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Protocol-first pure core for LLM agent orchestration

Agent-plane presentation selector: composes one agent's tools as Code Mode, native, or both

security holding package

AI model: saidutta69/lfm2.5-2.6b-fable5-coding-agent-heretic

AI model: DareModels/Qwen3.8-2B-Qwopus-Agent-Merge-GGUF

AI model: mradermacher/Agents-A1-i1-GGUF

AI model: CooperBench/qwen3.5-9b-tool-use-sft-merged

🤖 operational-ai-agents · ⚡ 13 agentes para Claude Code · 🧭 repository-evolution · 🏗️ legacy-modernization · 📡 curriculum-evolution · 🌐 portfolio-publication · 🛡️ security-remediation · 🩺 incident-root-cause · 👤 professional-profile · Contrato + gates humanos + evidencia verificable · 39 evals deterministas · Zero-deps · Cross-platform 🐧🍎🪟

Benchmarking search agents for closed-corpus, multi-hop retrieval over visually rich documents.

ESLint guard rules that mechanize conventions agents keep breaking — each rule born from a defect that actually shipped.

Substructure is an open-source engine that drives your agent loop with JSON webhooks. It keeps sessions durable and streams AG-UI events to your clients. It's language agnostic. You don't even need an SDK.

A per-hop latency budget for voice agents: cascaded (STT+LLM+TTS) and realtime (speech-to-speech), plus framework overhead. The numbers are the point, PR better ones.

Service Definition for the DeepSeek Harness code-graph capability seam (ctx.codegraph): a graph-store and graph-indexer provider registry with per-query, order-independent selection over eight normalized structural queries

Loom (织机) — second-validator plugin for DeepSeek Harness: a silent external coach that weaves your agent's tools, skills, config and even its model from usage history, with deterministic verification and cold-apply.

General-purpose agent with tool calling and session persistence

Enhancement suite for DeepSeek Harness — the official installer and registry for Scorp1o117's Vision, Soul/Persona, Memory & Marketplace plugins.

Seepient — your AI person. A skill-driven AI agent with CLI, SDK, and server adapters; multi-provider LLM support and Docker-native deployment. Coding is one of the things she does.

Interactive long-session background agents plus persistent multi-agent team rooms for DeepSeek Harness: durable continuable child agents with progress, steering and interruption, and cross-session team rooms with a message bus, shared task board, approval

Local DeepSeek-first agent runtime for the Tether desktop workbench (tools, sandbox, sessions, RPC).

Turn ad-hoc subagents into durable, accountable AI teams.