17e7 | 4,501 B | A | view · diff |
| git:20260729.6b496cc | 2026-07-29 | 6b496cc | 4,211 B | A | view · diff |
| git:20260526.5498607 | 2026-05-26 | 5498607 | 4,078 B | A | view · diff |
| git:20260508.52d2d3a | 2026-05-08 | 52d2d3a | 3,800 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5726 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
indranilbanerjee/socialforge · 42 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rptcvhudz2lgfhht GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/socialforge/index-assets GET https://markdownregistry.com/api/v1/blob/62222eb1b332a6ea1ba669886ac5d4e212289f6e1e95f74a92197773b7824ef9
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 indranilbanerjee/socialforge
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