job-search SKILL.md skillA

job-search 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/job-search@git:20261001.a12d0f1

Pins git:20261001.a12d0f1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
muggl3mind/career-manager
Path
job-search/SKILL.md
Versions recorded
4
Latest version
git:20261001.a12d0f1, committed Oct 1, 2026
First version recorded
Mar 27, 2026
Size
17,654 bytes
Repository stars
24
License
MIT

Run job discovery and target-list maintenance workflows for career-manager. Use when finding new target companies, scoring opportunities, syncing target-companies data, running job-search preflight/audits, or maintaining job-search source-of-truth data files.

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

# Job Search

Data hub and scripts for the job search pipeline. Three-phase workflow: Python exports, Claude agent research, Python merges.

## Data Files (source of truth)
- `{baseDir}/data/target-companies.csv` — Researched companies with scores (0-100) and company lifecycle
- `{baseDir}/data/opportunities.csv` — Actionable role-level opportunities generated from target companies
- `{baseDir}/data/cv-index.json` — Maps role types to resume versions
- Note: `applications.csv` is owned by sibling `job-tracker` skill

## Scripts

### `scripts/core/` (utilities)
| Script | Purpose |
|--------|---------|
| `scripts/core/todoist_client.py` | Todoist API client wrapper |
| `scripts/core/cv_index_resolver.py` | Portable CV index path resolution |

### `scripts/ops/` (pipeline operations)
| Script | Purpose |
|--------|---------|
| `scripts/ops/run_pipeline.py` | Orchestrator — runs full pipeline |
| `scripts/ops/discovery_pipeline.py` | JobSpy discovery, filter, eval export |
| `scripts/ops/evaluate_jobs.py` | Cache check + pending-eval export |
| `scripts/ops/apply_eval_results.py` | Merge eval-results.json into CSV |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add muggl3mind/career-manager/job-search@sha256:35f7d1b75e387820

The line at the top of this page pins the label git:20261001.a12d0f1, 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_3pznjbmys5jtu4qv.svg)](https://markdownregistry.com/a/art_3pznjbmys5jtu4qv)

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

Versions

The registry has recorded 4 versions of this file, between Mar 27, 2026 and Oct 1, 2026, about one every 62 days.

versioncommittedcommitsizeaudit
git:20261001.a12d0f1 latest2026-10-01 a12d0f1 17,654 BA view · diff
git:20261001.74cc8682026-10-01 74cc868 17,037 BA view · diff
git:20260416.dba95ac2026-04-16 dba95ac 12,031 BA view · diff
git:20260327.de9c6532026-03-27 de9c653 11,657 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 (17654 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

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

API

GET https://markdownregistry.com/api/v1/artifacts/art_3pznjbmys5jtu4qv
GET https://markdownregistry.com/api/v1/resolve?ref=muggl3mind/career-manager/job-search
GET https://markdownregistry.com/api/v1/blob/35f7d1b75e387820e5d10d85efeb04a181886ac91803e5b73b3b3b463a16de79

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

AGENTS.md AGENTS.md file
muggl3mind/career-manager · AGENTS.md
git:20260611.94151f8 · audit B · 24 stars
CLAUDE.md CLAUDE.md file
muggl3mind/career-manager · CLAUDE.md
git:20261001.74cc868 · audit A · 24 stars
career-manager SKILL.md skill
muggl3mind/career-manager · SKILL.md · Orchestrate the complete career-manager system across job-search, company-research, job-tracker, and cv-tailor. Use…
git:20261001.74cc868 · audit A · 24 stars
company-research SKILL.md skill
muggl3mind/career-manager · company-research/SKILL.md · Research a company and return a consistent dossier: executives + LinkedIn profiles, Glassdoor reviews, financial…
git:20261001.a12d0f1 · audit A · 24 stars
cv-tailor SKILL.md skill
muggl3mind/career-manager · cv-tailor/SKILL.md · Customize resumes and cover letters for specific job applications with deterministic CV selection and formatting-safe…
git:20261001.a12d0f1 · audit A · 24 stars
evals SKILL.md skill
muggl3mind/career-manager · evals/SKILL.md · Evaluate job-search pipeline code and outputs for correctness. Use when running code reviews, verifying pipeline…
git:20260611.94151f8 · audit A · 24 stars
interview-prep SKILL.md skill
muggl3mind/career-manager · interview-prep/SKILL.md · Generate an interview prep document for a tracked company: gather dossier, tracker status, opportunities, and base CV…
git:20261001.a12d0f1 · audit A · 24 stars
job-tracker SKILL.md skill
muggl3mind/career-manager · job-tracker/SKILL.md · Track job applications, manage follow-ups, and generate progress reports. Use when adding applications, updating…
git:20261001.74cc868 · audit A · 24 stars
onboarding SKILL.md skill
muggl3mind/career-manager · onboarding/SKILL.md · Set up your personalized career-manager pipeline. Reads your resume, asks 1 question, then generates all config files…
git:20261001.280c16b · audit C · 24 stars

Every file in muggl3mind/career-manager

Other files named job-search

job-search SKILL.md skill
gooseworks-ai/goose-skills · skills/lead-generation/capabilities/job-search/SKILL.md · Search for jobs matching your skills, experience, and preferences
git:20260617.7fb319c · audit B · 1,261 stars
job-search SKILL.md skill
vortex178/trawlnet · skills/job-search/SKILL.md · Job-search pipeline — set up a data folder, build role profiles from resumes, run the daily job search (company ATS…
git:20261003.bcac9f4 · audit A · 4 stars
job-search SKILL.md skill
wexxwuther/job-hunter · job-search/SKILL.md · Finds, expands, normalizes, deduplicates, and deterministically scores real job postings. Use whenever the user wants…
git:20261022.234dc12 · audit A · 3 stars
job-search SKILL.md skill
zoolcoder/scoutjobs · skills/job-search/SKILL.md · Finds job postings that match the user's profile and preferences, deduplicates them against the tracker, and adds them…
git:20261018.b6cf164 · audit A · 3 stars

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