diff --git a/agent/agent.py b/agent/agent.py index 631a74e..112e678 100644 --- a/agent/agent.py +++ b/agent/agent.py @@ -203,11 +203,22 @@ class Agent: print(reply) """ - SYSTEM_PROMPT = ( + SYSTEM_PROMPT = """ "你是一个智能助手，可以调用工具完成用户的任务。\n" "调用工具时请确保参数完整准确。\n" "工具调用结果会自动返回给你，请根据结果给出最终回答。" - ) + + 可用工具如下: + {tools} + + 请严格按照以下格式进行回应: + + Thought: 你的思考过程，用于分析问题、拆解任务和规划下一步行动。 + Action: 你决定采取的行动，必须是以下格式之一: + - `{{tool_name}}[{{tool_input}}]`:调用一个可用工具。 + - `Finish[最终答案]`:当你认为已经获得最终答案时。 + - 当你收集到足够的信息，能够回答用户的最终问题时，你必须在Action:字段后使用 Finish[最终答案] 来输出最终答案。 + """ def __init__( self, @@ -283,7 +294,7 @@ class Agent: logger.info(f"🔁 推理步骤 {step}/{self._max_steps}") # 构造 API 消息列表 - messages = self._build_messages(loop_history) + messages = self._build_messages(tools, loop_history) # 调用 LLM llm_resp = self.llm.chat( @@ -368,8 +379,9 @@ class Agent: # ── 消息构造 ────────────────────────────────────────────── - def _build_messages(self, history: list[Message]) -> list[dict]: - messages = [{"role": "system", "content": self.system_prompt}] + def _build_messages(self, tools, history: list[Message]) -> list[dict]: + prompt = self.system_prompt.format(tools="\n".join(f"{tool['name']}: {tool['description']}" for tool in tools)) + messages = [{"role": "system", "content":prompt}] messages += [m.to_api_dict() for m in history] return messages diff --git a/config.yaml b/config.yaml index e164d71..bbd4153 100644 --- a/config.yaml +++ b/config.yaml @@ -19,19 +19,19 @@ llm: database: type: "sqlite" url: "sqlite:///skills.db" -skills_directory: "C:\\Users\\sonto\\Workspace\\base_agent\\skills\\OpenCLI\\skills" # 新增：SKILL.md 文件所在目录 +skills_directory: "./" # 新增：SKILL.md 文件所在目录 # ── 本地 MCP Server 配置 ─────────────────────────────────────── mcp: - server_name: "DemoMCPServer" + server_name: "MCPServer" transport: "stdio" host: "localhost" port: 3000 # 本地注册的工具列表 enabled_tools: - - calculator +# - calculator - web_search - - file_reader - - code_executor +# - file_reader +# - code_executor # ── 在线 MCP Skill 配置 ──────────────────────────────────────── # 每一项代表一个远端 MCP Server，其暴露的所有工具将作为 skill 注册到 Agent @@ -113,8 +113,7 @@ tools: web_search: max_results: 5 timeout: 10 - api_key: "" - engine: "mock" + api_key: "7917bef5e46044af5209fdb78518be98be394f3fe763bbce3fbb503280408bd9" file_reader: allowed_root: "./workspace" diff --git a/envs b/envs new file mode 100644 index 0000000..12a845a --- /dev/null +++ b/envs @@ -0,0 +1,7 @@ +LOG_DIR="./logs" # 日志目录 + +# --- HEXSTRIKE_AI 配置项 --- +HEXSTRIKE_AI_ENTRY="hexstrike_server:app" # WSGI 入口，格式为 模块名:变量名 +HEXSTRIKE_AI_BIND_ADDRESS="127.0.0.1:8000" # 监听地址 +HEXSTRIKE_AI_WORKERS=4 # 工作进程数 +HEXSTRIKE_AI_PID_FILE="./hexstrike_ai.pid" # PID 文件保存位置 \ No newline at end of file diff --git a/install.sh b/install.sh new file mode 100755 index 0000000..fe2136b --- /dev/null +++ b/install.sh @@ -0,0 +1,19 @@ +#!/usr/bin/env bash + +SKILLS_DIR="./skills" + +function install () { + name=$1 + url=$2 + + if ! [ -d "${SKILLS_DIR}/$name" ]; then + git clone $url ${SKILLS_DIR}/$name + fi + requirements_file="${SKILLS_DIR}/$name/requirements.txt" + if [ -f ${requirements_file} ]; then + pip install -r $requirements_file + fi +} + +pip install -r ./requirements.txt +install "hexstrike_ai" "https://github.com/0x4m4/hexstrike-ai.git" \ No newline at end of file diff --git a/logs/agent.log b/logs/agent.log index 89f6c8c..af1d0c3 100644 --- a/logs/agent.log +++ b/logs/agent.log @@ -6515,3 +6515,1065 @@ The function `get_system_name()` uses `platform.system()` to determine the syste 🔵 [local ] file_reader 🔵 [local ] code_executor 2026-04-15 16:34:20 [INFO ] agent.MCP.SkillRegistry │ 🔌 SkillRegistry 已关闭所有连接 