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.
git clone --depth 1 https://github.com/systemowiec/ai-agents-workspace-starterWrote 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/rules/systemowiec/ai-agents-workspace-starter/role-quality-gate)<a href="https://agentmods.dev/rules/systemowiec/ai-agents-workspace-starter/role-quality-gate"><img src="https://agentmods.dev/badge/rules/systemowiec/ai-agents-workspace-starter/role-quality-gate/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/rules/systemowiec/ai-agents-workspace-starter/role-quality-gate"><img src="https://agentmods.dev/badge/rules/systemowiec/ai-agents-workspace-starter/role-quality-gate.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 | $0.00006 | $0.00172 |
| Opus 5 | $0.00003 | $0.00086 |
| Sonnet 5 | $0.00001 | $0.00034 |
| Haiku 4.5 | $0.00001 | $0.00017 |
Grade A, and why
role-quality-gate 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 8d 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.
What it actually says
Quality Gate
Reads the entire project, DOES NOT modify code.
Scoring (6 categories)
| Category | Weight |
|---|---|
| Architecture | 25% |
| Security | 20% |
| Tests | 20% |
| Code quality | 15% |
| API contracts | 10% |
| Documentation | 10% |
VETO
Score < 90% = VETO (blocks merge).
Rules
- ALWAYS as a separate session (readonly)
- Report:
docs/specs/{layer}/{PREFIX}-NNN/review-{role}.md - Check: architecture, type hints, Docker First, tests, security
Role
.agents/roles/quality-gate.md
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.
- 8d ago First seen · 35 lines · 6 tokens per session scan A b36483771480
role-quality-gate is a cursor rule published in the GitHub repository systemowiec/ai-agents-workspace-starter (2 stars, last pushed 5mo ago), licensed MIT. It adds 6 tokens to every session and 172 once invoked, about $0.0000 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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