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Agent skill

Adobe Local Dev Loop

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Build a repeatable local loop for Adobe adapters using synthetic contracts before any remote Runtime or product call.

MITAuto-check: notesDevelopment

Install Adobe Local Dev Loop

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill adobe-local-dev-loop -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace adobe-local-dev-loop --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/adobe-local-dev-loop .claude/skills/adobe-local-dev-loop && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
adobe-local-dev-loop
GitHub stars
2.8k
Token cost
~1k tokens
SKILL.md length
452 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Build a repeatable local loop for Adobe adapters using synthetic contracts before any remote Runtime or product call.

  • Works in 6 steps: Inventory the adapter, SDK locks, App… → Define typed request, response,… → Create synthetic fixtures for success,… → …
  • Debugging locally
  • SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Adobe Local Dev Loop is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build a repeatable local loop for Adobe adapters using synthetic contracts before any remote Runtime or product call. Use when implementing or debugging locally. Trigger with "develop Adobe integration locally", "mock Adobe API", or "aio app dev".

Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval

It sits in Development. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Debugging locally
  • With develop Adobe integration locally

Example prompts

  • “develop Adobe integration locally”
  • “mock Adobe API”
  • “aio app dev”
  • “/adobe-local-dev-loop”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Inventory the adapter, SDK locks, App Builder configuration, fixtures, and current local-mode assumptions.
  2. Define typed request, response, async-status, error, throttling, and redaction contracts from current docs.
  3. Create synthetic fixtures for success, additive fields, malformed data, 401/403, 429, 5xx, and ambiguous completion.
  4. Run unit and contract tests with network access disabled and secret canaries enabled.
  5. If App Builder is used, exercise aio app dev and a separately approved aio app run path where Runtime fidelity matters.
  6. Record mode differences, cleanup remote test artifacts, and keep only sanitized deterministic fixtures.

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Glob
    • Grep
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval

    From compatibility in the SKILL.md frontmatter.

Context cost

Adobe Local Dev Loop loads about 1k tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 67 tokens; SKILL.md has 452 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~67
When it runs · the whole SKILL.md, loaded when a task matches
~1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteMentions a .env fileSKILL.md:33
    ic data and non-production aliases. Keep .env and .aio out of version control; pass configured values to actions rather

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 452 words, ~1,031 tokens.

Download SKILL.mdSave it as .claude/skills/adobe-local-dev-loop/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
adobe-local-dev-loop
description
Build a repeatable local loop for Adobe adapters using synthetic contracts before any remote Runtime or product call. Use when implementing or debugging locally. Trigger with "develop Adobe integration locally", "mock Adobe API", or "aio app dev".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval
argument-hint
<repository> <service> <feature>
version
1.8.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, adobe, development
model
inherit
effort
high

Adobe Isolated Development Loop

Overview

Build a repeatable local loop for Adobe adapters using synthetic contracts before any remote Runtime or product call. This workflow produces a reviewable artifact and evidence before any live side effect.

Prerequisites

  • Current first-party Adobe documentation for every selected service, API version, auth flow, limit, and lifecycle.
  • Named product, identity, security, data, budget, release, and operations owners appropriate to the scope.
  • Synthetic or approved non-production fixtures with secret and content canaries.

Current Contract

App Builder local modes differ: aio app dev runs actions locally and lacks activation records and some Runtime-only storage capabilities; aio app run uses remote Runtime actions with local UI. Offline fixtures must cover both product responses and those environment differences. Recheck the dated evidence map before relying on mutable product behavior.

Authentication

Use synthetic data and non-production aliases. Keep .env and .aio out of version control; pass configured values to actions rather than assuming local environment variables exist in deployed Runtime.

