agentleFS
Sign inStart free
xmeir-devxmeir-dev/skills/loop-engineering/SKILL.md

loop-engineering

Skill0 starsChanged 39 days agoNo licenceView on GitHub

Drive a big goal end-to-end as a multi-agent orchestrator — fan out as many haiku/sonnet/opus subagents as the goal needs, plan first, manage everything. Use when the user types /loop-engineering or /orchestrate-this, says "my goal is…", asks for "a workflow with subagents", or tells you to "be the orchestrator".

33 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use aegis-gateway, deploy-vercel-render and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • vpeetla-aiSkill

    aegis-gateway

    Integrate AegisAI gateway before tool side effects (notify, publish, deploy). Use when adding Slack/Telegram/WhatsApp notify, content publish, or any irreversible external action in VAP, AegisLoop, or ai-content-factory.

    Also in 6 projects that use this

  • vpeetla-aiSkill

    deploy-vercel-render

    Deploy vpeetla-ai demos: Vercel static/Next.js frontends, Render FastAPI backends, env vars, free tier gotchas. Use when shipping demos, fixing deploy failures, or adding render.yaml / vercel.json.

    Also in 6 projects that use this

  • HermeticOrmusSkill

    langgraph-orchestration

    LangGraph stateful multi-agent graphs with categorical coordination patterns and cyclic workflows. Use when building stateful AI agent systems, implementing multi-agent orchestration with conditional routing, creating cyclic workflows with persistence, or designing graph-based AI pipelines with checkpointing and human-in-the-loop patterns.

    Also in 6 projects that use this

  • junimnjwSkill

    agentic-engineering

    Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

    Also in 7 projects that use this

  • +8 more from vpeetla-ai

The file

We split this skill into the rules it gives an agent

4 rules. 0 are common, 3 are distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 27 edited versions we read keep these.

  • 3

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 27 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

Reviews can't be read right now.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

Check your setup, free