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docs: update self-evolution docs

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2026-06-09 12:07:41 +08:00
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13 changed files with 49 additions and 7 deletions
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docs/intro/architecture.mdx
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@@ -16,6 +16,7 @@ CowAgent's architecture consists of the following core modules:
| **Plan** | Understands user intent, decomposes complex tasks into multi-step plans, and iteratively invokes tools until the goal is achieved |
| **Memory** | Automatically persists important information as core memory and daily memory, with hybrid keyword and vector retrieval for cross-session context continuity |
| **Knowledge** | Organizes structured knowledge by topic. The Agent autonomously distills valuable information into Markdown pages, maintaining indexes and cross-references to build a growing knowledge network |
| **Evolution** | Reviews a conversation in an isolated environment after it goes idle, improving skills, following up on unfinished tasks, and backfilling memory and knowledge so the Agent keeps growing through everyday use |
| **Tools** | Core capability for Agent to access OS resources. 10+ built-in tools including file read/write, terminal, browser, scheduler, memory search, web search, and more |
| **Skills** | Loads and manages Skills. Supports one-click installation from Skill Hub, GitHub, and more, or custom skill creation through conversation |
| **Models** | Model layer with unified access to OpenAI, Claude, Gemini, DeepSeek, MiniMax, GLM, Qwen, and other mainstream LLMs |
@@ -84,4 +85,5 @@ Configure Agent mode parameters in `config.json`:
| `agent_max_steps` | Max decision steps per task | `20` |
| `enable_thinking` | Enable deep-thinking mode | `false` |
| `knowledge` | Enable personal knowledge base | `true` |
| `self_evolution_enabled` | Enable Self-Evolution (on by default for new installs) | `false` |
| `cow_lang` | Language for the UI, command text and system prompts; `auto` to detect, or set `zh` / `en` | `auto` |

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docs/intro/features.mdx
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@@ -15,7 +15,13 @@ In subsequent long-term conversations, the Agent intelligently stores or retriev
<img src="https://cdn.link-ai.tech/doc/20260203000455.png" width="800" />
</Frame>
See [Long-term Memory](/memory) and [Deep Dream](/memory/deep-dream) for details.
Building on this, **Self-Evolution** lets the Agent keep growing through everyday use: after a conversation goes idle, it reviews it automatically to improve skills, follow up on unfinished tasks, and backfill memory and knowledge. It speaks up only when it actually made a change, and every change can be undone. Enabled by default for new installs.
<Frame>
<img src="https://cdn.jsdelivr.net/gh/zhayujie/cowagent-assets@main/screenshots/en/web-console-evolution-demo.png" width="800" />
</Frame>
See [Long-term Memory](/memory), [Deep Dream](/memory/deep-dream), and [Self-Evolution](/memory/self-evolution) for details.
## 2. Personal Knowledge Base

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docs/intro/index.mdx
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@@ -32,6 +32,9 @@ CowAgent is lightweight, easy to deploy, and built to extend. Plug in any major
<Card title="Personal Knowledge Base" icon="book" href="/knowledge/index">
Auto-curates structured knowledge into a Markdown wiki, builds an evolving knowledge graph with visual browsing.
</Card>
<Card title="Self-Evolution" icon="seedling" href="/memory/self-evolution">
Reviews conversations automatically to improve skills, follow up on unfinished tasks, and consolidate memory and knowledge, growing through everyday use.
</Card>
<Card title="Skills System" icon="puzzle-piece" href="/skills/index">
A complete skill creation and execution engine. Install from Skill Hub or generate custom skills via natural-language conversation.
</Card>