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在database发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在tools发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在llm发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在.DS_Store发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在memory发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在requirements.txt发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在config发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在install.sh发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在config.yaml发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在utils发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在agent发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在mcp发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在run.sh发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在README.md发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在logs发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在skills发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在stop.sh发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在.git发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在main.py发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在envs发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在client发现SKILL.md文件 +2026-05-22 11:47:08 [WARNING ] agent.mcp.SkillLoader │ 未在.idea发现SKILL.md文件 +2026-05-22 11:47:08 [INFO ] agent.MCP.SkillRegistry │ 🔧 注册本地工具: ['calculator', 'web_search', 'file_reader', 'code_executor'] +2026-05-22 11:47:08 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: calculator +2026-05-22 11:47:08 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: web_search +2026-05-22 11:47:08 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: file_reader +2026-05-22 11:47:08 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: code_executor +2026-05-22 11:47:08 [INFO ] agent.MCP.SkillRegistry │ 🌐 开始连接在线 MCP Skills，数量=1 +2026-05-22 11:47:08 [INFO ] agent.MCP.SkillClient │ 🌐 连接在线 MCP Skill: [hexstrike-ai] + 传输协议: stdio + 地址 : python3 + 超时 : 300s + 重试 : 2 次 +2026-05-22 11:47:08 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-05-22 11:47:08 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=13544 +2026-05-22 11:47:19 [INFO ] agent.MCP.SkillClient │ 🤝 MCP 握手成功 [hexstrike-ai] + 服务端: hexstrike-ai-mcp v1.26.0 + 协议版本: 2024-11-05 +2026-05-22 11:47:19 [INFO ] agent.MCP.SkillClient │ ✅ MCP Skill [hexstrike-ai] 连接成功 +2026-05-22 11:47:20 [INFO ] agent.MCP.SkillClient │ 📦 MCP Skill [hexstrike-ai] 工具列表: + • nmap_scan: + Execute an enhanced Nmap scan against a target with + • gobuster_scan: + Execute Gobuster to find directories, DNS subdomain + • nuclei_scan: + Execute Nuclei vulnerability scanner with enhanced + • prowler_scan: + Execute Prowler for comprehensive cloud security as + • trivy_scan: + Execute Trivy for container and filesystem vulnerab + • scout_suite_assessment: + Execute Scout Suite for multi-cloud security assess + • cloudmapper_analysis: + Execute CloudMapper for AWS network visualization a + • pacu_exploitation: + Execute Pacu for AWS exploitation framework. + + + • kube_hunter_scan: + Execute kube-hunter for Kubernetes penetration test + • kube_bench_cis: + Execute kube-bench for CIS Kubernetes benchmark che + • docker_bench_security_scan: + Execute Docker Bench for Security for Docker securi + • clair_vulnerability_scan: + Execute Clair for container vulnerability analysis. + • falco_runtime_monitoring: + Execute Falco for runtime security monitoring. + + + • checkov_iac_scan: + Execute Checkov for infrastructure as code security + • terrascan_iac_scan: + Execute Terrascan for infrastructure as code securi + • create_file: + Create a file with specified content on the HexStri + • modify_file: + Modify an existing file on the HexStrike server. + + + • delete_file: + Delete a file or directory on the HexStrike server. + • list_files: + List files in a directory on the HexStrike server. + + • generate_payload: + Generate large payloads for testing and exploitatio + • install_python_package: + Install a Python package in a virtual environment o + • execute_python_script: + Execute a Python script in a virtual environment on + • dirb_scan: + Execute Dirb for directory brute forcing with enhan + • nikto_scan: + Execute Nikto web vulnerability scanner with enhanc + • sqlmap_scan: + Execute SQLMap for SQL injection testing with enhan + • metasploit_run: + Execute a Metasploit module with enhanced logging. + + • hydra_attack: + Execute Hydra for password brute forcing with enhan + • john_crack: + Execute John the Ripper for password cracking with + • wpscan_analyze: + Execute WPScan for WordPress vulnerability scanning + • enum4linux_scan: + Execute Enum4linux for SMB enumeration with enhance + • ffuf_scan: + Execute FFuf for web fuzzing with enhanced logging. + • netexec_scan: + Execute NetExec (formerly CrackMapExec) for network + • amass_scan: + Execute Amass for subdomain enumeration with enhanc + • hashcat_crack: + Execute Hashcat for advanced password cracking with + • subfinder_scan: + Execute Subfinder for passive subdomain enumeration + • smbmap_scan: + Execute SMBMap for SMB share enumeration with enhan + • rustscan_fast_scan: + Execute Rustscan for ultra-fast port scanning with + • masscan_high_speed: + Execute Masscan for high-speed Internet-scale port + • nmap_advanced_scan: + Execute advanced Nmap scans with custom NSE scripts + • autorecon_comprehensive: + Execute AutoRecon for comprehensive automated recon + • enum4linux_ng_advanced: + Execute Enum4linux-ng for advanced SMB enumeration + • rpcclient_enumeration: + Execute rpcclient for RPC enumeration with enhanced + • nbtscan_netbios: + Execute nbtscan for NetBIOS name scanning with enha + • arp_scan_discovery: + Execute arp-scan for network discovery with enhance + • responder_credential_harvest: + Execute Responder for credential harvesting with en + • volatility_analyze: + Execute Volatility for memory forensics analysis wi + • msfvenom_generate: + Execute MSFVenom for payload generation with enhanc + • gdb_analyze: + Execute GDB for binary analysis and debugging with + • radare2_analyze: + Execute Radare2 for binary analysis and reverse eng + • binwalk_analyze: + Execute Binwalk for firmware and file analysis with + • ropgadget_search: + Search for ROP gadgets in a binary using ROPgadget + • checksec_analyze: + Check security features of a binary with enhanced l + • xxd_hexdump: + Create a hex dump of a file using xxd with enhanced + • strings_extract: + Extract strings from a binary file with enhanced lo + • objdump_analyze: + Analyze a binary using objdump with enhanced loggin + • ghidra_analysis: + Execute Ghidra for advanced binary analysis and rev + • pwntools_exploit: + Execute Pwntools for exploit development and automa + • one_gadget_search: + Execute one_gadget to find one-shot RCE gadgets in + • libc_database_lookup: + Execute libc-database for libc identification and o + • gdb_peda_debug: + Execute GDB with PEDA for enhanced debugging and ex + • angr_symbolic_execution: + Execute angr for symbolic execution and binary anal + • ropper_gadget_search: + Execute ropper for advanced ROP/JOP gadget searchin + • pwninit_setup: + Execute pwninit for CTF binary exploitation setup. + + • feroxbuster_scan: + Execute Feroxbuster for recursive content discovery + • dotdotpwn_scan: + Execute DotDotPwn for directory traversal testing w + • xsser_scan: + Execute