llm-workflow

Multi-model DAG-driven parallel AI film generation — parallel speedup scales with scene independence; Generate film scenes simultaneously instead of one by one; "把影视生成的执行图从拓扑序变成关键路径最优调度" ; 唯一把场景叙事依赖建模为 DAG、以 CPM 算法驱动并行调度的影视生成引擎

Lightweight AI Agent Harness for agentic coding: let strong models explore while humans steer with minimal specs, checkpoints, approval, validation, and reverse sync.

🔥 Token-efficient JSON alternative for LLMs & agentic AI — same data, fewer tokens. Python · JS/TS · Rust · Go · C++

Train your AI coders the way you'd train a vine — discover your codebase's actual patterns, then encode them as Claude Code rules, skills, agents, hooks, and a guided pipeline so generated code lands inside your conventions on the first try, not the fifth.

Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.

AI-Native 通用开发工作流方法论：4-Phase 框架 + 空项目/已有源码两种场景 + 反模式速查。让 Claude Code 等 AI agent 在共享契约下并行干活。

AI-Native-Code开发工作流方法论：4-Phase 框架 + 空项目/已有源码两种场景 + 反模式速查。让 Claude Code 等 AI agent 在共享契约下并行干活。

FlowLLM: Build LLM applications with ease.

Supercharge qwen-code with hybrid prompt-chaining, powered by gemini-cli integration. Performance improvements include 72% faster execution, 36-83% token efficiency gains, and 91.7% success rate verified across 5 repository benchmarks.

Evidence-first skills for Codex, Cursor, and Claude Code: research, debugging, planning, execution, review, and goal loops.

Study many. Build your own. A CLI workbench for evaluating external frameworks and absorbing what proves out into your own systems — with evidence and decisions on record.

Claude Code autopilot with self-healing memory: one command → build → test → localhost. Trajectory tracking, learned routing, and stop-hook enforcement across runs.

Force any OpenAI-compatible or Anthropic API-compatible tool (Claude Code, Qwen Code, Aider, Fabric, Interpreter) to use Gemini, Groq, Cerebras, or Ollama. Pure Bash. Zero dependencies.

极简开发工作流系统 — 角色串行(PM→Architect→Dev→QA) + L0~L4 文件分层的状态机循环，解决 LLM 上下文污染与幻觉发散

Portable reviewer/worker workflow kit for AI coding agents. Reduce premium model context waste by moving execution, retries, and evidence collection to bounded worker rounds.

Multi-agent AI workflow platform — coordinator-driven, 11 agents, 227 skills, 15 rules.

LLM Framework for LLMs

Daily AI-edited news briefing on Claude Code + macOS launchd, delivered to Telegram & Obsidian.

Token-aware analyst/worker workflow and token ledger extension for Pi Dev coding agents.

A starter template for building trading agents with Chapaty. Includes LLM-friendly workflows, automated QuantStats tearsheets, and parallel backtesting configurations.