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ai-keywords-lightroom: Instructions file for Claude Code

CLAUDE.md

ai-keywords-lightroom CLAUDE.md is an instructions file for Claude Code from gibbonsr4/ai-keywords-lightroom. It costs 3,106 tokens per session, scanned A, original, MIT.

A macOS-only Lightroom Classic plugin that creates searchable photo keywords using local Ollama vision models or cloud services from Claude, OpenAI, or Gemini.

In plain words
What is it for?
Use it to generate and apply keywords, configure an AI provider, check Ollama, compare 2–5 models on one photo, and manage the plugin's Lightroom settings.
Why use it?
It reduces the manual work of describing and tagging photos and lets you compare several AI models on the same image without saving those comparison results.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: positional $N argument.

This is gibbonsr4/ai-keywords-lightroom's own configuration. It tells Claude Code how to work on ai-keywords-lightroom itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ai-keywords-lightroom configures →

not rated 5repo 5mo ago A scan 3,106 tokens original MIT
View source ↗ gibbonsr4/ai-keywords-lightroom
Reuse

Borrowing it

Nothing to install: this file belongs to gibbonsr4/ai-keywords-lightroom. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/gibbonsr4/ai-keywords-lightroom/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/gibbonsr4/ai-keywords-lightroom

Made for: Claude Code.

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Per session 3,106 This file is loaded in full into every session.
When invoked 3,106 The same file — it is already loaded in full.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.03106 $0.03106
Opus 5.5 $0.01242 $0.01242
Sonnet 5.5 $0.00621 $0.00621
Haiku 4.5 $0.00311 $0.00311

Measured 2mo ago against content hash bd7507150ca0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-keywords-lightroom CLAUDE.md scanned grade A with 1 finding 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 2mo 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

2. For each photo: render temp JPEG via LrExportSession → base64 encode → send to AI provider (Ollama/Claude/OpenAI/Gemini) via curl → parse comma-separated keywords → write to LR catalog
CLAUDE.md · 135 lines

How it starts

The opening of the file, as written. The whole thing — 135 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AI Keywords — Lightroom Classic Plugin

Project Overview

A macOS-only Lightroom Classic plugin that generates and applies searchable keywords to photos using local Ollama vision models or cloud APIs (Claude, OpenAI, Gemini). Built in Lua using the LR SDK.

File Structure

  • Info.lua — LR plugin manifest, menu items, version
  • Prefs.lua — Preference defaults and getPrefs() loader. Pure data, no UI, no side effects. Safe to dofile() from any module.
  • AIEngine.lua — Shared AI inference engine. Image rendering, API calls (Ollama + Claude + OpenAI + Gemini), keyword parsing, Ollama status checks, cloud model lists. Used by GenerateKeywords.lua, CompareModels.lua, and Config.lua.
  • Config.lua — Settings dialog UI using f:tab_view for provider selection. Invoked via Library > Plugin Extras > Settings…
  • GenerateKeywords.lua — Main keyword generation logic. Invoked via Library > Plugin Extras > Generate AI Keywords.
  • CompareModels.lua — Model comparison tool. Runs 2–5 models on one photo without saving keywords. Invoked via Library > Plugin Extras > Compare Models.
  • dkjson.lua — Bundled JSON library (LR SDK has no built-in JSON)
  • README.md — User documentation
  • ROADMAP.md — Feature roadmap referencing GitHub Issues

Architecture

  1. User selects photos in LR Library, runs "Generate AI Keywords"
  2. For each photo: render temp JPEG via LrExportSession → base64 encode → send to AI provider (Ollama/Claude/OpenAI/Gemini) via curl → parse comma-separated keywords → write to LR catalog
  3. Folder context (folder path hints, GPS coordinates) prepended to prompt for location awareness
  4. Folder aliases expand abbreviations (e.g. DR → Dominican Republic)
  5. Parent keyword option nests all AI keywords under a container keyword

Key Technical Decisions

  • LrExportSession replaces sips for image rendering — handles all formats LR can open (RAW, HEIC, etc.)
  • curl via LrTasks.execute() for HTTP — LrHttp was unreliable for localhost connections
  • LrTasks.pcall (not standard pcall) wraps catalog writes — Lua 5.1 can't yield across C boundaries
  • withWriteAccessDo { timeout = 10 } for catalog lock contention
  • CSV output format from models (not JSON) — battle-tested, simpler prompts, better for Haiku
  • f:tab_view for provider selection — each provider in its own tab, value bound to provider prop
  • GPS toggle (useGPS) — allows users to disable GPS coordinate context for privacy
  • Cloud model lists defined once in AIEngine.lua, shared by Config.lua (dropdowns) and CompareModels.lua (checkboxes)
  • Folder aliases accept semicolons, commas, and newlines as delimiters

Read the full file on GitHub · 135 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. 2mo ago First seen · 135 lines · 3,106 tokens per session scan A bd7507150ca0

Subscribe to this mod's changes

ai-keywords-lightroom CLAUDE.md is an instructions file published in the GitHub repository gibbonsr4/ai-keywords-lightroom (5 stars, last pushed 5mo ago), licensed MIT. It adds 3,106 tokens to every session, about $0.0124 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Creative and mediaaikeywordslightroommacosollamaphotography
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