XSSer for XSS vulnerability testing with en + • wfuzz_scan: + Execute Wfuzz for web application fuzzing with enha + • dirsearch_scan: + Execute Dirsearch for advanced directory and file d + • katana_crawl: + Execute Katana for next-generation crawling and spi + • gau_discovery: + Execute Gau (Get All URLs) for URL discovery from m + • waybackurls_discovery: + Execute Waybackurls for historical URL discovery wi + • arjun_parameter_discovery: + Execute Arjun for HTTP parameter discovery with enh + • paramspider_mining: + Execute ParamSpider for parameter mining from web a + • x8_parameter_discovery: + Execute x8 for hidden parameter discovery with enha + • jaeles_vulnerability_scan: + Execute Jaeles for advanced vulnerability scanning + • dalfox_xss_scan: + Execute Dalfox for advanced XSS vulnerability scann + • httpx_probe: + Execute httpx for fast HTTP probing and technology + • anew_data_processing: + Execute anew for appending new lines to files (usef + • qsreplace_parameter_replacement: + Execute qsreplace for query string parameter replac + • uro_url_filtering: + Execute uro for filtering out similar URLs. + + + • ai_generate_payload: + Generate AI-powered contextual payloads for securit + • ai_test_payload: + Test generated payload against target with AI analy + • ai_generate_attack_suite: + Generate comprehensive attack suite with multiple p + • api_fuzzer: + Advanced API endpoint fuzzing with intelligent para + • graphql_scanner: + Advanced GraphQL security scanning and introspectio + • jwt_analyzer: + Advanced JWT token analysis and vulnerability testi + • api_schema_analyzer: + Analyze API schemas and identify potential security + • comprehensive_api_audit: + Comprehensive API security audit combining multiple + • volatility3_analyze: + Execute Volatility3 for advanced memory forensics w + • foremost_carving: + Execute Foremost for file carving with enhanced log + • steghide_analysis: + Execute Steghide for steganography analysis with en + • exiftool_extract: + Execute ExifTool for metadata extraction with enhan + • hashpump_attack: + Execute HashPump for hash length extension attacks + • hakrawler_crawl: + Execute Hakrawler for web endpoint discovery with e + • paramspider_discovery: + Execute ParamSpider for parameter discovery with en + • burpsuite_scan: + Execute Burp Suite with enhanced logging. + + + • zap_scan: + Execute OWASP ZAP with enhanced logging. + + A + • arjun_scan: + Execute Arjun for parameter discovery with enhanced + • wafw00f_scan: + Execute wafw00f to identify and fingerprint WAF pro + • fierce_scan: + Execute fierce for DNS reconnaissance with enhanced + • dnsenum_scan: + Execute dnsenum for DNS enumeration with enhanced l + • autorecon_scan: + Execute AutoRecon for comprehensive target enumerat + • server_health: + Check the health status of the HexStrike AI server. + • get_cache_stats: + Get cache statistics from the HexStrike AI server. + + • clear_cache: + Clear the cache on the HexStrike AI server. + + + • get_telemetry: + Get system telemetry from the HexStrike AI server. + + • list_active_processes: + List all active processes on the HexStrike AI serve + • get_process_status: + Get the status of a specific process. + + Args + • terminate_process: + Terminate a specific running process. + + Args + • pause_process: + Pause a specific running process. + + Args: + + • resume_process: + Resume a paused process. + + Args: + + • get_process_dashboard: + Get enhanced process dashboard with visual status i + • execute_command: + Execute an arbitrary command on the HexStrike AI se + • monitor_cve_feeds: + Monitor CVE databases for new vulnerabilities with + • generate_exploit_from_cve: + Generate