Borrowing it
Nothing to install: this file belongs to groktopus/loop-designer. 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/groktopus/loop-designer/main/AGENTS.mdgit clone --depth 1 https://github.com/groktopus/loop-designerWrote 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/groktopus/loop-designer/agents-md)<a href="https://agentmods.dev/instructions/groktopus/loop-designer/agents-md"><img src="https://agentmods.dev/badge/instructions/groktopus/loop-designer/agents-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/groktopus/loop-designer/agents-md"><img src="https://agentmods.dev/badge/instructions/groktopus/loop-designer/agents-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 | $0.00336 | $0.00336 |
| Opus 5.5 | $0.00134 | $0.00134 |
| Sonnet 5.5 | $0.00067 | $0.00067 |
| Haiku 4.5 | $0.00034 | $0.00034 |
Grade A, and why
loop-designer AGENTS.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 2mo 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.
What it actually says
loop-designer
Autonomous agent loop design in 10 steps. See SKILL.md for full methodology.
This skill distills Alex (@de1lymoon)'s 10-step roadmap into concrete Hermes Agent invocations — from /goal with goal_judge to unattended cron loops with memory, verification, and fail-safe guardrails.
Quick Reference
| Step | Article Move | Hermes Mechanism |
|---|---|---|
| 1 | Agent is a loop | /goal loops via goal_judge |
| 2 | Harness first | Dedicated profile with tool-config pruning |
| 3 | System improves, not model | Memory + skills compound across runs |
| 4 | Independent grader | goal_judge + kanban tasks with acceptance criteria |
| 5 | Maker/checker split | delegate_task verifier subagent |
| 6 | Timer, then cloud | profile-created cronjob seeds kanban on 60s tick |
| 7 | Compose with workflows | delegate_task batch + kanban deps |
| 8 | Memory | State log + durable memory + skills |
| 9 | Distill into skills | skill_manage patch-on-fail lifecycle |
| 10 | Fail safe | Restricted profile + enabled_toolsets + repeat cap |
Prerequisites
- Hermes Agent with
/goaland/subgoalcommands goal_judgeauxiliary model configured- Kanban dispatcher, cronjob, skill_manage, and memory tools
- A dedicated Hermes profile for running the loop
Loading
skill_view(name="loop-designer")
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.
- 2mo ago First seen · 34 lines · 336 tokens per session scan A 94a649d85ce9
loop-designer AGENTS.md is an instructions file published in the GitHub repository groktopus/loop-designer (7 stars, last pushed 3mo ago), licensed MIT. It adds 336 tokens to every session, about $0.0013 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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