Per-round reasoning_effort optimizer for DeepSeek Harness (dsh): auto-downgrades tool-call reasoning for simple tool chains, lifting back for heavy work. Cuts thinking time between tool calls.
DeepSeek Harness (dsh) bundle: when `dsh web` is ready, print the full GUI URL and open it in your default browser. Cross-platform, zero runtime deps, fail-safe.
Give your DSH agent hands: drive a real browser (Edge/Chrome over CDP) from the chat — ref-driven clicking, per-session browsers, and a live cockpit panel. Zero runtime deps, no API key.
模式匹配自动注入 steering rules,不占系统上下文 - Inject rules when needed, without wasting context. Similar to oh-my-pi's "Time-traveling stream rules", but with a very simple and compact code implementation.
DSH book-to-skill plugin: a 5-stage long task (fetch → parse → understand → generate → install) with 3 human gates, host tools for the agent and a browser timeline panel
Real-time chain-of-thought trajectory profiling for DeepSeek Harness: live wording indicators, profile-family judgment, per-session measurement records
A lightweight desktop companion that brings AI agent activity to life through animated pets and real-time status updates / 一款轻量的桌面伴侣,用动画宠物实时呈现 AI Agent 的工作状态
PSA is a multi-classifier behavioral analysis engine for LLM responses. It classifies every sentence into behavioral postures, then derives metrics from the posture sequences to detect adversarial stress, sycophancy, hallucination risk, persuasion techniques, and input pressure — in real time.
State-oriented task graph kernel for the agentic era - a DeepSeek Harness bundle: 13 octie_* tools, octie Cordis service & events, realtime DAG task panel, bundled agent preset. State is derived, not set.
Web page reader for DeepSeek Harness (dsh): fetch any URL and extract clean Markdown / plain text plus a link inventory - zero runtime dependencies, read-only
DeepSeek Harness watchdog plugin: detects truly stalled agent turns (never killing in-progress tasks — in-flight operations are exempt), nudges/terminates only on real silence, records every event to JSONL with a loopback status route