working exploits from CVE information usin + • discover_attack_chains: + Discover multi-stage attack chains for target softw + • research_zero_day_opportunities: + Automated zero-day vulnerability research using AI + • correlate_threat_intelligence: + Correlate threat intelligence across multiple sourc + • advanced_payload_generation: + Generate advanced payloads with AI-powered evasion + • vulnerability_intelligence_dashboard: + Get a comprehensive vulnerability intelligence dash + • threat_hunting_assistant: + AI-powered threat hunting assistant with vulnerabil + • get_live_dashboard: + Get a beautiful live dashboard showing all active p + • create_vulnerability_report: + Create a beautiful vulnerability report with severi + • format_tool_output_visual: + Format tool output with beautiful visual styling, s + • create_scan_summary: + Create a comprehensive scan summary report with bea + • display_system_metrics: + Display current system metrics and performance indi + • analyze_target_intelligence: + Analyze target using AI-powered intelligence to cre + • select_optimal_tools_ai: + Use AI to select optimal security tools based on ta + • optimize_tool_parameters_ai: + Use AI to optimize tool parameters based on target + • create_attack_chain_ai: + Create an intelligent attack chain using AI-driven + • intelligent_smart_scan: + Execute an intelligent scan using AI-driven tool se + • detect_technologies_ai: + Use AI to detect technologies and provide technolog + • ai_reconnaissance_workflow: + Execute AI-driven reconnaissance workflow with inte + • ai_vulnerability_assessment: + Perform AI-driven vulnerability assessment with int + • bugbounty_reconnaissance_workflow: + Create comprehensive reconnaissance workflow for bu + • bugbounty_vulnerability_hunting: + Create vulnerability hunting workflow prioritized b + • bugbounty_business_logic_testing: + Create business logic testing workflow for advanced + • bugbounty_osint_gathering: + Create OSINT (Open Source Intelligence) gathering w + • bugbounty_file_upload_testing: + Create file upload vulnerability testing workflow w + • bugbounty_comprehensive_assessment: + Create comprehensive bug bounty assessment combinin + • bugbounty_authentication_bypass_testing: + Create authentication bypass testing workflow for b + • http_framework_test: + Enhanced HTTP testing framework (Burp Suite alterna + • browser_agent_inspect: + AI-powered browser agent for comprehensive web appl + • http_set_rules: Set match/replace rules used to rewrite parts of URL/query/h + • http_set_scope: Define in-scope host (and optionally subdomains) so out-of-s + • http_repeater: Send a crafted request (Burp Repeater equivalent). request_s + • http_intruder: Simple Intruder (sniper) fuzzing. Iterates payloads over eac + • burpsuite_alternative_scan: + Comprehensive Burp Suite alternative combining HTTP + • error_handling_statistics: + Get intelligent error handling system statistics an + • test_error_recovery: + Test the intelligent error recovery system with sim +2026-05-22 11:47:20 [INFO ] agent.MCP.SkillRegistry │ ✅ Skill [hexstrike-ai] 注册完成 工具数=150: ['nmap_scan', 'gobuster_scan', 'nuclei_scan', 'prowler_scan', 'trivy_scan', 'scout_suite_assessment', 'cloudmapper_analysis', 'pacu_exploitation', 'kube_hunter_scan', 'kube_bench_cis', 'docker_bench_security_scan', 'clair_vulnerability_scan', 'falco_runtime_monitoring', 'checkov_iac_scan', 'terrascan_iac_scan', 'create_file', 'modify_file', 'delete_file', 'list_files', 'generate_payload', 'install_python_package', 'execute_python_script', 'dirb_scan', 'nikto_scan', 'sqlmap_scan', 'metasploit_run', 'hydra_attack', 'john_crack', 'wpscan_analyze', 'enum4linux_scan', 'ffuf_scan', 