NocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability.
HEDGEHOG codes Cleaner, Faster and with Fewer Tokens. Hedgehog's AI-driven development builds a task dependency graph from your spec-driven, BMAD-METHOD plan, so Claude Code, Cursor & Gemini CLI stay locked to it. A CLI-enforced state machine for agentic coding. Now builds DeepSeek DSH Plugins. DeepSeek Harness、DSH 插件、AI 编程、BMAD 方法. AI Copywriting
Aggressive context compaction for local-first agents. Runs Qwen3.8‑27B on self‑hosted llama.cpp at low context, shrinking history so the live prompt stays small, fast, and private—delivering a big‑window experience without API cost or data egress. 面向本地的激进上下文压缩插件。自托管 llama.cpp 低上下文运行 Qwen3.8‑27B,不断收缩历史、保持常驻 prompt 小而快,兼顾隐私与大窗口体验,零 API 成本、数据不出本机。
Self-evolving memory + skill lifecycle for DeepSeek Harness — durable cross-session memory with zero-token deterministic recall, tiered approval, reinforcement learning from repetition, and anti-bloat convergence for both skills and memory.
Engine-enforced guardrails for DeepSeek Harness agent swarms: quality gates reject half-done work, crash-safe checkpoints resume in place — keeps AI teams from breaking, not just running.
Behavior discipline for coding agents: read-before-write enforcement, failure convergence, write verification with auto-rollback, and a high-risk command gate. Ships FULL plugin/hook adapters for DSH, Claude Code, Codex, and Pi, plus a host-agnostic SOFT skill with ADAPTIVE adapter guidance.
Unit conversion toolbox for DeepSeek Harness (dsh): 20 categories — data transfer rate (Mbps vs MB/s), acceleration (g-force), illumination (lux/foot-candle), power (3 horsepower definitions), force, torque, typography (px/pt/em/rem), fuel economy (mpg ↔ L/100km), data sizes (MB vs MiB) — zero runtime dependencies
Stop AI coding agents from guessing. MCP server + Claude Code plugin that enforces intent alignment BEFORE coding: PRD → intent-confidence gate → Mermaid contracts (state machines / sequence diagrams / decision tables) → mechanical lint with zero CRITICAL → then code. Human-in-the-loop, file-persisted, zero-config.
A Claude Code skill that turns a document or a topic into a designed visual explainer. 52 block forms, an enforced word budget, and guards that fail the build.
Context window optimization for DeepSeek Harness agents. Sandboxes tool output in-process (only what you print enters the conversation), persists session memory in an FTS5 knowledge base, and enforces routing via a system-prompt routing section.
按路径与能力（read/write/create/delete/execute）授予 DSH shell 调用的文件权限，并在进程真正运行其下的 macOS Seatbelt profile 里强制；会话里的「审批」标签页显示每次判定是规则、自动复核还是人拍的板。 / Filesystem permissions for DSH shell calls, granted per path and capability instead of per command name, enforced in the process sandbox, with an Approvals tab showing which layer decided each call.
Enforced pain-point-check guard plugin for DeepSeek Harness: after two non-converged experiments it injects the three questions, denies non-investigative tool calls until answered, and blocks same-direction retries. dsh-plugin
