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 wesleysimplicio/simplicio --skill simplicio-loopgit clone --depth 1 https://github.com/wesleysimplicio/simplicioWrote 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/wesleysimplicio/simplicio/simplicio-loop)<a href="https://agentmods.dev/skills/wesleysimplicio/simplicio/simplicio-loop"><img src="https://agentmods.dev/badge/skills/wesleysimplicio/simplicio/simplicio-loop/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/wesleysimplicio/simplicio/simplicio-loop"><img src="https://agentmods.dev/badge/skills/wesleysimplicio/simplicio/simplicio-loop.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 | $0.00120 | $0.14348 |
| Opus 5.5 | $0.00048 | $0.05739 |
| Sonnet 5.5 | $0.00024 | $0.02870 |
| Haiku 4.5 | $0.00012 | $0.01435 |
Grade A, and why
simplicio-loop 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 1mo 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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
29 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/background-verification.md 3.6 KB
- references/bound-operators.md 9.9 KB
- references/claims-gate.md 3.9 KB
- references/control-policy.md 5.2 KB
- references/cross-agent-wiki.md 2.0 KB
- references/cross-repo-integration.md 2.0 KB
- references/delivery-contract.md 6.9 KB
- references/extension-points.md 21 KB
- references/hierarchical-planner.md 2.3 KB
- references/LLM_MAX_SPEED_ORIENTATION.md 1.6 KB
- references/lmcache-adapter.md 23 KB
- references/max-speed-orientation.md 1.6 KB
- references/multi-agent-coordination.md 1.2 KB
- references/orchestration.md 15 KB
- references/planning-gate.md 5.8 KB
- references/progress-feedback.md 9.4 KB
- references/quality-safety-delivery.md 17 KB
- references/run-journal-stall-detector.md 3.1 KB
- references/spindle-handoff.md 4.3 KB
- references/standing-loop-247.md 6.5 KB
- references/test-infra-probe.md 8.8 KB
- references/token-capture.md 7.3 KB
- references/token-economy.md 13 KB
- references/triage-verify-detail.md 4.6 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.
- 1mo ago Changed b58f9469fd4d
- 1mo ago First seen · 826 lines · 120 tokens per session scan A 9f83021880d1
simplicio-loop is a skill published in the GitHub repository wesleysimplicio/simplicio (28 stars, last pushed 1mo ago), with no licence file. It adds 120 tokens to every session and 14,348 once invoked, about $0.0005 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 2026-08-30.
Other skills, from other repositories
pro-ppt
A presentation-making workflow that turns a speech or slide content into images for polished business-style slides. It first plans each slide and then generates the slide images.
zootopia-ppt
A presentation-making workflow that turns a speech or slide content into images showing an animated world of human-like animals. It first plans each slide and then generates the slide images.
kanban-tasks
A task-board workflow for breaking work into cards and moving them through stages such as inbox, ready, doing, review, and done. It also includes a background service and a web interface for the board.
flint-chart-author
A guide for turning structured data, such as tables or query results, into Flint chart specifications. Flint is a visualization format that describes the data, chart type, and visual mappings for rendering.
ocr
OCR image files using the Qwen VL model via the bundled scripts/ocr.py (lives in this skill's directory, NOT your cwd). Use when the user asks to extract text from an image, perform OCR on a photo or screenshot, or recognize characters in an image file (.jpg, .jpeg, .png, .gif, .webp). Requires QWENAPIKEY and…
duckdb-analyst
Use for any analytical question over ./data/.parquet. Prefer DuckDB, always show the SQL.