Best autonomous loops skills, page 5

具有质量门、评估和恢复控制的连续自主代理循环模式。

tpavanipradeep/everything-claude-code

Build, test, and debug Hermes Agent RL environments for Atropos training.

Tommy-yw/RunbookHermes

Async and concurrency patterns for Mistral Vibe. An agent skill from mistralai/mistral-vibe.

mistralai/mistral-vibe

Run metric-driven iterative optimization loops. An agent skill from leo-kuang-ai/spec-first.

leo-kuang-ai/spec-first

Cancel an active Ralph Loop. An agent skill from cursor/plugins.

cursor/plugins

Loop: find gaps → fix → repeat until agents find no gaps or a metric goal is hit.

withkynam/vibecode-pro-max-kit

Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance.

davila7/claude-code-templates

Pull unmerged PlatformPlatform pull requests into a downstream project by cherry-picking each one onto the platformplatform-updates branch.

platformplatform/PlatformPlatform

Domain-agnostic metric-driven improvement loop, generalizing Karpathy's autoresearch.

jdrhyne/agent-skills

Turn any domain folder of skills into a bounded agentic loop: compile a goal into a verifiable task plan, execute tasks with the domain's own tools, verify every task with machine-run checks, retry…

alirezarezvani/claude-skills

Runs the human-verification lane of an agent loop, and proves review happened before work is called done.

alirezarezvani/claude-skills

Run a single experiment iteration. An agent skill from alirezarezvani/claude-skills.

alirezarezvani/claude-skills

Resume a paused experiment. An agent skill from alirezarezvani/claude-skills.

alirezarezvani/claude-skills

Show experiment dashboard with results, active loops, and progress.

alirezarezvani/claude-skills

Agent orchestration patterns for agentic loops, multi-agent coordination, alternative frameworks, and multi-scenario workflows.

yonatangross/orchestkit

Discover, find, compare, audit, repair, adapt, craft, run, debrief, and prepare repeatable AI-agent loops for publication.

sickn33/agentic-awesome-skills

Runs a task for a fixed duration by dispatching subagents in a loop, with the clock, not the agent, deciding when to stop.

av/mi

Run experiments and papers in a PenguinHarness research organization — fix the harness and the metric first, run an autoresearch-style loop (one editable surface, the same time budget per…

Prism-Shadow/penguin-harness

Mint a tamper-evident, post-quantum-signed receipt for a consequential agent action (deploy, delete, pay, grant-access, model decision) so it can be verified later from the certificate alone.

alirezarezvani/claude-skills

Agent Loop that runs local pre-flight CI checks, auto-fixes issues, creates/pushes the PR, monitors CI, and loops until all checks pass.

UniClipboard/UniClipboard

Agent Loop for tasks that need research before implementation: check existing research first, run structured investigation (bb-browser/context7/code study), produce a Brief, then implement against…

UniClipboard/UniClipboard

Finalization shortcut for Slate v2 Autoresearch. An agent skill from udecode/plate.

udecode/plate

Read-only status shortcut for Slate v2 Autoresearch. An agent skill from udecode/plate.

udecode/plate

Autonomous goal-directed iteration loop: modify, verify, keep/discard against a metric or a checkable success predicate, with bounded cycles, plateau/ceiling backstops, safety-screened commands, and…

leo-kuang-ai/spec-first

Expert in designing and building autonomous AI agents. An agent skill from omer-metin/skills-for-antigravity.

omer-metin/skills-for-antigravity

STRIDE + OWASP-based security audit with optional auto-fix. An agent skill from withkynam/vibecode-pro-max-kit.

withkynam/vibecode-pro-max-kit

Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance.

benjaminasterA/antigravity-awesome-skills

Copilot left 14 review comments on your PR — half are nits. An agent skill from github/awesome-copilot.

github/awesome-copilot

Draft and explain persistent goal-loop prompts for long-running agent work with clear stop conditions.

sickn33/agentic-awesome-skills

将 AutoResearch 的 Claude、Codex、Cursor 对话、命令输出和外部提交状态整理为可执行交接，区分事实、失败、待办和证据边界。用于总结长会话、换 agent 或收尾归档；不把对话陈述当作已验证事实。

bosprimigenious/autoresearch-skills

Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor said about…

wanshuiyin/Auto-claude-code-research-in-sleep

Claude Codeを永続的なメモリ、スケジュール済み操作、コンピュータ使用、タスクキューイングを備えた完全自動エージェントシステムに変換します。スタンドアロンエージェントフレームワーク（Hermes、AutoGPT）を、Claude Codeのネイティブcrons、dispatch、MCPツール、メモリを活用して置き換えます。ユーザーが継続的な自動操作、スケジュール済みタスク、または自己指令…

affaan-m/ECC

将 Claude Code 转变为具有持久记忆、定时操作、计算机使用和任务队列的完全自主代理系统。通过利用 Claude Code 的原生定时任务、调度、MCP 工具和记忆，取代独立的代理框架（Hermes、AutoGPT）。当用户需要持续自主操作、定时任务或自我导向的代理循环时使用。

affaan-m/ECC

自動Claude Codeループのパターンとアーキテクチャ — シンプルな順序パイプラインからRFC駆動マルチエージェントDAGシステムまで。

affaan-m/ECC

Run tasks until complete with structured completion signals.

qf-studio/navigator

Autonomous iteration loops for .NET: drive a broken build or failing test suite to green with bounded iterations, progress detection, and fail-safe guards that prevent infinite retries and wasted…

codewithmukesh/dotnet-claude-kit

Build and run Gemini 2.5 Computer Use browser-control agents with Playwright.

aiskillstore/marketplace

Discover, find, compare, audit, repair, adapt, and design repeatable AI-agent loops with explicit triggers, actions, verification, stopping conditions, guardrails, and handoffs.

alirezarezvani/claude-skills

A skill your agent uses when the user asks to design a RAG pipeline, choose a chunking strategy or embedding model, pick a vector database, or evaluate retrieval quality (precision@k, recall@k, NDCG).

alirezarezvani/claude-skills

Run an improve-my-MCP campaign: an autoresearch-style loop that measures the MCP agent experience with the eval harness, picks the highest-impact tool problem from production data, makes one bounded…

PostHog/posthog

品質ゲート、評価、リカバリーコントロールを備えた継続的な自律エージェントループのパターン. An agent skill from affaan-m/ECC.

affaan-m/ECC

Autonomously optimize any Claude Code skill by running it repeatedly, scoring outputs against binary evals, mutating the prompt, and keeping improvements.

pedronauck/skills

从论文、代码和评测资源中筛选 AutoResearch 优化面，排除纯调参、不可隔离、不可复算或收益不足的方向，并产出可验证题目合同。用于选优化面和更换失败方向。

bosprimigenious/autoresearch-skills

Run container-backed AutoML / hyperparameter optimization (HPO) for NVIDIA TAO networks using AutoMLRunner.

NVIDIA/skills

Agentic orchestration patterns for long-running tasks. An agent skill from bybren-llc/safe-agentic-workflow.

bybren-llc/safe-agentic-workflow

Agentic orchestration patterns for long-running tasks. An agent skill from bybren-llc/safe-agentic-workflow.

bybren-llc/safe-agentic-workflow

Eval-driven skill tuning. An agent skill from ClawBio/ClawBio.

ClawBio/ClawBio

Patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.

majiayu000/claude-skill-registry