Produces a priority-ordered photo editing sequence covering white balance, exposure, highlight/shadow recovery, color grading, local adjustments, sharpening, and export settings for the intended output medium. Applicable to any RAW processor or photo editor.
SkillScore50Maintained
Automatic
◆Marketing & Content pack
Last verified 9/25/2026
What it changes
Passed 11 of 22 test cases with the skill, and 4 of 22 without it.
Without skill18%
With skill50%
Checks it passed that the model alone missed
Recommends capture sharpening radius between 0.8 and 1.0.
Restricts split toning highlight saturation to 20 or below.
Includes the metadata header specifying image context fields.
and 9 more in the full report
8 fixed3 passed either way10 still failing1 broke
Pass-rate lift
+32 pp
Tokens
+351%
Agent turns
0%
Response time
+1%
Model gemini-3.6-flashMeasured 9/25/2026v111 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 8
Prompt
I shot an outdoor sunset engagement portrait session in RAW format and need a complete, structured post-processing workflow to reach a warm cinematic look. Please lay out the editing steps in logical sequence—covering initial white balance, exposure and dynamic range adjustments, protective skin tone color grading, local subject masking, noise reduction, and final capture sharpening. Finish with an export parameter table comparing social media and high-res client web delivery settings, alongside rationales for key creative decisions.
What was checked, without and with the skill
Checked
Without skill
With skill
Includes the required metadata section with contextual image fields.
Missed
Passed
Structures the workflow steps ending with Step 7 Export.
Passed
Passed
Includes the Key Decisions and Rationale section.
Passed
Passed
case-01 · gemini-3.6-flash · 9/25/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md410 linessingle file
Photo Editing Workflow
When to Use
Use this skill when the user:
Asks how to edit, post-process, retouch, or develop a photograph from RAW or JPEG format
Wants a step-by-step editing sequence for a specific genre -- portrait, landscape, product, wedding, street, food, architecture, real estate, or fine art
Needs guidance on color correction, white balance calibration, tone mapping, or exposure balancing
Asks about exporting photos for a specific output medium -- Instagram, print-on-demand, gallery fine art print, e-commerce product listing, client delivery, or stock photography submission
Wants to build a repeatable editing workflow for batch consistency across an entire shoot or client project
Asks about color grading techniques such as teal-and-orange, matte film look, cross-processing, or cinematic grade
Needs help recovering a technically flawed image -- overexposed, underexposed, severe color cast, motion blur, or high ISO noise
Asks about output sharpening strategies, noise reduction thresholds, or print-vs-screen color space decisions
Do NOT use this skill when:
The user needs pre-shoot camera settings, metering, or ISO/aperture/shutter strategy -- use exposure-triangle
The user needs audio post-production, podcast mixing, or music mastering -- use audio-editing-guide
The user is writing a video script, assembling a film, or editing video footage -- use video-script-writing
The user is asking about prompt engineering for AI-generated images -- this workflow applies to photography, not generative outputs
The user is asking about graphic design, typography, or illustration composition -- these require a design layout skill, not a photo editing workflow
The user is asking about scanning film negatives or slide digitization -- film scanning has its own density, grain, and profile workflow that diverges significantly from digital RAW processing
Process
Step 1: Gather Editing Context Before Making Any Recommendation
Before prescribing a single adjustment, collect the following information. Every workflow decision -- from white balance method to export sharpening -- changes based on these inputs. Do not assume defaults.
Photo genre: Portrait (studio, outdoor, golden hour, environmental), landscape (golden hour, blue hour, midday, night), product (e-commerce, lifestyle), event (wedding, concert, sports), architectural, food, street, or fine art
File format: RAW (any variant -- CR2, CR3, NEF, ARW, RAF, DNG, RW2) or JPEG. This is the single most important technical constraint -- RAW affords 3-5 stops of recovery latitude; JPEG affords approximately 0.5-1 stop. Never promise the same recovery capability for both.
Capture conditions: Lighting type (natural daylight, golden/blue hour, overcast, mixed indoor-outdoor, flash, continuous LED, fluorescent, sodium vapor), time of day, and whether the scene has high dynamic range (bright sky + dark foreground, windows in interior shots)
Desired look: True-to-life/documentary, warm and film-like, cool and clean, high-contrast dramatic, matte/faded/film emulation, desaturated editorial, cinematic teal-and-orange, or client-defined reference
Output medium: Web/social media, Instagram (feed, Reels cover, Stories), client delivery, stock photography platform, print at a specific size and substrate (glossy, matte, metallic, canvas, fine art cotton rag), portfolio website, e-commerce product listing
Batch or single: One hero image or a shoot of 200+ frames requiring consistent look. Batch work changes the strategy -- per-image perfection is sacrificed for cohesion.
Intended display brightness: Instagram and web content is often viewed on bright phone screens. Print is viewed under reflected light. Calibrated monitor work is viewed under D50 or D65 standardized conditions. A photo that looks perfect on an uncalibrated laptop will print too dark.
Generate, edit, and extend videos with xAI's grok-imagine-video model. Use when the user wants to create a video from text, animate a still image, build a reference-driven video (virtual try-on, character consistency), edit an existing video, or extend one. Asynchronous — the script handles polling.