Borrowing it
Nothing to install: this file belongs to wesleysimplicio/simplicio-loop. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/wesleysimplicio/simplicio-loop/main/CLAUDE.mdgit clone --depth 1 https://github.com/wesleysimplicio/simplicio-loopWrote 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/instructions/wesleysimplicio/simplicio-loop/claude-md)<a href="https://agentmods.dev/instructions/wesleysimplicio/simplicio-loop/claude-md"><img src="https://agentmods.dev/badge/instructions/wesleysimplicio/simplicio-loop/claude-md/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/instructions/wesleysimplicio/simplicio-loop/claude-md"><img src="https://agentmods.dev/badge/instructions/wesleysimplicio/simplicio-loop/claude-md.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 | $0.03230 | $0.03230 |
| Opus 5.5 | $0.01292 | $0.01292 |
| Sonnet 5.5 | $0.00646 | $0.00646 |
| Haiku 4.5 | $0.00323 | $0.00323 |
Grade A, and why
simplicio-loop CLAUDE.md 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.
How it starts
The opening of the file, as written. The whole thing — 206 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md — simplicio-loop (Claude Code)
This repo ships simplicio-loop, a runtime-agnostic super-plugin: an autonomous
looping orchestrator (the /simplicio-loop skill) plus six satellite skills, packaged for 12
runtimes.
The 7 skills
| Skill | Role |
|---|---|
simplicio-loop |
unified public entrypoint: orchestrator core + hardened Ralph loop — re-feed the goal until an evidence-gated <promise> or a cap; durable run-journal (attempt memory) + stall detector (scripts/loop_journal.py) so it switches strategy instead of oscillating, plus a task anchor (scripts/task_anchor.py) — durable memory for SCOPE that freezes the acceptance criteria and blocks drift / "done" while any AC is unverified — and, above it, a task backlog (scripts/task_backlog.py, SKILL.md § Phase 0): the frozen multi-item LLM decomposition (per-item ACs + depends_on), genesis-aware (an empty repo leads with a scaffold item), whose done is gated on the verified anchor |
simplicio-tasks |
legacy alias kept only for compatibility with older installs and saved prompts |
simplicio-orient |
terminal-first token economy — output-reduction catalog, tee-cache, signatures-read |
simplicio-review |
thermos-style parallel adversarial review on distinct rubrics → deduped verdict |
simplicio-compress |
caveman-style prose + memory compression, byte-preserving, transform_guard |
simplicio-learn |
retrospective → durable, deduped lessons written to memory |
simplicio-autoresearch |
evolutionary mutate/eval/keep-revert optimizer (Karpathy autoresearch) — yool-guardrailed caps, git-isolated branch, anti-Goodhart gate-first eval, savings-event receipt (scripts/autoresearch.py) |
They live in .claude/skills/ and load automatically in this repo.
The 2 bound operators (REQUIRED by the loop)
simplicio-loop does not survey or edit with the LLM — it delegates to two installed CLIs. The
supported install surface is the single package simplicio-cli, which exposes
simplicio-dev-cli and also brings simplicio-mapper transitively; the loop BLOCKS if either
runtime binary is absent:
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 First seen · 206 lines · 3,230 tokens per session scan A b23978434767
simplicio-loop CLAUDE.md is an instructions file published in the GitHub repository wesleysimplicio/simplicio-loop (2 stars, last pushed 1mo ago), licensed MIT. It adds 3,230 tokens to every session, about $0.0129 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 2026-08-31.
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