junjo-local-development

junjo-local-development is a skill for Claude Code, Codex from mdrideout/junjo. It costs 41 tokens per session (354 once invoked), scanned A, original, Apache-2.0.

A guide for preparing and checking Junjo AI Studio on a local computer. It covers the Studio app, its software development kits, and end-to-end tests, which test complete workflows.

In plain words
What is it for?
Use it to create local accounts and credentials through the app's APIs, prepare example environments, restart or reset the local stack, and validate it with tests.
Why use it?
It gives a defined local setup and reset process without relying on manual database edits or accidentally reusing test credentials.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/mdrideout/junjo/junjo-local-development
Any agent
npx skills add mdrideout/junjo --skill junjo-local-development
Clone the repo
git clone --depth 1 https://github.com/mdrideout/junjo

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 junjo-local-development

README.md
[![agentmods](https://agentmods.dev/badge/skills/mdrideout/junjo/junjo-local-development.svg)](https://agentmods.dev/skills/mdrideout/junjo/junjo-local-development)
Your own site
<a href="https://agentmods.dev/skills/mdrideout/junjo/junjo-local-development"><img src="https://agentmods.dev/badge/skills/mdrideout/junjo/junjo-local-development.svg" alt="Measured on agentmods" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 354 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00041 $0.00354
Opus 5 $0.00020 $0.00177
Sonnet 5 $0.00008 $0.00071
Haiku 4.5 $0.00004 $0.00035

Measured 3d ago against content hash 50b9a253200d, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

junjo-local-development 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 3d 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.

.agents/skills/junjo-local-development/SKILL.md · 40 lines

What it actually says

Junjo Local Development

Owners

  • Read apps/studio/TESTING.md for the greenfield reset, local identity, credential provisioning, and validation workflow.
  • Read the selected example's README and .env.example for its runtime and configuration contract.
  • Use tooling/scripts/provision_local_studio.py to prepare persistent local Studio credentials and ignored example environments.

Required boundaries

  • Create the local owner and credentials only through Studio's public setup, session, and management APIs.
  • Never edit SQLite, add migration or startup seeds, commit generated credentials, or copy local .env files into deployment artifacts.
  • Use persistent provisioned credentials for local human or coding-agent iteration. Keep automated validators isolated with disposable credentials that they create and remove themselves.
  • Treat apps/studio/TESTING.md and the example-owned files as sources of truth. Do not reproduce their endpoint, credential, or environment details in new agent guidance.

Workflow

  1. Identify whether the task needs an ordinary restart or an explicitly authorized greenfield reset.
  2. Follow the Studio testing runbook to configure and start the development stack.
  3. Run the local provisioner before starting examples or evaluation commands.
  4. Follow the selected example's own run and validation instructions.
  5. Keep production deployment work in its owning deployment workflow; the local provisioner must never be used against production or a remote Studio.
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. 3d ago First seen · 40 lines · 41 tokens per session scan A 50b9a253200d

Subscribe to this mod's changes

junjo-local-development is a skill published in the GitHub repository mdrideout/junjo (20 stars, last pushed 3d ago), licensed Apache-2.0. It adds 41 tokens to every session and 354 once invoked, about $0.0002 per session on Opus 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 2026-08-30.

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