Release/v0.0.6 (#138)

* chore: clean up empty code change sections in the changes log

* feat: add adaptive tools and context editing features to README

.github/assets/badge-pypi-dark.svg

@@ -5,5 +5,5 @@
   <rect x="54" y="5" width="62" height="24" rx="6" fill="#1565c0"/>
   <text x="85" y="22" text-anchor="middle"
         font-family="Inter, -apple-system, system-ui, sans-serif"
-        font-size="13" font-weight="700" fill="#ffffff">v0.0.5</text>
+        font-size="13" font-weight="700" fill="#ffffff">v0.0.6</text>
 </svg>

.github/assets/badge-pypi-light.svg

@@ -5,5 +5,5 @@
   <rect x="54" y="5" width="62" height="24" rx="6" fill="#2563eb"/>
   <text x="85" y="22" text-anchor="middle"
         font-family="Inter, -apple-system, system-ui, sans-serif"
-        font-size="13" font-weight="700" fill="#ffffff">v0.0.5</text>
+        font-size="13" font-weight="700" fill="#ffffff">v0.0.6</text>
 </svg>

README.md

@@ -10,7 +10,7 @@
 <a href="https://pypi.org/project/EvoScientist/"><picture>
   <source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg">
   <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-dark.svg">
-  <img alt="PyPI v0.0.5" src="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg" height="28">
+  <img alt="PyPI v0.0.6" src="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg" height="28">
 </picture></a><a href="https://EvoScientist.github.io/"><picture>
   <source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-website-light.svg">
   <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-website-dark.svg">
@@ -109,6 +109,8 @@ Moving beyond traditional human-in-the-loop systems, EvoScientist adopts a human
 - **📱 Multi-Channel** — CLI as the hub; Telegram, Slack, Feishu, WeChat, and more — one agent session.
 - **🔬 Scientific Workflow** — Intake → plan → execute → evaluate → write → verify.
 - **🔄 Code Generation Modes** — More Effort (iterative refinement), continuously improving code quality.
+- **⚡ Adaptive Tools** — Per-turn tool selection keeps only relevant tools visible, reducing noise.
+- **✂️ Context Editing** — Dynamic system prompt rewriting based on conversation state.
 - **🔌 MCP & Skills** — Plug in MCP servers or install skills from GitHub on the fly.
 
 > [!TIP]

README.zh-CN.md

@@ -15,7 +15,7 @@
 <a href="https://pypi.org/project/EvoScientist/"><picture>
   <source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg">
   <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-dark.svg">
-  <img alt="PyPI v0.0.5" src="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg" height="28">
+  <img alt="PyPI v0.0.6" src="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-pypi-light.svg" height="28">
 </picture></a><a href="https://EvoScientist.github.io/"><picture>
   <source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-website-light.svg">
   <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/EvoScientist/EvoScientist/main/.github/assets/badge-website-dark.svg">
@@ -117,6 +117,8 @@ EvoScientist 超越了传统的人在回路（Human-in-the-Loop）模式，采
 - **📱 多渠道接入** — CLI 为中心；Telegram、Slack、飞书、微信等——共享同一智能体会话。
 - **🔬 科学工作流** — 需求采集 → 规划 → 执行 → 评估 → 撰写 → 验证。
 - **🔄 代码生成模式** — More Effort（迭代精修），持续迭代提升代码生成质量。
+- **⚡ 自适应工具** — 每轮对话智能筛选相关工具，减少干扰提升效率。
+- **✂️ 上下文编辑** — 根据对话状态动态改写系统提示词。
 - **🔌 MCP 与 Skills** — 即插即用 MCP 服务器，或从 GitHub 一键安装技能包。
 
 > [!TIP]

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "EvoScientist"
-version = "0.0.5"
+version = "0.0.6"
 description = "EvoScientist: Towards Self-Evolving AI Scientists for End-to-End Scientific Discovery"
 readme = "README.md"
 requires-python = ">=3.11"