Conceptual Photography Plan Agent Skill

Create, screen, and validate original conceptual photography from a specified element, theme, or source image.

Context cost
23.6k tokensestimated from the bundle, loaded when it triggers
Bundle
7 files · 94.2 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Create, screen, and validate original conceptual photography from a specified element, theme, or source image. Use for generating distinct concepts, analyzing references without imitation, routing source images as object anchors, scene bases, edit targets, or style references, and auditing physical logic, visual readability, and originality. Generate corresponding images when the host provides an image-generation capability; otherwise deliver production-ready prompts without claiming an image was created.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

design
Filed under

Design & Media

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md26.7 kB · preview
--- name: conceptual-photography-plan ---
6# Conceptual Photography Plan
7
8## Goal
9
10Create conceptual photography that can be explained in one sentence, remains understandable when the explanation is hidden, and could be physically built in the real world. Let the surrealism exist in only one relationship; keep every other person, environment, material, light source, and mechanical structure realistic.
11
12Prefer a relation that feels discovered rather than engineered: **familiar object × native action or material behavior × exact position × minimal alteration**. Find a natural visual coincidence first, then decide how to photograph it; do not begin with spectacle and force an object to perform the concept.
13
14Use this as the non-negotiable success chain: **original object identity → real connection or action → visible functional result**. Strong styling cannot rescue a missing link.
15
16## Default Delivery Constraints
17
18- Use a vertical 3:4, full-bleed frame with no white border or rounded corners; override these defaults when the user specifies otherwise.
19- Use photorealistic photographic language. Favor real-life settings and natural light for action-based concepts; favor clean studio photography or a credible everyday environment for wearable concepts.
20- Remove the AI-generated look in both prompting and output review: preserve real skin texture and material micro-imperfections, natural incomplete asymmetry, credible contact shadows, restrained depth of field and grading, and one motivated primary light. Reject plastic skin, CG highlights, excessive beige “premium” styling, floating contact, regular cloned repetition, fake blur, and unmotivated cinematic light.
21- Keep only one anomalous relationship in each image. Do not add explanatory text, arrows, labels, magical light effects, or a second metaphor.
22- Any person shown must be clearly adult, naturally attractive, and non-sexualized. The person supports the concept and must not overpower the subject.
23- By default, every invocation delivers a screened concept description and, when the host has an image-generation capability, its corresponding generated image. Do not require a separate request to generate the image.
24- Before promising image output, inspect the capabilities actually available in the host. Use an available image-generation or image-editing tool and follow its own instructions. Do not assume a tool name, connector, plugin, model, or API exists.
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md3,974 words
Files7
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈140
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
23,410
on trigger
The instruction body and 6 supporting files, read only when the skill fires.
11.8%
of a 200k window
Ten skills this size would not fit in the window together.
050k100k150k200k context window

23.6k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

7 files, 94.2 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in. 8 files of its source are not in the download — listed after these, with why.

  • SKILL.md26.7 kB
  • README.md12.7 kB
  • README.zh-CN.md10.9 kB
  • agents/openai.yaml0.3 kB
  • references/calibration.md15.3 kB
  • references/logic-audit.md15.7 kB
  • references/prompt-patterns.md12.6 kB

Not in the download

Not carried is a type a skill download does not hold. Take them from its source.

  • assets/examples/apple-corkscrew.pngnot carried
  • assets/examples/blind-skirt.pngnot carried
  • assets/examples/cassette-ponytail.pngnot carried
  • assets/examples/eyebrow-lawn.pngnot carried
  • assets/examples/sharpen-candle.pngnot carried
  • assets/examples/tear-wiper.pngnot carried
  • dist/conceptual-photography-plan-final.zipnot carried
  • dist/conceptual-photography-plan-universal.zipnot carried
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the download is 7 files — not the whole of its source: 8 files are left out. They are listed under the files, with why.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Conceptual Photography Plan · 23.6k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/conceptual-photography-plan/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/conceptual-photography-plan" ] && { [ ! -e .claude/skills/conceptual-photography-plan ] || { mv .claude/skills/conceptual-photography-plan "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/conceptual-photography-plan" .claude/skills/ && echo "Installed .claude/skills/conceptual-photography-plan"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add natsany/conceptual-photography-plan

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/conceptual-photography-plan/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/conceptual-photography-plan/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/conceptual-photography-plan" ] && { [ ! -e ~/.claude/skills/conceptual-photography-plan ] || { mv ~/.claude/skills/conceptual-photography-plan "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/conceptual-photography-plan" ~/.claude/skills/ && echo "Installed ~/.claude/skills/conceptual-photography-plan" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/conceptual-photography-plan/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. Not in this download: 8 files of its source (the full list, and why). Take them from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencenatsany/conceptual-photography-plan

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Who wrote it

NA
natsany

Publishes on mcprush.

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