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/.kiro/steering/simplicio-loop-operator-flow.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/simplicio-loop-operator-flow)<a href="https://agentmods.dev/instructions/wesleysimplicio/simplicio-loop/simplicio-loop-operator-flow"><img src="https://agentmods.dev/badge/instructions/wesleysimplicio/simplicio-loop/simplicio-loop-operator-flow/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/simplicio-loop-operator-flow"><img src="https://agentmods.dev/badge/instructions/wesleysimplicio/simplicio-loop/simplicio-loop-operator-flow.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 | $0.01059 | $0.01059 |
| Opus 5.5 | $0.00424 | $0.00424 |
| Sonnet 5.5 | $0.00212 | $0.00212 |
| Haiku 4.5 | $0.00106 | $0.00106 |
Grade A, and why
simplicio-loop simplicio-loop-operator-flow.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 — 94 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Simplicio loop + Fast — mandatory operator flow (all hosts)
Applies to: Claude Code, Codex, Grok, Cursor, VS Code / Copilot, Antigravity,
Kiro, Hermes / Simplicio Agent, OpenCode, Gemini, Aider, and any host that loads
Simplicio skills. Orca is not default — enable only when the client requests it
(docs/CLIENT_INTEGRATIONS.md).
Installers copy this file into each host's always-on surface via
python3 scripts/host_rule_sync.py --global.
MUST
-
Strict env before autonomous work:
SIMPLICIO_LOOP=1SIMPLICIO_LOOP_STRICT=1SIMPLICIO_LOOP_REQUIRE_RUNTIME=autoSIMPLICIO_REQUIRE_MUTATION_AUTHORITY=1SIMPLICIO_LOOP_AUTO_PLANNING_RECEIPT=1SIMPLICIO_LOOP_FORBID_HAND_EDIT=1SIMPLICIO_EXECUTION_PROFILE=runtime-backed(when Runtime healthy)SIMPLICIO_FAST_MODE=required(when Fast operational)
-
Preflight (blocking):
simplicio-loop preflight --strict --json -
Survey:
simplicio-mapper(scan / inspect / handoff) — not ad-hoc full-tree LLM walks. -
Hot path:
simplicio-fastwhen operational (understand / plan / apply / mmap). -
Mutate:
simplicio-dev-cli/simplicio-py task(or Fast apply) under STRICT.
Host Write / Edit / StrReplace / ApplyPatch are forbidden as the primary mutation path when STRICT is on (hooks/action_gate.pyPreToolUse on Claude/Cursor; instruction law on self-paced hosts). -
GitHub = default coordination SoT for Issues/PRs when the remote is GitHub.
-
Drain: claim → real ACs → PR to main with
Closes #N→ merge. Prefer Prism waves (python3 scripts/arm_drain_prism.py --repo . --slots 4) when draining a queue. -
Evidence-gated exit: MEASURED tags; no theater AC stubs; no false completion.
-
Parallelism only with lease/claim + isolation + reducer — no double-writers without coordination.
-
Integrations (Orca, Linear, …) only if the client requested them (
SIMPLICIO_LOOP_CLIENT_INTEGRATIONSor.simplicio/client-integrations.json).
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 · 94 lines · 1,059 tokens per session scan A 7dda0ec49a7b
simplicio-loop simplicio-loop-operator-flow.md is an instructions file published in the GitHub repository wesleysimplicio/simplicio-loop (2 stars, last pushed 1mo ago), licensed MIT. It adds 1,059 tokens to every session, about $0.0042 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 2026-09-08.
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