What is career-manager CLAUDE.md?

Repository instructions for an AI-assisted career-management pipeline built from coding-agent skills. They define setup rules, script locations, configuration ownership, and how job-search data should be handled.

Use them when setting up the environment, running pipeline phases, managing search configuration, or updating company and application records through the project's tools.

They prevent running scripts from the wrong location or editing source data in unsafe ways, which could break the job-search workflow.

How muggl3mind/career-manager configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to muggl3mind/career-manager. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/muggl3mind/career-manager/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/muggl3mind/career-manager

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/muggl3mind/career-manager/claude-md/github.svg)](https://agentmods.dev/instructions/muggl3mind/career-manager/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/muggl3mind/career-manager/claude-md"><img src="https://agentmods.dev/badge/instructions/muggl3mind/career-manager/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/muggl3mind/career-manager/claude-md"><img src="https://agentmods.dev/badge/instructions/muggl3mind/career-manager/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 428 This file is loaded in full into every session.

When invoked 428 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00428	$0.00428
Opus 5.5	$0.00171	$0.00171
Sonnet 5.5	$0.00086	$0.00086
Haiku 4.5	$0.00043	$0.00043

Measured 28d ago against content hash fc49f1577208, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

career-manager CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 28d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 46 lines

What it actually says

Career Manager

AI-assisted career management pipeline built as Claude Code skills.

Environment

Use uv run to execute all Python scripts
If .venv/ doesn't exist: uv venv && uv pip install -r requirements.txt

Script Paths

Scripts live per skill under <skill>/scripts/ (e.g. job-search/scripts/, cv-tailor/scripts/, evals/scripts/), plus shared utilities in the root scripts/. Run from the project root with the full prefixed path:

uv run job-search/scripts/ops/run_pipeline.py phase1   # correct
uv run scripts/ops/run_pipeline.py phase1              # WRONG — will fail

SKILL.md files use paths relative to their skill directory. Always prefix with the skill folder.

How This Works

Each skill has a SKILL.md — read it before executing that skill
search-config.json and config.yaml are generated by the onboarding skill — never edit pipeline scripts to change search queries or scoring
Data ownership: job-search/data/target-companies.csv and job-tracker/data/applications.csv are sources of truth
Never edit CSVs directly — use the tracker scripts

First-Time Setup

If config.yaml doesn't exist, or search-config.json is still the shipped stub (setup_required: true), run the onboarding skill first. See README for full setup steps.

Status Briefing

Before running workflows, the router calls scripts/generate_briefing.py for a status snapshot. This is automatic. Do not ask the user to run it.

Testing

uv run python3 scripts/smoke_test.py       # verify setup
uv run python3 -m pytest evals/tests/ -v   # run test suite

Provenance

This repository is exported from the maintainer's private workspace via an automated sanitization script. If you fork it, work in your fork directly — no sync step is needed.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

28d ago Changed · -9 lines · -37 tokens per session fc49f1577208
1mo ago First seen · 55 lines · 465 tokens per session scan A b1f2c6f7d4d5

Subscribe to this mod's changes

career-manager CLAUDE.md is an instructions file published in the GitHub repository muggl3mind/career-manager (24 stars, last pushed 27d ago), licensed MIT. It adds 428 tokens to every session, about $0.0017 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Claude Code Planning agent-skills job-search resume

vscode buildNext.instructions.md

Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).

microsoft/vscode · 9,715 tokens

career-manager: Instructions file for Claude Code