character-pipeline

character-pipeline is a skill for Claude Code, Codex from palmier-io/palmier-skills. It costs 104 tokens per session (1,414 once invoked), scanned A, original, Apache-2.0.

A still-image workflow for keeping the same person's appearance consistent across character images, angle sheets, backgrounds, and scene compositions.

In plain words
What is it for?
It helps create reusable character references, multi-angle views, environment backgrounds, and scenes that place the character into those environments.
Why use it?
It reduces changes in a character's face or appearance when creating several related still images.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It helps create reusable character references, multi-angle views, environment backgrounds, and scenes that place the character into those environments.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/palmier-io/palmier-skills/character-pipeline
Install

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.

Any agent
npx skills add palmier-io/palmier-skills --skill character-pipeline
Clone the repo
git clone --depth 1 https://github.com/palmier-io/palmier-skills

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for character-pipeline

README.md
[![agentmods](https://agentmods.dev/badge/skills/palmier-io/palmier-skills/character-pipeline/github.svg)](https://agentmods.dev/skills/palmier-io/palmier-skills/character-pipeline)
Your own site
<a href="https://agentmods.dev/skills/palmier-io/palmier-skills/character-pipeline"><img src="https://agentmods.dev/badge/skills/palmier-io/palmier-skills/character-pipeline/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.

agentmods 80×15 button for character-pipeline

Your own site · 80×15
<a href="https://agentmods.dev/skills/palmier-io/palmier-skills/character-pipeline"><img src="https://agentmods.dev/badge/skills/palmier-io/palmier-skills/character-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 104 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,414 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00104 $0.01414
Opus 5.5 $0.00042 $0.00566
Sonnet 5.5 $0.00021 $0.00283
Haiku 4.5 $0.00010 $0.00141

Measured 2mo ago against content hash 41851000b41a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

character-pipeline 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 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.

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.

skills/character-pipeline/SKILL.md · 136 lines

How it starts

The opening of the file, as written. The whole thing — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Character Pipeline

This skill is stills-only. It builds reusable identity assets so the same person holds across plates and composites. If the user wants motion after that, hand off the approved scene still + sheets to video-prompting / cinematic-motion — do not own generate_video here.

Pipeline (hard order)

1. Hero still          generate_image (or import_media / user photo)
2. Multi-angle sheet   generate_image with referenceMediaRefs = [hero]
                       bust sheet default; optional full-body turnaround
3. Environment plate   generate_image — empty set, locked camera/light
4. Scene placement     generate_image: env plate + sheet (+ optional wardrobe)
5. Fidelity close-up   optional generate_image or capture_frame from the scene still

Do not skip to scene placement without an approved sheet. Reroll stills until lighting and identity pass.

Session gates

  • get_timeline → canGenerate
  • list_models({ type: "image" })
  • Propose each paid generation; wait for confirmation
  • Folders e.g. Character/Hero, Character/Sheets, Character/Scenes

Model picks

Confirm via list_models:

Step Prefer
Hero / sheet / env / scene grok-imagine, gpt-image-2, or seedream-v5-pro (photoreal trio)

Prefer gpt-image-2 / seedream-v5-pro for any step that needs referenceMediaRefs if the current Grok build rejects refs. Trust each model's aspect/resolution enums from list_models.

Step 1 — Hero still

Clear identity plate. Prefer candid editorial over beauty-retouch.

Include: age/skin/hair/eyes/expression; simple stable wardrobe; repeatable light; skin texture preserved (pores — no smoothing).

Avoid: unrepeatable glam grade; extreme pose that fights the sheet; busy BG that leaks into identity.

If the user supplies a photo, import_media and skip generation.

Step 2 — Character sheet

generate_image with referenceMediaRefs: [heroMediaRef].

Head / bust sheet (default — identity lock)

Read the full file on GitHub · 136 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 · 136 lines · 104 tokens per session scan A 41851000b41a

Subscribe to this mod's changes

character-pipeline is a skill published in the GitHub repository palmier-io/palmier-skills (83 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 104 tokens to every session and 1,414 once invoked, about $0.0004 per session on Opus 5.5. 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 2026-09-03.

Related

character-pipeline compared with skills from other repositories

character-pipeline next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
character-pipelinepalmier-io/palmier-skillsSkill832mo agoApache-2.0A104Claude Code, Codex
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code