Use only after explicit Codex `$superloopy:superloopy-research` or Claude Code `/superloopy:superloopy-research` invocation, a research task started with a leading `loopy` or `루피` (such as `loopy research`), or an active Superloopy loop explicitly routing a research deliverable here. Evidence-backed Superloopy research orchestration with automatic advisory usage targets, parallel read-only lanes, per-retrieval verdicts, graded and dated sources, empirical verification, a priced claim ledger, cited synthesis, and optional reports. Do not activate from research, investigate, look-up, summarize, deep-dive, report, or similar vocabulary alone, in any language; ordinary questions, debugging, and implementation context-gathering stay with their primary workflows.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
beefiker/superloopy☆ 1122026년 10월 15일 업데이트
Use only after explicit Codex `$superloopy:superloopy-research` or Claude Code `/superloopy:superloopy-research` invocation, a research task started with a leading `loopy` or `루피` (such as `loopy research`), or an active Superloopy loop explicitly routing a research deliverable here. Evidence-backed Superloopy research orchestration with automatic advisory usage targets, parallel read-only lanes, per-retrieval verdicts, graded and dated sources, empirical verification, a priced claim ledger, cited synthesis, and optional reports. Do not activate from research, investigate, look-up, summarize, deep-dive, report, or similar vocabulary alone, in any language; ordinary questions, debugging, and implementation context-gathering stay with their primary workflows.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
hashgraph-online/awesome-codex-plugins☆ 1.3천2026년 10월 18일 업데이트
Use only after explicit Codex `$superloopy:superloopy-backend` or Claude Code `/superloopy:superloopy-backend` invocation, a backend task beginning with leading `loopy` or `루피`, or an active Superloopy loop routes backend work here. Relevant work includes backend application boundaries, APIs, persistence, migrations, transactions, background jobs, caches, events, reliability, security, and runtime database-agent tools. Plain API, server, database, SQL, or agent vocabulary does not activate this workflow.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
beefiker/superloopy☆ 1122026년 10월 15일 업데이트
Use only after explicit Codex `$superloopy:superloopy-frontend` or Claude Code `/superloopy:superloopy-frontend` invocation for supported screen-based application UI across browser-hosted Web, interactive deployed content-led Web, desktop, mobile/tablet, embedded/hybrid, Qt, custom-rendered, or mixed targets, such a task started with a leading `loopy` or `루피`, or an active Superloopy loop explicitly routing it here. Do not activate from UI, frontend, desktop, mobile, or framework vocabulary alone, or for TV, wearable, XR, automotive, game UI, TUI, static media/document artifacts, or non-UI work.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
beefiker/superloopy☆ 1122026년 10월 15일 업데이트
Use only after explicit Codex `$superloopy:superloopy-frontend` or Claude Code `/superloopy:superloopy-frontend` invocation for supported screen-based application UI across browser-hosted Web, interactive deployed content-led Web, desktop, mobile/tablet, embedded/hybrid, Qt, custom-rendered, or mixed targets, such a task started with a leading `loopy` or `루피`, or an active Superloopy loop explicitly routing it here. Do not activate from UI, frontend, desktop, mobile, or framework vocabulary alone, or for TV, wearable, XR, automotive, game UI, TUI, static media/document artifacts, or non-UI work.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
hashgraph-online/awesome-codex-plugins☆ 1.3천2026년 10월 18일 업데이트
Use only after explicit Codex `$superloopy:superloopy-backend` or Claude Code `/superloopy:superloopy-backend` invocation, a backend task beginning with leading `loopy` or `루피`, or an active Superloopy loop routes backend work here. Relevant work includes backend application boundaries, APIs, persistence, migrations, transactions, background jobs, caches, events, reliability, security, and runtime database-agent tools. Plain API, server, database, SQL, or agent vocabulary does not activate this workflow.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
hashgraph-online/awesome-codex-plugins☆ 1.3천2026년 10월 18일 업데이트
Guide language model training with TRL using example answers, preferred response pairs, or reward scores. The skill covers data preparation, method selection, reward model training, evaluation, and adjustments for memory limits or unstable training.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Train a language model to follow instructions using example answers
- Train on preferred and rejected responses with DPO
- Build a reward model and run an RLHF training pipeline
NousResearch/hermes-agent☆ 25.5만2026년 10월 18일 업데이트
Use when the user asks for Superloopy clone or asks to clone, rebuild, reverse-engineer, replicate, or copy a website or page into a Superloopy-governed implementation. Triggers on "loopy clone", target URLs plus requests such as "clone this site", "rebuild this page", "make a copy of this website", "pixel-perfect clone", or "AI website clone". Requires browser automation and records component specs, assets, implementation, build output, and visual QA as Superloopy evidence.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
beefiker/superloopy☆ 1122026년 10월 15일 업데이트
Use when the user asks for Superloopy clone or asks to clone, rebuild, reverse-engineer, replicate, or copy a website or page into a Superloopy-governed implementation. Triggers on "loopy clone", target URLs plus requests such as "clone this site", "rebuild this page", "make a copy of this website", "pixel-perfect clone", or "AI website clone". Requires browser automation and records component specs, assets, implementation, build output, and visual QA as Superloopy evidence.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
hashgraph-online/awesome-codex-plugins☆ 1.3천2026년 10월 18일 업데이트
