🤖 A curated list of AI Agent frameworks, tools, platforms, and resources for 2026 — the year agents went mainstream

🎀 Evolution Ledger — append-only, tamper-evident audit trail for AI agent self-evolution: hypothesis → change → eval → rollback

天机 — Chinese Metaphysics Library: BaZi (八字), Liu Yao (六爻), Zi Wei Dou Shu (紫微斗数)

🌌 Personal portfolio — AI World Architect | Building the Aurora Universe

🧪 Skill Distillery — turn agent transcripts into agentskills-compatible SKILL.md drafts with a verify gate

🎬 Traceboard — shareable multi-agent orchestration trace player. Swimlanes, filters, URL-share, offline. Prove what your agents actually did.

📋 ClaimTape — Did the AI actually prove that? Offline claim-by-claim trust report for AI answers. For students, PMs, devs, parents.

Aurora Orchestra · 极光小落 multi-agent desktop studio (OpenClaw + Hermes + DeepSeek Harness ACP)

Inspect and prune long-lived agent memory. Local-first, no embeddings, no backend. You cannot trust an agent's memory you have never read.

Move agent skills between tools, and never install one you have not scanned.

Cross-harness agent skills + an observation-only OpenClaw trace plugin. Never injects into the prompt.

The evidence layer for AI agents — five local-first tools: run, replay, check, distil, audit. Zero backend.

Approve before, not audit after. A local human-in-the-loop gate for AI agents — blocks the action until you decide, and a timeout means denied. MCP + web + CLI, zero telemetry.

One schema, three adapters: normalise Claude Code, OpenTelemetry GenAI and Aurora JSONL agent traces into a single event model — with built-in redaction. Zero dependencies.

The shared design system of the Aurora Evidence Suite — instrument-grade dark/light UI primitives, zero dependencies.

Code for procedural programming 1711

🤖 Aurora QA — AI-powered autonomous quality engineering platform. Multi-agent pipelines, self-healing tests, chaos engineering, MCP server & real-time dashboard.

COMP3011 CW2: Search Engine Tool - Web Crawler, Inverted Index, TF-IDF Ranking

COMP3931 Individual Project: UCT MCTS AI for Battle Sheep — University of Leeds 2025/26

🧠 Semantic caching middleware for LLMs — reduce API costs by 30-60% with embedding-based response reuse

🔄 Record, replay, and debug AI agent execution traces — the DevTools for AI agents

Human-like memory for AI agents — episodic, semantic, and procedural memory with time-based decay

MCP server for Bilibili API — search, videos, comments, danmaku, trending, and more for AI agents

🛡️ Protect LLM applications from prompt injection, jailbreaks, and security threats

Lightweight MCP Gateway — unified routing, auth, logging, and rate limiting for MCP servers

Football Match Statistics & Analytics REST API — COMP3011 Web Services and Web Data

极光小落和极光小雨以及Minecraft服务器的连接介绍（软件主体由@Herdeny支持）

极光小雨的网站版本的Wiki介绍（软件主体由@Herdeny支持）

极光小落的网站版本的Wiki介绍（软件主体由@Herdeny支持）