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-runtimenpx skills add wesleysimplicio/simplicio-loop --skill simplicio-runtimegit 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 | $0.00069 | $0.00869 |
| Opus 5 | $0.00034 | $0.00434 |
| Sonnet 5 | $0.00014 | $0.00174 |
| Haiku 4.5 | $0.00007 | $0.00087 |
Grade A, and why
simplicio-runtime 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 2d 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 — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Simplicio Runtime
Worker preflight and centralized artifact policy
Every worker first reads repository AGENTS.md, CLAUDE.md, and all relevant local skills before Runtime operations. Runtime admits only the one binary/artifact set built centrally from the canonical default branch and shared read-only by workers. Workers must not rebuild binaries or regenerate canonical Mapper/Fast artifacts; worktrees isolate source edits and receipts only. Runtime receipts must include repository/revision, binary digest/version, Mapper generation, and artifact digest. Missing, stale, incompatible, or mismatched central artifacts fail closed and route to a central rebuild, never a worker-local repair or fabricated fallback.
Runtime/Tokio owns gates, effects, receipts, and reconciliation; Loop/Prism remains the Python asyncio scheduler and I/O layer.
Use Runtime as the governed execution layer around Loop and Dev CLI. It provides controls and evidence; it does not replace Mapper's survey or Dev CLI's mutation contract. Read references/capabilities.yaml and references/interfaces.md for exact gates and receipt rules.
Complete interface map
Use the generated Prism inventory for the installed Runtime release. Record CLI/MCP tools, Python/Rust/native APIs, configuration, effect policies, evidence inputs/outputs, error codes, fallbacks, dependencies, measured cost, version, and MCP/OS compatibility before enabling a capability.
Routing
- Invoke for MCP tools, native executors, gates, checkpoints, durable receipts, subagents, memory, pools, backpressure, or reconciliation.
- Require explicit capability, repository, scope, and effect policy before side effects.
- Reconcile only from durable evidence; never synthesize a receipt or delete an unknown-effect lock.
- Support old and new MCP tool shapes through the compatibility capability.
- Fall back to Loop without Runtime when governance/native execution is not required and the Loop path is available.
Prism concurrency policy
What ships with it
4 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.
- 2d ago First seen · 68 lines · 69 tokens per session scan A a3a8f5017225
simplicio-runtime is a skill published in the GitHub repository wesleysimplicio/simplicio-loop (2 stars, last pushed 2d ago), licensed MIT. It adds 69 tokens to every session and 869 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.
Other skills, from other repositories
orbit-upgrade
Upgrade the installed orbit plugin to the latest version from GitHub and show what changed. Use when the user says "upgrade orbit", "update agentic loop", "get the latest orbit", or when the /orbit preamble reports UPGRADEAVAILABLE. Speech-to-text aliases: "update agent loop", "upgrade the agent loop".
gemini-vision
Analyze images using Google Gemini 2.0 Flash with proxy support, retry logic, and mock mode.
orbit
Transform any product repository into a production-grade, self-prompting agentic loop system following Daisy Hollman's "build a system that prompts itself" methodology. Audits the current project, then scaffolds persistent memory (CLAUDE.md + STATE files), a specialized sub-agent team, domain skills, a…
hive.chart-creation-foundations
Required reading whenever any chart tool is available. Teaches the one-tool embedding contract (call chartrender → live chart appears in chat AND a downloadable PNG lands in the queen session dir), the ECharts (data viz) vs Mermaid (structural diagrams) decision, the BI/financial-grade aesthetic baseline (no…
development
开发语言能力索引。Python、Go、Rust、TypeScript、Java、C++、Shell。当用户提到编程、开发、代码、语言时路由到此。.
model-update
新增或更新 CCX 项目中的模型注册技能。适用于 Claude 与非 Claude 模型，覆盖能力表、路由白名单、基准映射、代码生成与验证。.