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 skills add markoblogo/abvx-agent-skills --skill professional-role-routergit clone --depth 1 https://github.com/markoblogo/abvx-agent-skillsWrote 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/skills/markoblogo/abvx-agent-skills/professional-role-router)<a href="https://agentmods.dev/skills/markoblogo/abvx-agent-skills/professional-role-router"><img src="https://agentmods.dev/badge/skills/markoblogo/abvx-agent-skills/professional-role-router/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.
<a href="https://agentmods.dev/skills/markoblogo/abvx-agent-skills/professional-role-router"><img src="https://agentmods.dev/badge/skills/markoblogo/abvx-agent-skills/professional-role-router.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00068 | $0.00643 |
| Opus 5 | $0.00034 | $0.00321 |
| Sonnet 5 | $0.00014 | $0.00129 |
| Haiku 4.5 | $0.00007 | $0.00064 |
Grade A, and why
professional-role-router 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 3d 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 — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Professional Role Router
Use professional roles to improve the work, not to stage a role-play performance.
Route
- Identify the current deliverable, domain, evidence needs, and action risk.
- Choose one primary professional responsible for that deliverable.
- Add at most two supporting roles when their outputs are explicit dependencies.
- Load only the relevant domain context, sources, and role guidance.
- Complete the task in the primary role's working mode: advise, research, draft, review, or implement.
- Pass a compact artifact between roles: evidence pack, brief, draft, issue, patch, review, or release packet.
- Return control to the coordinator or user when the deliverable is complete or a gate is reached.
Selection Examples
- Job search: career advisor primary; researcher for company/market evidence; coach for interview practice or accountability.
- Book production: researcher primary for buyer/search evidence; writer for manuscript; publishing manager for packaging and platform state.
- Software work: architect for boundaries and trade-offs; senior engineer for implementation; reviewer/test engineer for proof.
- Personal support: personal coach for goals and habits; wellbeing coach for emotional reflection; fitness coach for training.
- Business or finance: strategist for options; researcher for evidence; financial professional for budgets, forecasts, or reconciliation.
Use project-specific roles when they exist. Domain manuals, repository rules, professional policies, and current evidence override generic role patterns.
Boundaries
- Role selection changes stance, context, and deliverable shape. It does not grant tools, memory, permissions, credentials, or autonomy.
- Do not load an entire role catalog or combine many personas in one prompt.
- Do not invent qualifications, facts, legal/medical conclusions, financial certainty, or domain authority.
- Separate advice, drafting, isolated execution, external action, and public verification.
- Keep personal and project-private context in their permitted scope; cross-role handoff carries only what the next role needs.
- Ask the user only when route ambiguity changes privacy, cost, authority, or the requested outcome.
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 3d ago First seen · 52 lines · 68 tokens per session scan A 4c268ea208ef
professional-role-router is a skill published in the GitHub repository markoblogo/abvx-agent-skills (16 stars, last pushed yesterday), licensed MIT. It adds 68 tokens to every session and 643 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 2026-09-09.
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