onboarding SKILL.md skillC

onboarding from muggl3mind/career-manager is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add muggl3mind/career-manager/onboarding@git:20261001.280c16b

Pins git:20261001.280c16b in mdr.lock. Pin the fingerprint instead.

Audit grade
C, 15 of 17 checks passed
Kind
SKILL.md skill
Repository
muggl3mind/career-manager
Path
onboarding/SKILL.md
Versions recorded
5
Latest version
git:20261001.280c16b, committed Oct 1, 2026
First version recorded
Apr 12, 2026
Size
13,548 bytes
Repository stars
24
License
MIT

Set up your personalized career-manager pipeline. Reads your resume, asks 1 question, then generates all config files so the pipeline is ready to run. Use when first setting up the pipeline or when your career goals change.

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

# Onboarding

Personalize the career-manager pipeline for a new user through a focused setup.

## When to Use

- First time setting up the pipeline after cloning
- Career goals, target roles, or compensation targets have changed
- Want to regenerate search queries or scoring criteria

## Flow

### Step 0: Ensure Local Python Environment

If `uv` is not installed, install it first (official installer: macOS/Linux `curl -LsSf https://astral.sh/uv/install.sh | sh`, Windows `powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"`), then make sure it is on PATH for subsequent commands. A system Python is not required — `uv` downloads a managed Python automatically when none is available.

Before reading the resume or generating files, create a repo-local virtual environment if one doesn't already exist:

```bash
uv venv
uv pip install -r requirements.txt
```

Run all subsequent Python commands through `uv run` (e.g., `uv run python3 scripts/smoke_test.py`) so dependencies resolve against the repo-local `.venv` and never install into a global Python, Conda, or system environment.

### Step 1: Get the Resume
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add muggl3mind/career-manager/onboarding@sha256:6c3918a275878e62

The line at the top of this page pins the label git:20261001.280c16b, 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_zbhzhbffmynijg7w.svg)](https://markdownregistry.com/a/art_zbhzhbffmynijg7w)

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

Versions

The registry has recorded 5 versions of this file, between Apr 12, 2026 and Oct 1, 2026, about one every 43 days. Its first recorded version is graded B and its latest C.

versioncommittedcommitsizeaudit
git:20261001.280c16b latest2026-10-01 280c16b 13,548 BC view · diff
git:20261001.74cc8682026-10-01 74cc868 13,165 BB view · diff
git:20260416.48dd0f92026-04-16 48dd0f9 11,528 BB view · diff
git:20260416.dba95ac2026-04-16 dba95ac 11,407 BB view · diff
git:20260412.506d7142026-04-12 506d714 9,879 BB view

Audit of the latest version

C  15 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No prompt-injection phrasing (matched: Do NOT tell the user)
  • fail: No curl or wget piped into a shell (matched: curl -LsSf https://astral.sh/uv/install.sh | sh)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13548 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 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

muggl3mind/career-manager · 24 stars · license MIT · pushed 2026-10-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zbhzhbffmynijg7w
GET https://markdownregistry.com/api/v1/resolve?ref=muggl3mind/career-manager/onboarding
GET https://markdownregistry.com/api/v1/blob/6c3918a275878e62e5220c6355cf6e680f56c80367cace35de8b25e7429cbb45

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.

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Every file in muggl3mind/career-manager

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