jev

SkillAI & models

Sets up, checks or changes the optional Jev judge, the TypeSafe decision model that ship-check asks about review findings (is this real harm, is a small one worth fixing now, what proof does a small fix need). Shows whether it is on for each repo, which key it uses, switches it on or off, and sends one test request. Runs only when the user types it.

Use jev in Claude, ChatGPT or Ahel Desktop

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Also: Claude Code · Cursor · Codex

Then ask your AI: use the jev skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

What this skill tells your AI

The instructions your AI receives, as published by joetawil7/first-pass in skills/jev/SKILL.md and read by Ahel’s review.

Jev is TypeSafe's decision model: it picks one option from a list and says how sure it is. With the Claude Code plugin, ship-check can ask it three things about a review's findings:

  • harm: does this finding do real harm (money, data, a side effect done twice or sent wrong, security, legal, a crash, stuck work, or the change not doing its job)? Jev can make a finding real harm. It can never clear one the review named, and an answer below its confidence floor, or any failure, leaves the call to the rules.
  • priority: for the list of smaller findings, which to recommend fixing now.
  • proof: for a small fix the user picked, the least proof it needs (the repo's checks only, a unit test, a test against the real database or service, or a browser test). A real-harm fix always gets the full proof.

Without the judge, the rules make each call as written. Nothing here is needed to use first-pass.

What leaves the machine

For each finding asked about: its scenario, its worst case, who meets it and, for proof, the fix in one line, after secrets, emails and phone numbers are blanked. They go to TypeSafe's API (https://api.typesafe.ai/v1/systemone) with the key. TypeSafe charges per word sent; check the current price on its models page (https://docs.typesafe.ai/models) before telling the user a number. Its data terms: https://docs.typesafe.ai/legal.

1. Where it stands

For the current folder, and for one repo of each group the user keeps apart (two companies with separate accounts):

node "${CLAUDE_SKILL_DIR}/../../scripts/cli.mjs" jev status <repo>

It prints on or off, why, where the key comes from (a variable name and a file, never the key) and the config file's path.

2. What the user wants

From what they typed (nothing: show the status and ask; "off" or "on": do that), or ask in one message:

  • Do they have a Jev API key? If not, say where one comes from (TypeSafe's console, https://console.typesafe.ai/keys) and stop.
  • Where is it set? The name of the variable that holds it, and whether it is in the environment or in an env file (the file's path; it must be one git ignores). Never ask for the key itself; if one is pasted, don't repeat it, and say it should be rotated.
  • For which repos? One key for everything, or a key per group of repos when they belong to separate accounts (then every group is named, and a repo no entry names has the judge off).

3. Write the config

The config file is the path jev status printed (first-pass/jev.json in the Claude Code config folder, ~/.claude unless CLAUDE_CONFIG_DIR says otherwise). Read it first if it exists and change only what the user asked:

One key for everything:

{ "keys": [{ "env": "TYPESAFE_API_KEY" }] }

A key per account:

{
  "keys": [
    { "env": "COMPANY_A_TYPESAFE_API_KEY", "file": "/abs/path/company-a/.env.local", "repos": ["/abs/path/company-a", "/abs/path/company-a-site"] },
    { "env": "COMPANY_B_TYPESAFE_API_KEY", "repos": ["/abs/path/company-b"] }
  ]
}
  • env: the variable's name. It is read from the environment first, then from file.
  • file: optional, an env file holding NAME=value.
  • repos: absolute paths. The deepest one that holds the folder wins, and a checkout of a named repo elsewhere (a worktree, a clean checkout in the temp folder) counts as that repo, even inside a folder named for another key. An entry without repos covers every folder, and is allowed only as the only entry: with separate accounts, a folder no entry names has the judge off, never another account's key.
  • With separate accounts, name each repo's own folder. Never name a folder that also holds another account's repos (the main folder above them all, say): a named folder covers every folder inside it, new repos included, so a repo cloned there later would get that key.
  • "off": true switches the judge off everywhere and keeps the rest. "model" pins a version (default jev-latest); pin one when you have tuned against it.
  • "url": only to send somewhere other than TypeSafe's endpoint (https, or this machine for a test server); jev status then shows it. Leave it out otherwise, and remove one the user did not ask for.
  • Before writing a file path, check git ignores it: git -C <its repo> check-ignore -q <file>. If it is not ignored, say so and don't use it.

4. Check it works

Run jev status <repo> again for each group, then once per key:

node "${CLAUDE_SKILL_DIR}/../../scripts/cli.mjs" jev test <repo>

It sends one made-up finding (no code, no customer data) and prints Jev's pick and how sure it was. A refused key or no answer prints why.

5. Report

Jev judge: <on for <repos> (key from <NAME>, in the environment | in <file>) | off, <why>>, one line per key
Verified: jev test → <Jev's pick and confidence, or the error>, one line per key
Config: <the file, and what changed>

Signals

GitHub stars
80
Forks
1
Last commit
Oct 2026
Advanced
Item type
skill
Key
jev-joetawil7
Source
github.com/joetawil7/first-pass