release: v0.2.7 (#430)
* chore: update version to v0.2.7 * feat(llm): add gemini-3.7-flash, deepseek-v4-pro-0813, grok-4.6, glm-5.3 * chore: refresh WeChat group QR code
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font-family="Inter, -apple-system, system-ui, sans-serif"
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font-size="13" font-weight="700" fill="#ffffff">v0.2.6</text>
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font-size="13" font-weight="700" fill="#ffffff">v0.2.7</text>
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font-family="Inter, -apple-system, system-ui, sans-serif"
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font-size="13" font-weight="700" fill="#ffffff">v0.2.6</text>
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font-size="13" font-weight="700" fill="#ffffff">v0.2.7</text>
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@@ -22,8 +22,9 @@ _KNOWN_MODEL_CONTEXT_WINDOWS: dict[str, int] = {
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# Qwen 3.7 closed-source tiers — Max flagship and Plus (1M).
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"qwen3.7-max": 1_000_000,
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"qwen3.7-plus": 1_000_000,
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# xAI Grok — per-model windows (build-0.1: 256K, 4.5: 500K).
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# xAI Grok — per-model windows (build-0.1: 256K, 4.5/4.6: 500K).
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"grok-build-0.1": 256_000,
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"grok-4.6": 500_000,
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"grok-4.5": 500_000,
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# Claude Haiku 4.5 — exception to the ``claude-`` family (200K, not 1M).
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"claude-haiku-4-5": 200_000,
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@@ -31,8 +32,9 @@ _KNOWN_MODEL_CONTEXT_WINDOWS: dict[str, int] = {
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# Covers OpenRouter ``minimax/minimax-m3`` (via split('/')[-1]) and direct
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# ``MiniMax-M3`` (via lowercased exact match).
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"minimax-m3": 1_000_000,
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# Zhipu GLM-5.2 — 1M context, an exception to the ``glm-5`` family (203K).
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# Matches OpenRouter ``z-ai/glm-5.2`` via split('/')[-1].
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# Zhipu GLM-5.3/5.2 — 1M context, exceptions to the ``glm-5`` family (203K).
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# Matches OpenRouter ``z-ai/glm-5.x`` via split('/')[-1].
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"glm-5.3": 1_000_000,
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"glm-5.2": 1_000_000,
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# Volcengine Coding Plan's OpenAI-compatible alias for GLM-5.2.
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"glm-5-2": 1_000_000,
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@@ -106,6 +106,7 @@ _MODEL_ENTRIES: list[tuple[str, str, str]] = [
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("gpt-5-mini", "gpt-5-mini", "openai"),
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("gpt-5-nano", "gpt-5-nano", "openai"),
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# Google GenAI
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("gemini-3.7-flash", "gemini-3.7-flash", "google-genai"),
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("gemini-3.6-flash", "gemini-3.6-flash", "google-genai"),
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("gemini-3.5-flash", "gemini-3.5-flash", "google-genai"),
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("gemini-3.5-flash-lite", "gemini-3.5-flash-lite", "google-genai"),
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@@ -169,6 +170,7 @@ _MODEL_ENTRIES: list[tuple[str, str, str]] = [
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("gpt-5.5", "openai/gpt-5.5", "openrouter"),
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("gpt-5.4", "openai/gpt-5.4", "openrouter"),
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("gpt-5.3-codex", "openai/gpt-5.3-codex", "openrouter"),
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("gemini-3.7-flash", "google/gemini-3.7-flash", "openrouter"),
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("gemini-3.6-flash", "google/gemini-3.6-flash", "openrouter"),
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("gemini-3.5-flash", "google/gemini-3.5-flash", "openrouter"),
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("gemini-3.5-flash-lite", "google/gemini-3.5-flash-lite", "openrouter"),
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@@ -176,12 +178,14 @@ _MODEL_ENTRIES: list[tuple[str, str, str]] = [
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("gemini-3-flash", "google/gemini-3-flash-preview", "openrouter"),
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("kimi-k3", "moonshotai/kimi-k3", "openrouter"),
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("kimi-k2.6", "moonshotai/kimi-k2.6", "openrouter"),
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("glm-5.3", "z-ai/glm-5.3", "openrouter"),
