ClaudSkills / Engineering / cloud-platforms

Firefly Batch Pipeline

Q: What is a Claude Code skill and how does the Firefly Batch Pipeline skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Firefly Batch Pipeline is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Engineering · Sub-category: cloud-platforms · Last updated: 2026-08-11

cloud:fly

The end-to-end production reference architecture for high-volume generative campaign workloads on Adobe Firefly Services — SQS-fronted intake, Lambda worker pool with per-credential token-bucket pacing, Step Functions orchestration for multi-stage PSD composition, DynamoDB job state, S3 result persistence, DLQ replay, and webhook-driven customer notification. Use whenever the user mentions "batch pipeline", "campaign at scale", "thousands of images per day", "generative pipeline", "campaign assembler", "asset factory", "production-grade pipeline", or designs a system that combines Firefly generation with Photoshop composition at volume. Stitches `firefly-services-rate-limits` and `photoshop-api-composition` into a single deployable blueprint.

Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Firefly Batch Pipeline includes pricing or quota commentary; at least one code block. At roughly 2,048 words the SKILL.md is on the longer end of the catalog distribution.

Original author: Focus-GTS
Indexed lastmod: 2026-08-11
Catalog position: Engineering · cloud-platforms
Indexed related skills: 10

How Firefly Batch Pipeline fits the catalog

Firefly Batch Pipeline sits in the Engineering category under the cloud-platforms sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

The complete deployable blueprint for production-scale generative campaign workloads. This skill stitches together the rate-limit layer (firefly-services-rate-limits) and the multi-stage composition layer (photoshop-api-composition) into a single architecture that an FDE engagement can stand up in two-to-three weeks and run for years.

What this skill does

Firefly Batch Pipeline is a community-contributed Claude Code skill in the cloud-platforms sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/firefly-batch-pipeline/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use whenever the user mentions "batch pipeline", "campaign at scale", "thousands of images per day", "generative pipeline", "campaign assembler", "asset factory", "production-grade pipeline", or designs a system that combines Firefly generation with Photoshop composition at volume. Stitches `firefly-services-rate-limits` and `photoshop-api-composition` into a single deployable blueprint.

Who uses this skill

The Firefly Batch Pipeline Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 188,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/firefly-batch-pipeline
curl -L https://claudskills.com/skills/firefly-batch-pipeline/SKILL.md \
  -o ~/.claude/skills/firefly-batch-pipeline/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/firefly-batch-pipeline/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/firefly-batch-pipeline/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\firefly-batch-pipeline\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Firefly Batch Pipeline Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/firefly-batch-pipeline/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Firefly Batch Pipeline skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Firefly Batch Pipeline skill?

Use Firefly Batch Pipeline when your Claude Code task falls under the Engineering category — specifically in the cloud platforms area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Firefly Batch Pipeline" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Firefly Batch Pipeline skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Firefly Batch Pipeline is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/Focus-GTS/firefly-services-skills/blob/HEAD/plugins/firefly-services/skills/firefly-batch-pipeline/SKILL.md
Author: Focus-GTS

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

Focus-GTS. (2026). Firefly Batch Pipeline [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/firefly-batch-pipeline/

BibTeX

@misc{firefly-batch-pipeline-2026,
  author    = {Focus-GTS},
  title     = {Firefly Batch Pipeline [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/firefly-batch-pipeline/}
}

Embed this skill

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Badge

[![ClaudSkills](https://claudskills.com/badge/firefly-batch-pipeline.svg)](https://claudskills.com/skills/firefly-batch-pipeline/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-08-22 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/firefly-batch-pipeline/#security)

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Browse all Engineering skills → Top 100 skills

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