From8 specific workflowsselect the current task. Detailed steps and parameters are inrecipes.json, and actual method observations are incommand evidence，GitHub sourcerecords workflow facts and licensing; the main text and examples are original adaptations and do not copy external scripts.
Same session and standalone CLI
When the embedded editor is already open, use that MCP session, wait for editor_status to be ready, read the host schema, then call command_run {"id":"方法ID","params":{…}}; do not run the CLI on another file and then claim the view is synchronized. For each step, choose execution based on the current input and returned object, save the source project and exported files, and reopen them for inspection.
CLI：lightcraft-cli run --library <专用库> --import input.png --script steps.jsonl; each line of JSONL is{"command":"方法ID","params":{…}}. Put operations in the same batch into the same run; settings are saved with the library; when reopening the same library, usedevelop.getto verify. If an existing desktop session occupies the library, connect to that session instead of opening another headless one to compete.
This plugin's Web bridge and native library are separate. First readdevelop.controls/develop.getto confirm the currently supported controlId; nativeapp.exportcapabilities such as disk paths, TIFF, and contact sheets cannot be directly treated as already supported by the Web bridge. When MCP does not support a command, report it clearly; it may be completed via an authorized standalone CLI path, but you cannot claim the host view is synchronized. JPEG/PNG tests cannot prove that any camera RAW is decoded correctly.
Execution boundaries
Each example is an independent task. Initialization, new imports, and example sets cannot be unconditionally applied to existing projects. Use new names for output paths and keep original files unchanged. Real content must be viewed in the original/final images to confirm that skin tones, neutral colors, subjects, and details suit the purpose. Structured assertions apply only to embedded synthetic input and do not replace acceptance of real material results.
Skill store scenario experience
When encountering white balance correction grouped by lighting, technical correction before style, or filtering batch exceptions with contact sheets, readstore workflow adaptation, and use the corresponding Craft method and actual result checks. Upstream skills are not runtime dependencies.
main development candidate
When you need contact proof PDFs, mask effect templates, or slideshow export, first readmain workflow and complete parameter entry. When the Web has no live directory, read fixed main parameters on demand; do not infer all frontend availability from the native directory.
Edit branches and curve migration
New standalone skills:lightcraft-virtual-copy-review(independent copy review sharing the original image),lightcraft-named-version-restore(named baseline trial adjustment recovery),lightcraft-tone-curve-transfer(migrate only the toneCurve group, preserving exposure and crop). Standalone installation:npx skills add full-aigc-skills/lightcraft-skills --skill 对应技能名. This batch is a development candidate and has not yet been released with a new marketplace version; CLI verification does not mean the Web and host support it synchronously.