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("glm-5.2", "z-ai/glm-5.2", "openrouter"),
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("glm-5v-turbo", "z-ai/glm-5v-turbo", "openrouter"),
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("minimax-m3", "minimax/minimax-m3", "openrouter"),
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("mimo-v2.5-pro", "xiaomi/mimo-v2.5-pro", "openrouter"),
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("mimo-v2.5", "xiaomi/mimo-v2.5", "openrouter"),
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("grok-build-0.1", "x-ai/grok-build-0.1", "openrouter"),
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("grok-4.6", "x-ai/grok-4.6", "openrouter"),
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("grok-4.5", "x-ai/grok-4.5", "openrouter"),
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("hy3", "tencent/hy3", "openrouter"),
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("qwen3.8-max", "qwen/qwen3.8-max", "openrouter"),
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@@ -189,6 +193,7 @@ _MODEL_ENTRIES: list[tuple[str, str, str]] = [
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("qwen3.7-plus", "qwen/qwen3.7-plus", "openrouter"),
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("qwen3.6-flash", "qwen/qwen3.6-flash", "openrouter"),
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("qwen3.5-122b", "qwen/qwen3.5-122b-a10b", "openrouter"),
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("deepseek-v4-pro-0813", "deepseek/deepseek-v4-pro-0813", "openrouter"),
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("deepseek-v4-pro", "deepseek/deepseek-v4-pro", "openrouter"),
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("deepseek-v4-flash", "deepseek/deepseek-v4-flash", "openrouter"),
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# Volcengine Coding Plan (火山引擎代码计划 — coding-only endpoint)
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@@ -196,6 +201,7 @@ _MODEL_ENTRIES: list[tuple[str, str, str]] = [
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("glm-5.2", "glm-5-2", "volcengine-code"),
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("kimi-k2.5", "kimi-k2-5", "volcengine-code"),
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# Zhipu CodePlan (智谱代码计划 — coding-only endpoint)
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("glm-5.3", "glm-5.3", "zhipu-code"),
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("glm-5.2", "glm-5.2", "zhipu-code"),
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("glm-5.1", "glm-5.1", "zhipu-code"),
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("glm-5", "glm-5", "zhipu-code"),
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@@ -203,6 +209,7 @@ _MODEL_ENTRIES: list[tuple[str, str, str]] = [
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("glm-5v-turbo", "glm-5v-turbo", "zhipu-code"),
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("glm-4.7", "glm-4.7", "zhipu-code"),
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# Zhipu (智谱 — general endpoint, default for simple lookups)
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("glm-5.3", "glm-5.3", "zhipu"),
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("glm-5.2", "glm-5.2", "zhipu"),
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("glm-5.1", "glm-5.1", "zhipu"),
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("glm-5", "glm-5", "zhipu"),
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@@ -10,7 +10,7 @@
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<a href="https://pypi.org/project/EvoScientist/"><picture>
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<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg">
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<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-dark.svg">
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<img alt="PyPI v0.2.6" src="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg" height="28">
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<img alt="PyPI v0.2.7" src="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg" height="28">
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</picture></a><a href="https://EvoScientist.github.io/"><picture>
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<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-website-light.svg">
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<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-website-dark.svg">
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@@ -151,7 +151,8 @@ Moving beyond traditional human-in-the-loop systems, EvoScientist adopts a human
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<details>
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<summary>📦 Release Highlights — version changelog</summary>
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- **[07 Aug 2026]** **[v0.2.6](https://github.com/EvoScientist/EvoScientist/releases/tag/v0.2.6)** — Agent teams: invite installed expert skills into a session (`/expert <name>`) for in-turn consults, parallel panels, or background jobs; configurable bind hosts for the langgraph dev backend and WebUI (loopback by default); Volcengine Coding Plan provider (`glm-5.2`, `kimi-k2.5`); Qwen3.8-Max on DashScope and OpenRouter (1M context); deepagents 0.7.5 with media placeholders instead of provider 400s; a blank tool-call ID fix for Kimi/Zhipu sessions.