'netexec_scan', 'amass_scan', 'hashcat_crack', 'subfinder_scan', 'smbmap_scan', 'rustscan_fast_scan', 'masscan_high_speed', 'nmap_advanced_scan', 'autorecon_comprehensive', 'enum4linux_ng_advanced', 'rpcclient_enumeration', 'nbtscan_netbios', 'arp_scan_discovery', 'responder_credential_harvest', 'volatility_analyze', 'msfvenom_generate', 'gdb_analyze', 'radare2_analyze', 'binwalk_analyze', 'ropgadget_search', 'checksec_analyze', 'xxd_hexdump', 'strings_extract', 'objdump_analyze', 'ghidra_analysis', 'pwntools_exploit', 'one_gadget_search', 'libc_database_lookup', 'gdb_peda_debug', 'angr_symbolic_execution', 'ropper_gadget_search', 'pwninit_setup', 'feroxbuster_scan', 'dotdotpwn_scan', 'xsser_scan', 'wfuzz_scan', 'dirsearch_scan', 'katana_crawl', 'gau_discovery', 'waybackurls_discovery', 'arjun_parameter_discovery', 'paramspider_mining', 'x8_parameter_discovery', 'jaeles_vulnerability_scan', 'dalfox_xss_scan', 'httpx_probe', 'anew_data_processing', 'qsreplace_parameter_replacement', 'uro_url_filtering', 'ai_generate_payload', 'ai_test_payload', 'ai_generate_attack_suite', 'api_fuzzer', 'graphql_scanner', 'jwt_analyzer', 'api_schema_analyzer', 'comprehensive_api_audit', 'volatility3_analyze', 'foremost_carving', 'steghide_analysis', 'exiftool_extract', 'hashpump_attack', 'hakrawler_crawl', 'paramspider_discovery', 'burpsuite_scan', 'zap_scan', 'arjun_scan', 'wafw00f_scan', 'fierce_scan', 'dnsenum_scan', 'autorecon_scan', 'server_health', 'get_cache_stats', 'clear_cache', 'get_telemetry', 'list_active_processes', 'get_process_status', 'terminate_process', 'pause_process', 'resume_process', 'get_process_dashboard', 'execute_command', 'monitor_cve_feeds', 'generate_exploit_from_cve', 'discover_attack_chains', 'research_zero_day_opportunities', 'correlate_threat_intelligence', 'advanced_payload_generation', 'vulnerability_intelligence_dashboard', 'threat_hunting_assistant', 'get_live_dashboard', 'create_vulnerability_report', 'format_tool_output_visual', 'create_scan_summary', 'display_system_metrics', 'analyze_target_intelligence', 'select_optimal_tools_ai', 'optimize_tool_parameters_ai', 'create_attack_chain_ai', 'intelligent_smart_scan', 'detect_technologies_ai', 'ai_reconnaissance_workflow', 'ai_vulnerability_assessment', 'bugbounty_reconnaissance_workflow', 'bugbounty_vulnerability_hunting', 'bugbounty_business_logic_testing', 'bugbounty_osint_gathering', 'bugbounty_file_upload_testing', 'bugbounty_comprehensive_assessment', 'bugbounty_authentication_bypass_testing', 'http_framework_test', 'browser_agent_inspect', 'http_set_rules', 'http_set_scope', 'http_repeater', 'http_intruder', 'burpsuite_alternative_scan', 'error_handling_statistics', 'test_error_recovery'] +2026-05-22 11:47:20 [INFO ] agent.MCP.SkillRegistry │ 📊 SkillRegistry 初始化完成 + 本地工具 : 4 个 ['calculator', 'web_search', 'file_reader', 'code_executor'] + 远端工具 : 150 个 ['nmap_scan', 'gobuster_scan', 'nuclei_scan', 'prowler_scan', 'trivy_scan', 'scout_suite_assessment', 'cloudmapper_analysis', 'pacu_exploitation', 'kube_hunter_scan', 'kube_bench_cis', 'docker_bench_security_scan', 'clair_vulnerability_scan', 'falco_runtime_monitoring', 'checkov_iac_scan', 'terrascan_iac_scan', 'create_file', 'modify_file', 'delete_file', 'list_files', 'generate_payload', 'install_python_package', 'execute_python_script', 'dirb_scan', 'nikto_scan', 'sqlmap_scan', 'metasploit_run', 'hydra_attack', 'john_crack', 'wpscan_analyze', 'enum4linux_scan', 'ffuf_scan', 'netexec_scan', 'amass_scan', 'hashcat_crack', 'subfinder_scan', 'smbmap_scan', 'rustscan_fast_scan', 'masscan_high_speed', 'nmap_advanced_scan', 'autorecon_comprehensive', 'enum4linux_ng_advanced', 'rpcclient_enumeration', 'nbtscan_netbios', 