What is jobseek-labeller-extractor?

A combined agent for extracting all structured labels from a job posting, including section-specific details and information that applies across the whole posting. It replaces several separate extraction agents with one call.

Use it after the Jobseek splitter to extract team, role, requirements, preferred qualifications, benefits, and cross-section fields in one operation.

It reduces the number of processing steps needed after a posting has been divided into sections. The shared extraction contract keeps the output format and evidence rules consistent.

How colophon-group/jobseek configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to colophon-group/jobseek. 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/colophon-group/jobseek/main/.claude/agents/jobseek-labeller-extractor.md

Clone the repo

git clone --depth 1 https://github.com/colophon-group/jobseek

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/agents/colophon-group/jobseek/jobseek-labeller-extractor/github.svg)](https://agentmods.dev/agents/colophon-group/jobseek/jobseek-labeller-extractor)

Your own site

<a href="https://agentmods.dev/agents/colophon-group/jobseek/jobseek-labeller-extractor"><img src="https://agentmods.dev/badge/agents/colophon-group/jobseek/jobseek-labeller-extractor/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/agents/colophon-group/jobseek/jobseek-labeller-extractor"><img src="https://agentmods.dev/badge/agents/colophon-group/jobseek/jobseek-labeller-extractor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 52 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 142 The whole file, excluding the scripts and references it only reads on demand.

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	$0.00052	$0.00142
Opus 5.5	$0.00021	$0.00057
Sonnet 5.5	$0.00010	$0.00028
Haiku 4.5	$0.00005	$0.00014

Measured 2mo ago against content hash 4fa8401d7011, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

jobseek-labeller-extractor 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 2mo 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/agents/jobseek-labeller-extractor.md · 11 lines

What it actually says

You extract all structured labels for a posting in one shot: per-extractable-section fields + cross-section globals. Runs after the splitter.

Read and follow the shared role contract at repository-root path .agents/labeller/extractor.md. If the current working directory is apps/crawler, use ../../.agents/labeller/extractor.md.

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.

2mo ago First seen · 11 lines · 52 tokens per session scan A 4fa8401d7011

Subscribe to this mod's changes

jobseek-labeller-extractor is an agent published in the GitHub repository colophon-group/jobseek (223 stars, last pushed yesterday), licensed MIT. It adds 52 tokens to every session and 142 once invoked, about $0.0002 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.

Research ats careers greenhouse job-aggregator job-board job-posting

jobseek-labeller-extractor next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
jobseek-labeller-extractorcolophon-group/jobseek	Agent	223	yesterday	MIT	A	52	Claude Code
career-doc-builderNullSpace-BitCradle/ats-resume-agent	Agent	13	17d ago	MIT	A	242	Claude Code
batch-scannerandrew-shwetzer/career-ops-plugin-do-not-fork-currently-updating-v2-	Agent	511	3mo ago	MIT	A	109	Claude Code
resume-auditorjananthan30/Resume-Builder	Agent	94	2mo ago	MIT	A	23	Claude Code
resume-editorjananthan30/Resume-Builder	Agent	94	2mo ago	MIT	A	20	Claude Code
resume-writerjananthan30/Resume-Builder	Agent	94	2mo ago	MIT	A	18	Claude Code
slushpile-hiring-managerVonTerraProject501c3/slushpile	Agent	27	2mo ago	MIT	A	44	Claude Code

jobseek: Agent for Claude Code