Autonomous loops

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

ClawBio/ClawBio

Run the Autoresearch Lab lifecycle end-to-end: freeze a hypothesis with mechanical success criteria and a sealed session plan, drive recorded and replayed paper runs, score them honestly, and read…

krakenfx/kraken-cli

Applies the reasoning, principles, and frameworks of Jürgen Schmidhuber (LSTM co-inventor and deep learning pioneer).

K-Dense-AI/mimeo

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

aiskillstore/marketplace

Launch NON-AGENTIC (standard) data generation — plain vLLM/API completion generation with NO Harbor agent loop or Daytona sandboxes.

open-thoughts/OpenThoughts-Agent

Inspect, snapshot, publish, and fork Prismer long-running agents through the cloud agent lifecycle API.

Prismer-AI/PrismerCloud

Codex-compatible Ralph loop runner with dual engines (compat local state loop + optional open-ralph-wiggum backend).

foryourhealth111-pixel/Vibe-Skills

A skill your agent uses when the user wants an autonomous ML research loop that pressure-tests competing ideas before spending compute — several research subagents each propose one architecture…

gaasher/Agent-Loop-Skills

Builds generative AI applications on Amazon Bedrock. An agent skill from aws/agent-toolkit-for-aws.

aws/agent-toolkit-for-aws

Cross-platform pattern for handling messaging integration webhooks (Slack, Telegram, WhatsApp, email, etc.) on serverless hosts.

BuilderIO/agent-native

Agent Loop for cross-device sync/transfer issues: collect environment fingerprints from BOTH machines first, check memory for known patterns, manage hypotheses with forced falsification, and persist…

UniClipboard/UniClipboard

Agent Loop for build/compilation errors: run the build yourself, collect ALL errors at once, find root causes via dependency analysis, fix in order, revert failed hypotheses, loop until green.

UniClipboard/UniClipboard

Agent Loop for pixel-perfect UI adjustments: extract a structured spec from the user's intent, apply changes one property at a time, self-verify via screenshot, and converge instead of ping-ponging.

UniClipboard/UniClipboard

This skill helps an LLM generate correct AxAgent RLM/runtime code using @ax-llm/ax.

dosco/aithy

AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.

aiskillstore/marketplace

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

Run long or failure-prone Claude Code tasks as bounded, resumable loops with a durable state machine, attempt budget, and verification evidence checkpoint.

davepoon/buildwithclaude

Launcher for the Ralph-style queue drain script — emits the right node ralph-loop.mjs invocation based on the user's filter and bounds.

jpicklyk/task-orchestrator

Codex-compatible cancel command for Ralph loop state, preserving the original command name.

foryourhealth111-pixel/Vibe-Skills

Diagnose pi-go agent loops and degenerate turns — "agent loop aborted", runaway thinking with no tool calls, repeated phrases.

dimetron/pi-go

Launch and trade AI agent tokens on ClawLaunch bonding curve (Base).

LeoYeAI/openclaw-master-skills

The engineering loop - select, advance, distill, deliver - for running a work session on a project.

telagod/code-abyss

Optional, operator-gated metric experiments under .scratch/ for Home Assistant Homelab.

Apocrathia/home-assistant-config

Create and inspect science projects in the autoresearch-mlx Harness workspace, including its local starter and optional upstream integration.

autonomous-ai/openharness

Build a new AI agent on AWS and deploy it easily, OR wrap and deploy an agent you already have, using the Amazon Bedrock AgentCore harness.

hoodini/ai-agents-skills

Starts and manages autonomous agent workflows. An agent skill from softspark/ai-toolkit.

softspark/ai-toolkit

Full plan lifecycle: deep understanding → write plan with TDD checklist → parallel review → Ralph Loop execution.

KaimingWan/oh-my-kiro

HITL Protocol — the open standard for human decisions in autonomous agent workflows.

LeoYeAI/openclaw-master-skills

Professional-grade Polymarket prediction market trading system.

LeoYeAI/openclaw-master-skills

Triage LangChain 1.0 / LangGraph 1.0 production incidents — LLM-specific SLOs, provider outage runbook, latency spike decision tree, cost-overrun response, agent loop containment.

jeremylongshore/tons-of-skills-marketplace

A skill your agent uses when a long-running agent task needs context budgeting, checkpointing, compaction, retrieval, or capability-based model routing.

Mark393295827/third-brain-v7-skills

Safely triage PlanetScale schema recommendations and turn them into reviewed branches, migrations, issues, or pull requests without applying production changes.

planetscale/skills

Security OS for autonomous agents and builders on Base. An agent skill from BankrBot/skills.

BankrBot/skills

Run an autonomous /loop iteration -- check progress, work on next task, schedule next wake

ruvnet/ruflo

[OMX] Durable professor-critic research workflow over Codex goal mode without reviving deprecated omx autoresearch

yangyuan-zhen/PolyWeather

Iterative task completion loop with Definition of Done verification.

team-attention/hoyeon

Enabling snapshot-based recovery and implementing custom snapshot save/load functions for MoonBit agents.

golemcloud/golem

Enabling snapshot-based recovery and implementing custom snapshot save/load functions for Rust agents.

golemcloud/golem

Enabling snapshot-based recovery and implementing custom snapshot save/load functions for Scala agents.

golemcloud/golem

Enabling snapshot-based recovery and implementing custom snapshot save/load functions for TypeScript agents.

golemcloud/golem

A skill your agent uses when building or restructuring an LLM agent — provider adapter, tool calling, structured output, RAG, agent loop, eval gate, cost routing, tracing, MCP server —…

ericrisco/rsc-harness

A skill your agent uses when one prompt must give the same right answer across reruns, models, and pasted-in hostile input: forcing a fixed schema, picking the few-shot set, ordering the prompt…

ericrisco/rsc-harness

A skill your agent uses when a support or sales bot on a live website must behave: persona/system prompt, grounding so it cannot invent prices or policy, jailbreak and injection defense, the human…

ericrisco/rsc-harness

Run an iterative agent loop that retries until a runnable success condition passes.

ai-driven-dev/framework

Pay-per-call access to the Hexanon family of eight x402 APIs for autonomous agents — no signup, no API keys, USDC on Base.

davepoon/buildwithclaude

Design, build, diagnose, and evolve agent harnesses: instructions, tools, execution environments, durable state, context management, verification, recovery, and bounded autonomous loops.

magnus919/agent-skills

[OMX] Strict autonomous loop: $deep-interview - $ralplan - $ultragoal (+ $team if needed) - $code-review - $ultraqa

yangyuan-zhen/PolyWeather

Autonomous Goal-directed Iteration. An agent skill from OpenLAIR/dr-claw.

OpenLAIR/dr-claw