Instructions

  1. Inventory the adapter, SDK locks, App Builder configuration, fixtures, and current local-mode assumptions.
  2. Define typed request, response, async-status, error, throttling, and redaction contracts from current docs.
  3. Create synthetic fixtures for success, additive fields, malformed data, 401/403, 429, 5xx, and ambiguous completion.
  4. Run unit and contract tests with network access disabled and secret canaries enabled.
  5. If App Builder is used, exercise aio app dev and a separately approved aio app run path where Runtime fidelity matters.
  6. Record mode differences, cleanup remote test artifacts, and keep only sanitized deterministic fixtures.
Show full SKILL.md (197 more words)Show less

Tool Discipline

Use Read, Glob, and Grep to inspect current documentation, configuration, code, fixtures, and evidence. Use Write and Edit only for approved repository artifacts. Skill invocation alone does not authorize network access, credentials, Adobe content, consent, uploads, generation, spend, deployment, registration changes, replay, cancellation, or deletion.

Approval Boundaries

Require sandbox-owner approval for remote Runtime or Adobe API calls and separate approval for uploads, generation, writes, or deletion.

Error Handling

  • Fail if a production hostname, organization, credential, or asset enters a fixture.
  • Do not snapshot signed URLs or document/image bytes into source control.
  • Treat locally unsupported State or Files behavior as unknown until remote testing.

Output

Return the client seam, fixture manifest, commands, secret scan, local/remote matrix, cleanup, and remaining unknowns. Mark assumptions, observed environment behavior, owners, evidence dates, and unresolved gaps explicitly.

Examples

  • Replay a 429 with and without Retry-After.
  • Prove aio app dev limitations are not represented as production behavior.

Validation

Exercise and record expected and observed results for:

  • offline success
  • additive field
  • auth denial
  • 429
  • Runtime-only feature
  • secret canary

Resources

  • Current first-party evidence map — recheck dated Adobe sources before execution.
  • Treat observed tenant or product behavior as environment-specific evidence, never a universal Adobe guarantee.

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/.curated/adobe-local-dev-loop of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

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PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Code Review ChecklistshareAI-lab/learn-claude-code78k4 repos~1.1kAutomated safety check: PassMIT

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Categories

Questions about Adobe Local Dev Loop

What does Adobe Local Dev Loop do?

Build a repeatable local loop for Adobe adapters using synthetic contracts before any remote Runtime or product call. Adobe Local Dev Loop is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build a repeatable local loop for Adobe adapters using synthetic contracts before any remote Runtime or product call.

When should I use Adobe Local Dev Loop?

Adobe Local Dev Loop fits situations like: debugging locally; with develop Adobe integration locally.

How do I install Adobe Local Dev Loop in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill adobe-local-dev-loop -a claude-code`. Or copy the skill folder (skills/.curated/adobe-local-dev-loop in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/adobe-local-dev-loop in your project. Claude Code loads it when a task matches its description.

How do I install Adobe Local Dev Loop in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill adobe-local-dev-loop -a codex`. Or copy the skill folder (skills/.curated/adobe-local-dev-loop in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/adobe-local-dev-loop in your project. Codex loads it when a task matches its description.

Can I use Adobe Local Dev Loop in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill adobe-local-dev-loop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/adobe-local-dev-loop, .gemini/skills/adobe-local-dev-loop, .github/skills/adobe-local-dev-loop and .opencode/skills/adobe-local-dev-loop in your project.

What does Adobe Local Dev Loop need to run?

SKILL.md names no scripts, command-line tools or credentials: Adobe Local Dev Loop is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live Adobe actions require network access, appropriate entitlement and authentication, and explicit approval.

Does Adobe Local Dev Loop access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Adobe Local Dev Loop safe to install?

Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Adobe Local Dev Loop use?

Adobe Local Dev Loop is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Adobe Local Dev Loop use?

About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 796 tokens, read only when the agent opens those files.

What are the alternatives to Adobe Local Dev Loop?

Skills that share tags, products or a category with Adobe Local Dev Loop: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Adobe Local Dev Loop?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.