What is jobseek-error-review?

A daily, read-only review process for errors from the Jobseek web crawler, which collects information from websites that publish job postings. It checks the server evidence, compares issues with GitHub, and records only new or meaningfully changed problems.

Use it to inspect crawler failures on Hetzner, gather redacted evidence, classify error patterns, and file or update GitHub issues when the problem is new or worsening.

It reduces duplicate bug reports and helps distinguish ordinary repeated errors from regressions, sudden increases, or incidents. The review keeps routine investigation separate from active development work.

How colophon-group/jobseek configures Claude Code and Codex

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/.agents/skills/jobseek-error-review/SKILL.md

Clone the repo

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

Made for: Claude Code, Codex.

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/skills/colophon-group/jobseek/jobseek-error-review/github.svg)](https://agentmods.dev/skills/colophon-group/jobseek/jobseek-error-review)

Your own site

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

Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 5,103 The whole file, excluding the scripts and references it only reads on demand.

Security scan B 1 finding. 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	$0.00051	$0.05103
Opus 5.5	$0.00020	$0.02041
Sonnet 5.5	$0.00010	$0.01021
Haiku 4.5	$0.00005	$0.00510

Measured 1mo ago against content hash 624c715cb089, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

jobseek-error-review scanned grade B with 1 finding 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 1mo 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.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

without sudo as `deploy`:

.agents/skills/jobseek-error-review/SKILL.md · 519 lines

How it starts

The opening of the file, as written. The whole thing — 519 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Jobseek Error Review

Use this skill for the daily crawler error review. Operate from the repo state and these instructions; do not rely on prior conversation context.

Run recurring reviews through the Hetzner Codex runner. An operator may invoke the same skill from the repository root for a bounded manual recovery. The Hetzner runner uses an isolated worktree and a root-collected redacted evidence bundle, which keeps routine output isolated from active development work while avoiding direct Docker or deploy-env access from the Codex process.

The legacy Claude slash command at .claude/commands/jobseek-error-review.md remains a compatibility fallback. Keep behavior equivalent when using that fallback, but treat this skill as the Codex-first runbook.

Do not spawn subagents by default. They cost extra tokens and are only useful when the current run has large independent evidence sets and the user explicitly asks for them. If subagents are used, keep them read-only and make the main agent responsible for dedupe, classification, redaction, and all GitHub write decisions. Use the project custom agent jobseek-error-review-researcher (GPT-6.1 Sol, high reasoning) for each bounded evidence set.

Mission

Scan the last 24 hours of errors on the crawler Hetzner box, classify each error class against prior reviews and prior GitHub issues, write a dated Markdown report, and file or update GitHub issues only for classes that meet the filing criteria.

Model issue quality after prior examples #2622, #2621, #2470, and #2431. Never mutate remote host state. GitHub writes are allowed only when the class is novel, regressing, spiking, or an incident after dedupe.

Target

Use the root-collected runner bundle by default. A local manual fallback may resolve the production crawler host from approved operator configuration, but must not copy host addresses into reports, traces, prompts, or GitHub content. The Compose file reference is /home/deploy/docker-compose.yml.

Long-running services. Collect logs with explicit --since and --until:

Read the full file on GitHub · 519 lines

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.

1mo ago Changed 624c715cb089
1mo ago Changed a65609a3dc97
1mo ago Changed · +50 lines 65f947683c53
1mo ago Changed · +14 lines ed191e9d1341
1mo ago Changed · -1 lines abb83f029f98
2mo ago First seen · 456 lines · 51 tokens per session scan B dc8c93f72415

Subscribe to this mod's changes

jobseek-error-review is a skill published in the GitHub repository colophon-group/jobseek (223 stars, last pushed yesterday), licensed MIT. It adds 51 tokens to every session and 5,103 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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

jobseek-error-review next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
jobseek-error-reviewcolophon-group/jobseek	Skill	223	yesterday	MIT	B	51	Claude Code, Codex
find-tech-jobsstrelov1/freehire-mcp	Skill	17	yesterday	MIT	A	89	Claude Code
openhire-job-searchgzchenhao/openhire	Skill	14	yesterday	MIT	A	80	Claude Code
job-coachAkbarDevop/ai-job-agent	Skill	68	6mo ago	MIT	A	244	Claude Code
job-interviewAkbarDevop/ai-job-agent	Skill	68	6mo ago	MIT	A	163	Claude Code
job-cvAkbarDevop/ai-job-agent	Skill	68	6mo ago	MIT	A	199	Claude Code
job-evaluateAkbarDevop/ai-job-agent	Skill	68	6mo ago	MIT	A	166	Claude Code

jobseek: Skill for Claude Code