jev SKILL.md skillA

jev from calebnewtonusc/chewbacca is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add calebnewtonusc/chewbacca/jev@git:20260923.d4201c4

Pins git:20260923.d4201c4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
calebnewtonusc/chewbacca
Path
skills/jev/SKILL.md
Versions recorded
1
Latest version
git:20260923.d4201c4, committed Sep 23, 2026
Size
5,540 bytes
Repository stars
9
License
MIT

Use Chewbacca's Jev integration for cheap typed decisions, semantic skill selection, classification, scoring, and yes/no judgments with TypeSafe. Use when routing or evaluating supplied text can replace a generative-model parsing step.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Jev in Chewbacca

`chewbacca jev` is the installed integration. It uses TypeSafe's official HTTP
API with Python's standard library. The upstream `typesafe-ai` skill explains
question design; read it when installed. Current contracts live at
https://docs.typesafe.ai/llms.txt and https://docs.typesafe.ai/api.

Use Jev for narrow semantic judgments over supplied evidence. Keep prose,
code generation, complex reasoning, permissions, and execution in the agent.
Exact matching and arithmetic stay in code. The existing keyword router is
free; Jev is an optional semantic alternative, not a cost saving against it.

## Use the integration

Run `chewbacca jev status` to check credential availability without networking.
Use `TYPESAFE_API_KEY` from the process environment, or `chewbacca jev auth`
to enter a key privately into macOS Keychain. Never put a key in a prompt,
command argument, repository, example, or log. `auth --stdin` supports a secure
pipe from a secret store. Keys are read only for explicit Jev commands. The explicit CLI also accepts the
existing `TYPESAFE_API_KEY` Keychain service. Within an Amber user root, hosted
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add calebnewtonusc/chewbacca/jev@sha256:b10abeec56120731

The line at the top of this page pins the label git:20260923.d4201c4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_lzejsierxz6fluk3.svg)](https://markdownregistry.com/a/art_lzejsierxz6fluk3)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 23, 2026.

versioncommittedcommitsizeaudit
git:20260923.d4201c4 latest2026-09-23 d4201c4 5,540 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5540 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

calebnewtonusc/chewbacca · 9 stars · license MIT · pushed 2026-10-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lzejsierxz6fluk3
GET https://markdownregistry.com/api/v1/resolve?ref=calebnewtonusc/chewbacca/jev
GET https://markdownregistry.com/api/v1/blob/b10abeec5612073141a8ba7c5021bd952c5e74472ec0078fc09961e492d23c31

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from calebnewtonusc/chewbacca

AGENTS.md AGENTS.md file
calebnewtonusc/chewbacca · AGENTS.md
git:20261001.9741b50 · audit A · 9 stars
CLAUDE.md CLAUDE.md file
calebnewtonusc/chewbacca · CLAUDE.md
git:20261001.9741b50 · audit A · 9 stars
CLAUDE.md@hud CLAUDE.md file
calebnewtonusc/chewbacca · hud/CLAUDE.md
git:20260923.73d65e9 · audit A · 9 stars
agent-setup SKILL.md skill
calebnewtonusc/chewbacca · skills/agent-setup/SKILL.md · Finish the parts of this kit's install that need a browser or a permission dialog: screen and accessibility grants…
git:20260904.ee0eb1b · audit A · 9 stars
asa SKILL.md skill
calebnewtonusc/chewbacca · skills/asa/SKILL.md · Answer from the A2A Spring 2026 course, 108 hours of workshops on building a business out of AI agents. Use when the…
git:20260921.3f3d9a0 · audit A · 9 stars
audio-brief SKILL.md skill
calebnewtonusc/chewbacca · skills/audio-brief/SKILL.md · Turn a piece of work into something the user can listen to instead of read. Use when they say they want to hear it…
git:20260923.c7250b6 · audit A · 9 stars
call-coach SKILL.md skill
calebnewtonusc/chewbacca · skills/call-coach/SKILL.md · Debrief a sales or client call from its transcript or recording. Use when the user shares a call transcript, mentions a…
git:20261003.ae04bdc · audit A · 9 stars
clay-navigation SKILL.md skill
calebnewtonusc/chewbacca · skills/clay-navigation/SKILL.md · Navigate Clay directly with the built-in UX engine, configure native enrichment and dynamic per-row copy, and preserve…
git:20260923.251cbb2 · audit A · 9 stars
clone-site SKILL.md skill
calebnewtonusc/chewbacca · skills/clone-site/SKILL.md · Rebuild an existing website faithfully: a replica, a design study, or a page that has to match a reference. Use when…
git:20260927.8453493 · audit A · 9 stars
coursework SKILL.md skill
calebnewtonusc/chewbacca · skills/coursework/SKILL.md · Run the user's semester from a machine-readable ledger built out of their syllabi. Use when they mention a class, an…
git:20260921.762277d · audit A · 9 stars
creative-video SKILL.md skill
calebnewtonusc/chewbacca · skills/creative-video/SKILL.md · Make a short vertical video for Instagram Reels, YouTube Shorts or TikTok, or a YouTube creative, from a brief written…
git:20260927.eec6d7a · audit A · 9 stars
debugging SKILL.md skill
calebnewtonusc/chewbacca · skills/debugging/SKILL.md · Find the root cause of a bug instead of guessing at it. Use when the user reports something broken, pastes an error or…
git:20260921.84800ca · audit A · 9 stars

Every file in calebnewtonusc/chewbacca

Other files named jev

jev SKILL.md skill
joetawil7/first-pass · skills/jev/SKILL.md · Sets up, checks or changes the optional Jev judge, the TypeSafe decision model that ship-check asks about review…
git:20260929.5291e17 · audit A · 107 stars
jev SKILL.md skill
francoischastel/jev-code · skills/jev/SKILL.md · Use Jev, TypeSafe's System One classifier, whenever a coding task needs a classifier under the hood: labelling or…
v0.5.0 · audit A · 51 stars
jev SKILL.md skill
pymodel/jev-judge-mcp · src/jev_judge_mcp/skills/jev/SKILL.md · Use when code needs a judgment about natural language that rules or regex cannot make (classify, route, triage…
git:20260927.164b44f · audit A · 48 stars
jev SKILL.md skill
flc1125/skills · skills/jev/SKILL.md · Solve user tasks by dynamically designing and executing workflows that combine code with Jev semantic judgments. Use…
git:20260922.d822388 · audit A · 37 stars
jev SKILL.md skill
ismaildasci/claude-referee · plugins/claude-referee/skills/jev/SKILL.md · Hand small, checkable judgements to TypeSafe Jev through the claude-referee CLI instead of judging them yourself. done…
git:20261015.71bc158 · audit A · 8 stars
jev SKILL.md skill
rashedint32/jev-mcp · skills/jev/SKILL.md · Get typed, calibrated judgments from the connected `jev` MCP tools when the same semantic decision repeats across many…
git:20260920.ad00bf8 · audit A · 7 stars
jev SKILL.md skill
jzkk720/cubecloud-skills-bundle-kit · upstream/jev/SKILL.md · Set up Jev via OpenRouter, native TypeSafe or explicitly chosen simulation; build custom decision integrations and…
git:20260921.ae0b3e2 · audit A · 4 stars
jev SKILL.md skill
lu1sdv/skillsmd · jev/SKILL.md · Use when writing or improving Jev programs — the TypeSafe judgment model behind POST /v1/systemone. Covers primitive…
git:20260922.b382a88 · audit A · 2 stars

Browse by kind, by grade A, or by owner.