Plugin

Deepseek Harness、Openclaw知识图谱记忆插件。2026年4月受邀发布在清华大学讨论会。Knowledge Graph + Memory；Knowledge Graph Context Engine for OpenClaw — extracts structured triples from conversations, compresses context 75%, enables cross-session experience reuse

Riutilizza il login ChatGPT della Codex CLI come route LLM `openai-codex` e aggiunge controlli GPT Auth alle impostazioni di DSH Web

Cronologia di input in stile terminale per il composer web di DeepSeek Harness: frecce edge-first con ripristino esatto di bozza/cursore, cronologia persistente locale nel browser, ricerca inversa con Ctrl+R, richiamo con ambito workspace e tasti completamente configurabili — più consapevolezza del contesto scorrevole

Runtime browser autonomo: Playwright (chromium) + OpenCLI come dipendenze locali al plugin (con fallback di riuso globale), espone un servizio `browser` e 9 strumenti browser interattivi

Plugin per DSH: riutilizza le credenziali di accesso locali dell'abbonamento Codex CLI per usare i modelli dell'abbonamento ChatGPT in DeepSeek Harness, senza bisogno di una chiave API.

Codex App Server model provider using a local Codex login, with session reuse, Harness tool bridging, native action traces, and durable generated-image projection.

Surveys local code and GitHub/npm for reusable implementations before development, evaluates reuse versus rewrite, and checks architecture coupling.

Drive the user's real browser through the local Kimi WebBridge daemon: navigate, find-tab, snapshot, click, fill, evaluate, CDP, screenshot, network, upload, PDF export and tab-management tools that reuse existing login sessions.

Search AIGC Radar's curated GitHub AI project library (500-star admission, bilingual tags, star-growth snapshots) over its MCP endpoint with native result cards; a pre-step listener nudges a reuse check before the agent writes code.

Reuses DeepSeek web's built-in vision mode for text-only models: the deepseek_vision tool drives the local deepseek-vision-cli browser automation (manual login helper, deep-think enabled, auto-closes browser) and returns image descriptions as text.

Routes chat images to a fixed OpenAI-compatible vision model, returns factual observations to the selected main model, and reuses session-scoped observations across replay, compaction, and restarts.

Profiler del contesto delle richieste per DeepSeek Harness — osserva cosa è cambiato tra le richieste al modello e come è cambiato di conseguenza il riutilizzo della cache

Reuses hooks declared in Claude Code, Codex and opencode configs on dsh, executing shell, webhook, oracle and proxy handlers with zero runtime dependencies.

Reuse-first capability evolution for agents: resolve existing tools and skills, discover and review exact-commit DSH plugins, install with one-time approval, verify real tool round trips, and minimally adapt partial matches instead of rebuilding from scratch.