evals SKILL.md skillA
evals from muggl3mind/career-manager is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add muggl3mind/career-manager/evals@git:20260611.94151f8Pins git:20260611.94151f8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- muggl3mind/career-manager
- Path
evals/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260611.94151f8, committed Jun 11, 2026
- First version recorded
- Mar 27, 2026
- Size
- 1,799 bytes
- Repository stars
- 24
- License
- MIT
Evaluate job-search pipeline code and outputs for correctness. Use when running code reviews, verifying pipeline outputs after a run, or checking ongoing pipeline health. Handles static analysis, runtime verification, and health monitoring.
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
# Evals Independent evaluation suite for the job-search pipeline. Lives outside the pipeline it evaluates. ## Evaluation Levels | Level | Script | When to Run | |-------|--------|-------------| | 0. Test Suite | `evals/tests/` (pytest) | After any code change | | 1. Code Review | `evals/scripts/code_review.py` | After building or changing pipeline code | | 2. Runtime Verify | `evals/scripts/runtime_verify.py` | After a pipeline run completes | | 3. Health Monitor | `evals/scripts/health_monitor.py` | Recurring — every pipeline run or 2-3x/week | ## Process 1. Run the relevant eval script for your situation 2. Review the report output 3. Fix issues (or flag for user approval if touching shared data) 4. Re-run the eval to verify fixes ## Usage ```bash # Level 0: Full test suite uv run python3 -m pytest evals/tests/ -v # Level 1: Static code review of job-search pipeline uv run evals/scripts/code_review.py # Level 2: Validate outputs after a pipeline run uv run evals/scripts/runtime_verify.py # Level 3: Ongoing health monitoring uv run evals/scripts/health_monitor.py uv run evals/scripts/health_monitor.py --json ``` ## Scope …
Read the whole file at its exact version.
How to install
mdr add muggl3mind/career-manager/evals@sha256:512ecc0f90639270The line at the top of this page pins the label git:20260611.94151f8, 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.
[](https://markdownregistry.com/a/art_irbqb2ptqsgfe4fo)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 27, 2026 and Jun 11, 2026, about one every 76 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260611.94151f8 latest | 2026-06-11 | 94151f8 | 1,799 B | A | view · diff |
| git:20260327.de9c653 | 2026-03-27 | de9c653 | 1,622 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1799 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
muggl3mind/career-manager · 24 stars · license MIT · pushed 2026-10-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_irbqb2ptqsgfe4fo GET https://markdownregistry.com/api/v1/resolve?ref=muggl3mind/career-manager/evals GET https://markdownregistry.com/api/v1/blob/512ecc0f906392707591dbb6bb8c6923cec1609d3dddd71aba9777520a49f0fc
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 muggl3mind/career-manager
Every file in muggl3mind/career-manager