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- **[14 Aug 2026]** **[v0.2.7](https://github.com/EvoScientist/EvoScientist/releases/tag/v0.2.7)** — Faster startup (lazy imports, reusable kept-alive langgraph dev server, indexed thread listing); new models: Gemini 3.7 Flash (Google + OpenRouter), DeepSeek V4 Pro 0813, Grok 4.6, and GLM-5.3 (Zhipu + OpenRouter); encrypted-webhook channels reject unsigned POSTs; MCP stdio servers start reliably under redirected streams on Windows; sub-agent tools resolve at dispatch time; `/compact` history offload restored on deepagents 0.7.6.
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- **[07 Aug 2026]** **[v0.2.6](https://github.com/EvoScientist/EvoScientist/releases/tag/V0.2.6)** — Agent teams: invite installed expert skills into a session (`/expert <name>`) for in-turn consults, parallel panels, or background jobs; configurable bind hosts for the langgraph dev backend and WebUI (loopback by default); Volcengine Coding Plan provider (`glm-5.2`, `kimi-k2.5`); Qwen3.8-Max on DashScope and OpenRouter (1M context); deepagents 0.7.5 with media placeholders instead of provider 400s; a blank tool-call ID fix for Kimi/Zhipu sessions.
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- **[01 Aug 2026]** **[v0.2.5](https://github.com/EvoScientist/EvoScientist/releases/tag/v0.2.5)** — Unified human-in-the-loop approval across the main agent and sync + async sub-agents; deepagents 0.7.0 with leaner built-in prompts and a recursive `delete` tool gated behind the same approval as `execute`; Requesty and Atlas Cloud as new LLM providers; fixes for unnamed tool calls, interrupted tool-call history on sync sub-agents, and deploy-mode port propagation.
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- **[26 Jul 2026]** **[v0.2.4](https://github.com/EvoScientist/EvoScientist/releases/tag/v0.2.4)** — Claude Opus 5 selectable on Anthropic and OpenRouter (incl. fast), plus Gemini 3.6 Flash and 3.5 Flash Lite on Google and OpenRouter; Kimi K3 now works over Anthropic-protocol channels (Kimi For Coding, custom endpoints), covering structured output, history replay, and multi-turn thinking; fixes for interrupted tool-call history, skill-install path leaks, and OpenRouter SSE streaming (pinned below 0.11).
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- **[18 Jul 2026]** **[v0.2.3](https://github.com/EvoScientist/EvoScientist/releases/tag/v0.2.3)** — Kimi K3 selectable on Moonshot and OpenRouter (1M context); async sub-agent runs no longer get stuck pending thanks to orphaned-run cleanup; Telegram slash commands; provider fixes (DeepSeek native SDK, GPT-5.x via ChatGPT OAuth, OpenAI `reasoning_effort`); quieter tool-selector streaming and smaller checkpoints.
