daily.dev Agentic Learning - continuous self-improvement through daily.dev feeds. Use when setting up agent learning, running learning loops, sharing insights with owner, or managing the agent's knowl
tmux + launchd multi-project Codex CLI automation system. Watchdog-driven loop that monitors multiple Codex sessions in tmux, auto-nudges idle sessions, hand...
Install and run Lightning Terminal (litd) which bundles lnd, loop, pool, tapd, and faraday in a single Docker container. Defaults to neutrino backend with SQLite storage on testnet. Supports watch-onl
Run long-lived AI coding agents (Codex CLI, Claude Code, Ralph loops) in persistent tmux sessions with completion hooks and automatic monitoring. Use when la...
Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops - Building eval...
Pure-Python recursive memory recall for persistent AI agents. Manager→workers→synthesis RLM loop — no Deno, no fast-rlm, just HTTP calls to any OpenAI-compat...
API connector for AetherLang Omega — execute 10 Karpathy-inspired agent node types (plan, code_interpreter, critique, router, ensemble, memory, tool, loop, t...
Ship production code with AI agents through acceptance contracts, micro diffs, red green loops, and deterministic handoff checkpoints.
Professional Windows-only visual automation toolkit with 11 modules for screenshot, OCR, template matching, clicks, input, environment setup, and looping tasks.
Run a Duolingo-like multi-topic learning system with AGENTS routing, lesson loops, streaks, and spaced review.
Autonomous engine that systematically evaluates and ranks agent skills across models using rubric grading, error taxonomy, and improvement feedback loops.
Supernal Coding CLI for development workflows - task management, requirements tracking, testing, git automation, ralph loops, compliance, and documentation....
Human-in-the-loop MCP feedback collector with task queue. Pauses to collect human input via browser UI before continuing. Use when completing tasks, encounte...
Feishu-integrated wrapper for the capability-evolver. Manages the evolution loop lifecycle (start/stop/ensure), sends rich Feishu card reports, and provides...
Build long-running autonomous agent loops using ClawVault primitives (tasks, projects, memory types, templates, heartbeats). Use when setting up agent autono...
Lightweight PIV workflow - discovery-driven feature builder. No PRD needed. Asks quick questions, generates PRP, executes with validation loop. For small-to-medium features when you want to skip PRD c
Prioritized action selection for AI agents. 10 needs with time-decay and tension scoring replace idle heartbeat loops with concrete next actions.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Launch automated multi-skill pipeline that chains skills into a loop. Use when user says "run pipeline", "automate research to PRD", "full pipeline", "resear...
Run a Trello-backed closed-loop delivery workflow for OpenClaw multi-agent execution. Use when a user says to run tasks from Trello automatically, keep cards...
Test-driven development with red-green-refactor loop and de-sloppify pattern. Use when user wants to build features or fix bugs using TDD, mentions "red-gree...
Scale systems, software architecture, and companies with bottleneck mapping, staged leverage plans, and risk-aware execution loops.
Convert a syllabus, exam scope, or course notes into a revision calendar with spaced review, mock tests, and weak-point loops.
Complete A/B video pipeline — storyboard, Veo 3 batch generation, browser preview with feedback loop, and ffmpeg assembly into final videos. Use when creatin...