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.
git clone --depth 1 https://github.com/danielrosehill/Claude-Image-Production-PluginWrote 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.
[](https://agentmods.dev/commands/danielrosehill/claude-image-production-plugin/organize-by-format)<a href="https://agentmods.dev/commands/danielrosehill/claude-image-production-plugin/organize-by-format"><img src="https://agentmods.dev/badge/commands/danielrosehill/claude-image-production-plugin/organize-by-format/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.
<a href="https://agentmods.dev/commands/danielrosehill/claude-image-production-plugin/organize-by-format"><img src="https://agentmods.dev/badge/commands/danielrosehill/claude-image-production-plugin/organize-by-format.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00508 |
| Opus 5 | $0.00000 | $0.00254 |
| Sonnet 5 | $0.00000 | $0.00102 |
| Haiku 4.5 | $0.00000 | $0.00051 |
Grade A, and why
organize-by-format 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.
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.
What it actually says
Organize Images by File Format
Sort images into format-based subfolders.
Task
-
Ask which folder to operate on — default is the current working directory. Confirm recursion; default flat.
-
Classify each file by extension (case-insensitive), with
file/exiftoolas a fallback for extensionless or misnamed files:JPEG/—.jpg,.jpegPNG/—.pngHEIC/—.heic,.heifWebP/—.webpRAW/—.nef(Nikon),.cr2/.cr3(Canon),.arw(Sony),.dng(Adobe),.raf(Fuji),.orf(Olympus),.rw2(Panasonic)TIFF/—.tif,.tiffGIF/—.gifBMP/—.bmpSVG/—.svgother/— anything that doesn't match, including extensionless files and unknown formats
# Fallback when extension is missing or misleading: exiftool -s -s -s -FileType "image" # or file --mime-type "image" -
Preview before acting — table of format → count, plus a sample filename per bucket. Wait for confirmation.
-
Prefer symlinks or CSV manifest over physical moves:
- Option A: symlinked subfolders
- Option B:
metadata/format-buckets.csv - Option C: physical move on explicit confirmation
-
Log to
notes/organize-by-format-{timestamp}.mdwith bucket counts and any files flagged as format/extension mismatch.
Notes
- Flag extension/format mismatch explicitly (e.g. a
.jpgthatexiftoolreports as PNG) — these are often the interesting files in an import. - RAW sidecars (
.xmp) should be kept adjacent to their RAW — when moving/symlinking, pair them. - HEIC support requires
libheifto be present if further commands read the image; the bucketing itself is extension-based and doesn't need it.
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.
- 9d ago First seen · 42 lines · 0 tokens per session scan A 88e39a4d6a2a
organize-by-format is a command published in the GitHub repository danielrosehill/Claude-Image-Production-Plugin (16 stars, last pushed 22d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 508 tokens. 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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