sunkw v0.9.16

A self-evolving AI agent with dynamic toolkit management.

📊 工具使用 TOP5

工具	调用次数
—	—

🧰 所有工具 (64 个)

• toolkit_browser_tab — def toolkit_browser_tab(action: str, browser: str = "firefox", tab_title: str =
• toolkit_build — def toolkit_build(action: str, directory: str = "."):
• toolkit_build_package — def toolkit_build_package():
• toolkit_bump_version — def toolkit_bump_version(version: str, file: str = "pyproject.toml", dry_run: bo
• toolkit_clean_comments — def toolkit_clean_comments(
• toolkit_comment — def toolkit_comment(mode: str, description: str = "", model_name: str = ""):
• toolkit_config — toolkit_config — 允许 Agent 读取和修改自身运行时配置
• toolkit_date_diff — def toolkit_date_diff(start_date: str, end_date: str = None) -> dict:
• toolkit_diff — 生成 unified diff 格式的差异
• toolkit_dump_topic — def toolkit_dump_topic(role: str = "all") -> dict:
• toolkit_dynamic_skill — 确保技能目录存在。
• toolkit_edit — def toolkit_edit(file_path: str, action: str = "apply_patch", content: str = "",
• toolkit_edit_file — def toolkit_edit_file(filename: str, old_text: str, new_text: str, description:
• toolkit_evolution_exp — Internal: get the exp path.
• toolkit_exec — def toolkit_exec(app: str = "", args: list = None, action: str = "single", comma
• toolkit_experience_solidify — def toolkit_experience_solidify(
• toolkit_explr — Internal: log.
• toolkit_export_last_pdf — Remove characters that fpdf2 cannot render
• toolkit_file — def toolkit_file(action: str, filename: str = "", content: str = "", path: str =
• toolkit_format_code — def toolkit_format_code(
• toolkit_get_config_path — def toolkit_get_config_path() -> dict:
• toolkit_get_models — def toolkit_get_models():
• toolkit_gettime — def toolkit_gettime() -> dict:
• toolkit_git_push_all_remotes — git 全远程推送工具 — 向所有配置的远程仓库推送当前分支
• toolkit_input — toolkit_input — 操作能力：鼠标移动/点击/拖拽 + 键盘输入/快捷键
• toolkit_js_fetch — 跨平台自动选择最佳浏览器：
• toolkit_kb — toolkit_kb -- Markdown 知识库管理工具。
• toolkit_list_dir — def toolkit_list_dir(path=".", recursive=False, show_hidden=False):
• toolkit_lsp — def toolkit_lsp(
• toolkit_lunar — toolkit_lunar — 公历/农历互转，含天干地支、生肖、节气
• toolkit_mcp — def toolkit_mcp(action: str = "connect", server_name: str = "", command: str = "
• toolkit_memory — def toolkit_memory(action: str, content: str = "", category: str = "general", pr
• toolkit_mode — def toolkit_mode(action: str, text: str = "", mode: str = ""):
• toolkit_notify — def toolkit_notify(title: str, message: str, urgency: str = "normal", duration:
• toolkit_ocr — def toolkit_ocr(action: str, image_path: str = None, image_base64: str = None,
• toolkit_os_info — Internal: cached os info.
• toolkit_parallel_subtasks — 执行单个子任务（在独立线程中运行）。
• toolkit_pkg — def toolkit_pkg(action: str, packages: str = None, module: str = None):
• toolkit_plan — Internal: ensure plans dir.
• toolkit_proactive — def toolkit_proactive(action: str, content: str = "", priority: int = 2, goal_id
• toolkit_prompt_evolve — toolkit_prompt_evolve — 允许 Agent 管理自己的系统提示词版本
• toolkit_query_chat_history — def toolkit_query_chat_history(action="schema", conversation_id=None, keyword=No
• toolkit_question — def toolkit_question(
• toolkit_read_lines — def toolkit_read_lines(filename: str, start: int, end: int) -> str:
• toolkit_read_pyproject — 读取并解析 pyproject.toml，提取项目元数据
• toolkit_reflection — toolkit_reflection — 允许 Agent 主动触发自我反思
• toolkit_release_version — def toolkit_release_version(version: str, changes: list, changelog_section: str
• toolkit_run_tests — def toolkit_run_tests(pattern: str = "test_*.py") -> dict:
• toolkit_save_file — def toolkit_save_file(path=None, content=None, chunks=None, append=False, encodi
• toolkit_scheduler — def toolkit_scheduler(action: str, **kwargs):
• toolkit_screen_read — def toolkit_screen_read(action: str, browser: str = "firefox", tab_title: str =
• toolkit_screenshot — def toolkit_screenshot(action: str, region: str = None, monitor: int = None, out
• toolkit_search — def toolkit_search(query: str, max_results: int = 10, lang: str = "", engine: st
• toolkit_self_evolve — def toolkit_self_evolve(file_path: str, description: str, old_code: str, new_cod
• toolkit_self_report — def toolkit_self_report() -> dict:
• toolkit_set_topic_title — def toolkit_set_topic_title(title: str) -> dict:
• toolkit_stream_save — def toolkit_stream_save(stream_id=None, target_path=None, append=False):
• toolkit_subconscious — def toolkit_subconscious(action: str, focus: str = None):
• toolkit_sudo_gui — def toolkit_sudo_gui(app: str, args: list, prompt: str = "请输入管理员密码"):
• toolkit_task_resume — 自动恢复机制 - 检查并恢复未完成的 TODO/Plan
• toolkit_test_gui — def toolkit_test_gui(timeout: int = 30, debug: bool = True) -> dict:
• toolkit_todo — 获取当前 DB 连接（通过 session_ref → agent → db）
• toolkit_toggle_reasoning — def toolkit_toggle_reasoning(enable: bool = None) -> dict:
• toolkit_write_b64 — def toolkit_write_b64(path: str, b64_content: str, append: bool = False):

⚙️ 自进化引擎

后台每小时自动运行：

• 🔍 工具使用分析 & 优化建议
• 📝 README.md 自动同步（本文件）
• 🎯 技能模式整理

最后更新: 2026-06-03 07:53