Use only after explicit Codex `$superloopy:i-have-adhd` or Claude Code `/superloopy:i-have-adhd` invocation, or when a qualifying leading `loopy`/`루피` task receives Superloopy's non-diagnostic ADHD-friendly output overlay. Do not activate from typos, fragmented writing, urgency, grammar, language proficiency, or ordinary discussion of ADHD, attention, focus, accessibility, or cognitive load.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
beefiker/superloopy☆ 1122026년 10월 15일 업데이트
Plan and configure large language model training with OpenRLHF to better match human preferences. Covers training method selection, distributed GPU setup, inference acceleration with vLLM, and troubleshooting memory or training stability issues.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Choosing a method for training models on human preferences
- Setting up PPO training with a reward model
- Configuring GRPO training without a critic model
davila7/claude-code-templates☆ 3.3만2026년 10월 18일 업데이트
Guide large language model training with OpenRLHF using human preference feedback. Covers training method selection, distributed GPU setup, reward model training, and memory tuning, with examples for PPO, GRPO, and DPO.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Choosing a training method for human preference alignment
- Setting up distributed training across multiple GPUs
- Training a reward model before PPO
Orchestra-Research/AI-Research-SKILLs☆ 1.4만2026년 10월 11일 업데이트
Use only after explicit Codex `$superloopy:i-have-adhd` or Claude Code `/superloopy:i-have-adhd` invocation, or when a qualifying leading `loopy`/`루피` task receives Superloopy's non-diagnostic ADHD-friendly output overlay. Do not activate from typos, fragmented writing, urgency, grammar, language proficiency, or ordinary discussion of ADHD, attention, focus, accessibility, or cognitive load.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
hashgraph-online/awesome-codex-plugins☆ 1.3천2026년 10월 18일 업데이트
Use only after explicit Codex `$superloopy:say-it-straight` or Claude Code `/superloopy:say-it-straight` invocation to make supplied or requested prose direct, concise, and natural without changing facts or protected text.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
beefiker/superloopy☆ 1122026년 10월 15일 업데이트
Use Superloopy's lightweight strict-evidence loop for Codex tasks that need durable progress, criteria, and artifact-backed completion.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
beefiker/superloopy☆ 1122026년 10월 15일 업데이트
Use when diagnosing Superloopy doctor, install, wrapper, plugin cache, hook bootstrap, bundled agents, marketplace, Codex, Claude Code, stale-version, evidence-floor, or host-wiring health problems.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
beefiker/superloopy☆ 1122026년 10월 15일 업데이트
Add one optional Codex critique to a decision draft produced by council. With explicit consent to send the draft to OpenAI, examine weak conclusions, missing failure scenarios, and overlooked dissent before the user makes the final decision.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Reviewing an ambiguous, consequential decision draft
- Finding failure scenarios missing from a draft
- Checking whether strong dissent was overlooked
affaan-m/ECC☆ 28.3만2026년 10월 16일 업데이트
Clarify a problem before choosing solutions through structured questions about team assumptions, affected people, and overlooked stakeholders. Produce a completed problem canvas, a refined problem statement, and a question to guide solution exploration.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Clarifying why users abandon onboarding
- Reframing a stakeholder's feature request
- Aligning teams on the problem to solve
deanpeters/Product-Manager-Skills☆ 7.5천2026년 10월 16일 업데이트
Use Superloopy's lightweight strict-evidence loop for Codex tasks that need durable progress, criteria, and artifact-backed completion.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
hashgraph-online/awesome-codex-plugins☆ 1.3천2026년 10월 18일 업데이트
Use only after explicit Codex `$superloopy:say-it-straight` or Claude Code `/superloopy:say-it-straight` invocation to make supplied or requested prose direct, concise, and natural without changing facts or protected text.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
hashgraph-online/awesome-codex-plugins☆ 1.3천2026년 10월 18일 업데이트
Use when diagnosing Superloopy doctor, install, wrapper, plugin cache, hook bootstrap, bundled agents, marketplace, Codex, Claude Code, stale-version, evidence-floor, or host-wiring health problems.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
hashgraph-online/awesome-codex-plugins☆ 1.3천2026년 10월 18일 업데이트
Use when the user asks to create, convert, style, animate, export, share, or deploy HTML slide decks, presentations, pitch decks, talks, or keynotes; including zero-dependency or single-file output, PowerPoint/PPT/PPTX input, PDF export, browser delivery, visual style exploration, or "loopy slides". Not for general web pages or landing pages.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
beefiker/superloopy☆ 1122026년 10월 15일 업데이트
Korean prose humanizer for Codex and Superloopy that rewrites Korean text so it sounds naturally human while preserving meaning, register, facts, protected tokens, and evidence. Use when the user asks to remove Korean AI tells, make Korean copy sound human, fix 번역투, remove ChatGPT/Claude/Gemini tone, polish Korean without changing meaning, or says "AI 티 없애줘", "AI 윤문", "번역투 고쳐", "사람이 쓴 것처럼", "humanize Korean", "한글 AI 티 제거", "글 자연스럽게 다듬어줘". Inspired by Korean AI-tell ideas from https://github.com/epoko77-ai/im-not-ai. Handles Korean rewriting only; not for translation, fact expansion, SEO rewriting, legal drafting, or generic proofreading.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
beefiker/superloopy☆ 1122026년 10월 15일 업데이트
Use when the user asks about the CTI Hyperloop framework, the intelligence lifecycle as a high-tempo loop, or how to map intelligence work across strategic / operational / tactical levels with bidirectional feedback. Liberty91's operational doctrine.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Liberty91LTD/cti-skills☆ 272026년 9월 30일 업데이트