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 skills/wesleysimplicio/simplicio-loop/simplicio-tasksnpx skills add wesleysimplicio/simplicio-loop --skill simplicio-tasksgit clone --depth 1 https://github.com/wesleysimplicio/simplicio-loopWhat 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 | $0.00067 | $0.00659 |
| Opus 5 | $0.00034 | $0.00329 |
| Sonnet 5 | $0.00013 | $0.00132 |
| Haiku 4.5 | $0.00007 | $0.00066 |
Grade A, and why
simplicio-tasks 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 yesterday.
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 — 51 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/simplicio-tasks — legacy alias for /simplicio-loop
/simplicio-loop is now the single public command for Simplicio's autonomous body-of-work
orchestration. This file remains only so older installs, adapter docs, or saved prompts that still
mention /simplicio-tasks keep working without breaking.
What to do
- Treat
/simplicio-tasks <goal>exactly as/simplicio-loop <goal>. - Load and follow
.claude/skills/simplicio-loop/SKILL.mdas the authoritative protocol. - Keep these shared references for deep detail when needed:
| Need depth on… | Read |
|---|---|
| the 50 extension points + fallbacks | references/extension-points.md |
| token economy (catalog, caps, clamp, tee+CCR, terminal table) | references/token-economy.md |
| discover / intake / route / autoscale / speed / model-routing | references/orchestration.md |
| quality loop · safety gates · delivery · feedback | references/quality-safety-delivery.md |
| 24/7 standing loop · arming the watcher | references/standing-loop-247.md |
| front-end proof via Playwright | references/web-evidence.md |
| demo-video proof (Playwright default · hyperframes on request) | references/video-evidence.md |
Compatibility note
- Public docs, installers, and runtime entry files should point to
/simplicio-loop. - Older prompts such as
/simplicio-tasks finish all the open issuesare still accepted as an alias and should be executed with the unified/simplicio-loopcontract.
Regras arquiteturais globais (obrigatórias)
- Delete diretamente o que está obsoleto; não preserve compatibilidade retroativa, não crie migrações e não deixe fallbacks.
- Escolha a implementação mais simples para a necessidade atual; sem abstrações preventivas ou configuração desnecessária.
- Entregue primeiro o mínimo end-to-end e evolua por camadas longas, sem desmontar o que funciona por complexidade inacabada.
- Mantenha modularidade e separação clara de responsabilidades.
- Prefira bibliotecas maduras e mantidas; reescreva do zero apenas com motivo técnico explícito.
- Inspecione as dependências existentes antes de adicionar pacotes ou reimplementar.
- Tome decisões arquiteturais para o longo prazo; não deixe soluções temporárias.
- Reutilize padrões validados por produtos maduros; não reinvente a roda.
What ships with it
12 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.
- references/agentsview-adapter.md 8.4 KB
- references/azure-devops-adapter.md 4.2 KB
- references/extension-points.md 21 KB
- references/lmcache-adapter.md 23 KB
- references/orchestration.md 15 KB
- references/quality-safety-delivery.md 17 KB
- references/standing-loop-247.md 6.5 KB
- references/token-capture.md 7.3 KB
- references/token-economy.md 13 KB
- references/understand-anything-adapter.md 20 KB
- references/video-evidence.md 6.6 KB
- references/web-evidence.md 5.3 KB
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.
- yesterday First seen · 51 lines · 67 tokens per session scan A 56e31fc390ce
simplicio-tasks is a skill published in the GitHub repository wesleysimplicio/simplicio-loop (2 stars, last pushed 2d ago), licensed MIT. It adds 67 tokens to every session and 659 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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