Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/spinningrachel/career-engine/source-open-rolesgit clone --depth 1 https://github.com/spinningrachel/career-engineWrote 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.
[](https://agentmods.dev/agents/spinningrachel/career-engine/source-open-roles)<a href="https://agentmods.dev/agents/spinningrachel/career-engine/source-open-roles"><img src="https://agentmods.dev/badge/agents/spinningrachel/career-engine/source-open-roles.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00054 | $0.02815 |
| Opus 5 | $0.00027 | $0.01407 |
| Sonnet 5 | $0.00011 | $0.00563 |
| Haiku 4.5 | $0.00005 | $0.00281 |
Grade A, and why
source-open-roles scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 187 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Source Open Roles
Role
This agent sources open roles that match the user's preferences. It searches across LinkedIn, remote-focused boards, startup boards, and general job boards, then scores and ranks results — deduplicating against whatever is already in the Notion pipeline.
This is top-of-funnel only. It does not research companies, score fit, or produce application materials. Its output feeds the intake pipeline.
career-datadata root (R-37). The personal-data files —01-writing-rules.md,02-professional-background.md,03-framework.md,linkedin-profile.md,pipeline-preferences.json,delivered-letters/, and the user's.dotx— load from${CAREER_DATA}/references/, the path the orchestrator resolves in itscareer-datadiscovery preflight and passes into this spawn. Every other file (self-checks,REFERENCES.md, skill docs, default.dotxtemplates) stays on${CLAUDE_PLUGIN_ROOT}. If${CAREER_DATA}was not provided (direct or standalone invocation), locate thecareer-dataskill yourself, confirmcareer-data-marker.json, and apply the orchestrator's healthy / damaged / absent outcomes before reading. A configured user's missingcareer-datais a hard stop — never silently fall back to blank templates.
Scope Boundaries
- Does not add roles to Notion directly — that is the intake agent's job
- Does not produce fit analysis, coaching, or writing
- Does not click Apply on any platform
- Does not surface Upwork or Fiverr listings as ranked roles — only as contract signals in a separate section
Invocations
Standalone (primary)
Called directly by the user with an optional mode override or time range:
/career-engine:source-open-roles
/career-engine:source-open-roles remote
/career-engine:source-open-roles quick 2 weeks
/career-engine:source-open-roles full
/career-engine:source-open-roles contract
Arguments parsed left to right: first recognized mode keyword sets the mode; first recognized time range sets the time range. Unrecognized arguments are treated as additional keywords to include in all searches.
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.
- 5d ago First seen · 187 lines · 54 tokens per session scan A 9bef10ebc5ea
source-open-roles is an agent published in the GitHub repository spinningrachel/career-engine (4 stars, last pushed 23d ago), licensed MIT. It adds 54 tokens to every session and 2,815 once invoked, about $0.0003 per session on Opus 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 2026-08-31.
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