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+3
-2
@@ -15,7 +15,7 @@
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<a href="https://pypi.org/project/EvoScientist/"><picture>
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<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg">
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<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-dark.svg">
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<img alt="PyPI v0.2.6" src="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg" height="28">
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<img alt="PyPI v0.2.7" src="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg" height="28">
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</picture></a><a href="https://EvoScientist.github.io/"><picture>
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<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-website-light.svg">
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<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-website-dark.svg">
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@@ -160,7 +160,8 @@ EvoScientist 超越了传统的人在回路(Human-in-the-Loop)模式,采
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<details>
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<summary>📦 版本更新摘要(changelog)</summary>
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- **[2026 年 8 月 7 日]** **[v0.2.6](https://github.com/EvoScientist/EvoScientist/releases/tag/v0.2.6)** — Agent teams:可将已安装的专家技能邀请进会话(`/expert <name>`),支持轮内咨询、并行面板与后台任务;langgraph dev 后端与 WebUI 绑定地址可配置(默认仅回环);新增火山引擎代码计划 provider(`glm-5.2`、`kimi-k2.5`);Qwen3.8-Max 可在 DashScope 与 OpenRouter 选用(1M 上下文);deepagents 0.7.5,不支持的媒体改为占位符、不再触发 provider 400;修复 Kimi/Zhipu 会话的空白 tool-call ID 问题。
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- **[2026 年 8 月 14 日]** **[v0.2.7](https://github.com/EvoScientist/EvoScientist/releases/tag/v0.2.7)** — 启动更快(依赖延迟加载、langgraph dev 服务保活复用、会话列表索引查询);新增模型:Gemini 3.7 Flash(Google 与 OpenRouter)、DeepSeek V4 Pro 0813、Grok 4.6、GLM-5.3(智谱与 OpenRouter);配置加密 webhook 的渠道拒绝未签名 POST;MCP stdio 服务在重定向流下可正常启动(修复 Windows 报错);子 agent 工具改在派发时解析;`/compact` 历史 offload 适配 deepagents 0.7.6。
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- **[2026 年 8 月 7 日]** **[v0.2.6](https://github.com/EvoScientist/EvoScientist/releases/tag/V0.2.6)** — Agent teams:可将已安装的专家技能邀请进会话(`/expert <name>`),支持轮内咨询、并行面板与后台任务;langgraph dev 后端与 WebUI 绑定地址可配置(默认仅回环);新增火山引擎代码计划 provider(`glm-5.2`、`kimi-k2.5`);Qwen3.8-Max 可在 DashScope 与 OpenRouter 选用(1M 上下文);deepagents 0.7.5,不支持的媒体改为占位符、不再触发 provider 400;修复 Kimi/Zhipu 会话的空白 tool-call ID 问题。
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- **[2026 年 8 月 1 日]** **[v0.2.5](https://github.com/EvoScientist/EvoScientist/releases/tag/v0.2.5)** — 主 agent 与同步/异步子 agent 统一 human-in-the-loop 审批;升级 deepagents 0.7.0,内置 prompt 更精简,新增递归 `delete` 工具、与 `execute` 同级审批;新增 Requesty 与 Atlas Cloud 两个 LLM provider;修复无名工具调用、同步子 agent 的中断工具历史,以及 deploy 模式端口传播。
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- **[2026 年 7 月 26 日]** **[v0.2.4](https://github.com/EvoScientist/EvoScientist/releases/tag/v0.2.4)** — Claude Opus 5 可在 Anthropic 与 OpenRouter 中选用(含 fast),Google 与 OpenRouter 另新增 Gemini 3.6 Flash 与 3.5 Flash Lite;Kimi K3 打通 Anthropic 协议通道(Kimi For Coding、自定义端点),结构化输出、历史回放、多轮 thinking 均可用;修复中断的工具调用历史、技能安装路径泄漏,以及 OpenRouter SSE 流式回归(固定到 0.11 以下)。
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- **[2026 年 7 月 18 日]** **[v0.2.3](https://github.com/EvoScientist/EvoScientist/releases/tag/v0.2.3)** — Kimi K3 可在 Moonshot 与 OpenRouter 中选用(1M 上下文);清理孤儿运行后,异步子代理不再卡在 pending 状态;Telegram 斜杠命令;provider 修复(DeepSeek 原生 SDK、ChatGPT OAuth 下的 GPT-5.x、OpenAI `reasoning_effort`);tool-selector 流式输出更安静,checkpoint 体积更小。
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+1
-1
@@ -1,6 +1,6 @@
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[project]
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name = "EvoScientist"
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version = "0.2.6"
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version = "0.2.7"
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description = "EvoScientist: Towards Self-Evolving AI Scientists for End-to-End Scientific Discovery"
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readme = "README.md"
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requires-python = ">=3.11"
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