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/LeandroPG19/MemorysWrote 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/leandropg19/memorys/swarm-forge-ciclo)<a href="https://agentmods.dev/rules/leandropg19/memorys/swarm-forge-ciclo"><img src="https://agentmods.dev/badge/rules/leandropg19/memorys/swarm-forge-ciclo/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/leandropg19/memorys/swarm-forge-ciclo"><img src="https://agentmods.dev/badge/rules/leandropg19/memorys/swarm-forge-ciclo.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 | $0.00163 | $0.00163 |
| Opus 5.5 | $0.00065 | $0.00065 |
| Sonnet 5.5 | $0.00033 | $0.00033 |
| Haiku 4.5 | $0.00016 | $0.00016 |
Grade A, and why
swarm-forge-ciclo 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 22d 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
Ciclo six-pack
Todo cambio de comportamiento pasa, en orden: especificador → implementador → mejorador → arquitecto → endurecedor → qa. Cerrar sin specifier está prohibido.
El ingeniero supervisa resultados agregados (merge-gate, quality-gate, CRAP, mutantes, handoffs), no cada línea.
Artefactos del specifier: Gherkin (comportamiento) + procedimiento QA de tool MCP / CLI / HTTP. Sin eso no hay handoff al coder.
No copiar roles de planta (guardian-planta, Playwright, React Query). Este repo no tiene UI.
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.
- 22d ago First seen · 15 lines · 163 tokens per session scan A 7d3b11dad40e
swarm-forge-ciclo is a cursor rule published in the GitHub repository LeandroPG19/Memorys (30 stars, last pushed yesterday), licensed Apache-2.0. It adds 163 tokens to every session, about $0.0007 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 2026-09-24.
Other cursor rules, from other repositories
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tdd-workflow-planning
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tdd-comprehensive-testing
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debug-issue
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ponytail
Ponytail, lazy senior dev mode. Always pick the simplest solution that works.