'arp_scan_discovery', 'responder_credential_harvest', 'volatility_analyze', 'msfvenom_generate', 'gdb_analyze', 'radare2_analyze', 'binwalk_analyze', 'ropgadget_search', 'checksec_analyze', 'xxd_hexdump', 'strings_extract', 'objdump_analyze', 'ghidra_analysis', 'pwntools_exploit', 'one_gadget_search', 'libc_database_lookup', 'gdb_peda_debug', 'angr_symbolic_execution', 'ropper_gadget_search', 'pwninit_setup', 'feroxbuster_scan', 'dotdotpwn_scan', 'xsser_scan', 'wfuzz_scan', 'dirsearch_scan', 'katana_crawl', 'gau_discovery', 'waybackurls_discovery', 'arjun_parameter_discovery', 'paramspider_mining', 'x8_parameter_discovery', 'jaeles_vulnerability_scan', 'dalfox_xss_scan', 'httpx_probe', 'anew_data_processing', 'qsreplace_parameter_replacement', 'uro_url_filtering', 'ai_generate_payload', 'ai_test_payload', 'ai_generate_attack_suite', 'api_fuzzer', 'graphql_scanner', 'jwt_analyzer', 'api_schema_analyzer', 'comprehensive_api_audit', 'volatility3_analyze', 'foremost_carving', 'steghide_analysis', 'exiftool_extract', 'hashpump_attack', 'hakrawler_crawl', 'paramspider_discovery', 'burpsuite_scan', 'zap_scan', 'arjun_scan', 'wafw00f_scan', 'fierce_scan', 'dnsenum_scan', 'autorecon_scan', 'server_health', 'get_cache_stats', 'clear_cache', 'get_telemetry', 'list_active_processes', 'get_process_status', 'terminate_process', 'pause_process', 'resume_process', 'get_process_dashboard', 'execute_command', 'monitor_cve_feeds', 'generate_exploit_from_cve', 'discover_attack_chains', 'research_zero_day_opportunities', 'correlate_threat_intelligence', 'advanced_payload_generation', 'vulnerability_intelligence_dashboard', 'threat_hunting_assistant', 'get_live_dashboard', 'create_vulnerability_report', 'format_tool_output_visual', 'create_scan_summary', 'display_system_metrics', 'analyze_target_intelligence', 'select_optimal_tools_ai', 'optimize_tool_parameters_ai', 'create_attack_chain_ai', 'intelligent_smart_scan', 'detect_technologies_ai', 'ai_reconnaissance_workflow', 'ai_vulnerability_assessment', 'bugbounty_reconnaissance_workflow', 'bugbounty_vulnerability_hunting', 'bugbounty_business_logic_testing', 'bugbounty_osint_gathering', 'bugbounty_file_upload_testing', 'bugbounty_comprehensive_assessment', 'bugbounty_authentication_bypass_testing', 'http_framework_test', 'browser_agent_inspect', 'http_set_rules', 'http_set_scope', 'http_repeater', 'http_intruder', 'burpsuite_alternative_scan', 'error_handling_statistics', 'test_error_recovery'] +2026-05-22 11:47:24 [INFO ] agent.Agent │ 🤖 Agent 初始化完成 + LLM : openai / gpt-4o + 工具总数 : 154 个 + 最大步数 : 10 + 工具列表 : + 🔵 [local ] calculator + 🔵 [local ] web_search + 🔵 [local ] file_reader + 🔵 [local ] code_executor + 🟢 [remote:hexstrike-ai ] nmap_scan + 🟢 [remote:hexstrike-ai ] gobuster_scan + 🟢 [remote:hexstrike-ai ] nuclei_scan + 🟢 [remote:hexstrike-ai ] prowler_scan + 🟢 [remote:hexstrike-ai ] trivy_scan + 🟢 [remote:hexstrike-ai ] scout_suite_assessment + 🟢 [remote:hexstrike-ai ] cloudmapper_analysis + 🟢 [remote:hexstrike-ai ] pacu_exploitation + 🟢 [remote:hexstrike-ai ] kube_hunter_scan + 🟢 [remote:hexstrike-ai ] kube_bench_cis + 🟢 [remote:hexstrike-ai ] docker_bench_security_scan + 🟢 [remote:hexstrike-ai ] clair_vulnerability_scan + 🟢 [remote:hexstrike-ai ] falco_runtime_monitoring + 🟢 [remote:hexstrike-ai ] checkov_iac_scan + 🟢 [remote:hexstrike-ai ] terrascan_iac_scan + 🟢 [remote:hexstrike-ai ] create_file + 🟢 [remote:hexstrike-ai ] modify_file + 🟢 [remote:hexstrike-ai ] delete_file + 🟢 [remote:hexstrike-ai ] list_files + 🟢 [remote:hexstrike-ai ] generate_payload + 🟢 [remote:hexstrike-ai ] install_python_package + 🟢 [remote:hexstrike-ai ] execute_python_script + 🟢 [remote:hexstrike-ai ] dirb_scan + 🟢 [remote:hexstrike-ai ] nikto_scan + 🟢 [remote:hexstrike-ai ] sqlmap_scan + 🟢 [remote:hexstrike-ai ] metasploit_run + 🟢 [remote:hexstrike-ai ] hydra_attack + 🟢 [remote:hexstrike-ai ] john_crack + 🟢 [remote:hexstrike-ai ] wpscan_analyze + 🟢 [remote:hexstrike-ai ] enum4linux_scan + 🟢 [remote:hexstrike-ai ] ffuf_scan + 🟢 [remote:hexstrike-ai ] netexec_scan + 🟢 [remote:hexstrike-ai ] amass_scan + 🟢 [remote:hexstrike-ai ] hashcat_crack + 🟢 [remote:hexstrike-ai ] subfinder_scan + 🟢 [remote:hexstrike-ai ] smbmap_scan + 🟢 [remote:hexstrike-ai ] rustscan_fast_scan + 🟢 [remote:hexstrike-ai ] masscan_high_speed + 🟢 [remote:hexstrike-ai ] nmap_advanced_scan + 🟢 [remote:hexstrike-ai ] autorecon_comprehensive + 🟢 [remote:hexstrike-ai ] enum4linux_ng_advanced + 🟢 [remote:hexstrike-ai ] rpcclient_enumeration + 🟢 [remote:hexstrike-ai ] nbtscan_netbios + 🟢 [remote:hexstrike-ai ] arp_scan_discovery + 🟢 [remote:hexstrike-ai ] responder_credential_harvest + 🟢 [remote:hexstrike-ai ] volatility_analyze + 🟢 [remote:hexstrike-ai ] msfvenom_generate + 🟢 [remote:hexstrike-ai ] gdb_analyze + 🟢 [remote:hexstrike-ai ] radare2_analyze + 🟢 [remote:hexstrike-ai ] binwalk_analyze + 🟢 [remote:hexstrike-ai ] ropgadget_search + 🟢 [remote:hexstrike-ai ] checksec_analyze + 🟢 [remote:hexstrike-ai ] xxd_hexdump + 🟢 [remote:hexstrike-ai ] strings_extract + 🟢 [remote:hexstrike-ai ] objdump_analyze + 🟢 [remote:hexstrike-ai ] ghidra_analysis + 🟢 [remote:hexstrike-ai ] pwntools_exploit + 🟢 [remote:hexstrike-ai ] one_gadget_search + 🟢 [remote:hexstrike-ai ] libc_database_lookup + 🟢 [remote:hexstrike-ai ] gdb_peda_debug + 🟢 [remote:hexstrike-ai ] angr_symbolic_execution + 🟢 [remote:hexstrike-ai ] ropper_gadget_search + 🟢 [remote:hexstrike-ai ] pwninit_setup + 🟢 [remote:hexstrike-ai ] feroxbuster_scan + 🟢 [remote:hexstrike-ai ] dotdotpwn_scan + 🟢 [remote:hexstrike-ai ] xsser_scan + 🟢 [remote:hexstrike-ai ] wfuzz_scan + 🟢 [remote:hexstrike-ai ] dirsearch_scan + 🟢 [remote:hexstrike-ai ] katana_crawl + 🟢 [remote:hexstrike-ai ] gau_discovery + 🟢 [remote:hexstrike-ai ] waybackurls_discovery + 🟢 [remote:hexstrike-ai ] arjun_parameter_discovery + 🟢 [remote:hexstrike-ai ] paramspider_mining + 🟢 [remote:hexstrike-ai ] x8_parameter_discovery + 🟢 [remote:hexstrike-ai ] jaeles_vulnerability_scan + 🟢 [remote:hexstrike-ai ] dalfox_xss_scan + 🟢 [remote:hexstrike-ai ] httpx_probe + 🟢 [remote:hexstrike-ai ] anew_data_processing + 🟢 [remote:hexstrike-ai ] qsreplace_parameter_replacement + 🟢 [remote:hexstrike-ai ] uro_url_filtering + 🟢 [remote:hexstrike-ai ] ai_generate_payload + 🟢 [remote:hexstrike-ai ] ai_test_payload + 🟢 [remote:hexstrike-ai ] ai_generate_attack_suite + 🟢 [remote:hexstrike-ai ] api_fuzzer + 🟢 [remote:hexstrike-ai ] graphql_scanner + 🟢 [remote:hexstrike-ai ] jwt_analyzer + 🟢 [remote:hexstrike-ai ] api_schema_analyzer + 🟢 [remote:hexstrike-ai ] comprehensive_api_audit + 🟢 [remote:hexstrike-ai ] volatility3_analyze + 🟢 [remote:hexstrike-ai ] foremost_carving + 🟢 [remote:hexstrike-ai ] steghide_analysis + 🟢 [remote:hexstrike-ai ] exiftool_extract + 🟢 [remote:hexstrike-ai ] hashpump_attack + 🟢 [remote:hexstrike-ai ] hakrawler_crawl + 🟢 [remote:hexstrike-ai ] paramspider_discovery + 🟢 [remote:hexstrike-ai ] burpsuite_scan + 🟢 [remote:hexstrike-ai ] zap_scan + 🟢 [remote:hexstrike-ai ] arjun_scan + 🟢 [remote:hexstrike-ai ] wafw00f_scan + 🟢 [remote:hexstrike-ai ] fierce_scan + 🟢 [remote:hexstrike-ai ] dnsenum_scan + 🟢 [remote:hexstrike-ai ] autorecon_scan + 🟢 [remote:hexstrike-ai ] server_health + 🟢 [remote:hexstrike-ai ] get_cache_stats + 🟢 [remote:hexstrike-ai ] clear_cache + 🟢 [remote:hexstrike-ai ] get_telemetry + 🟢 [remote:hexstrike-ai ] list_active_processes + 🟢 [remote:hexstrike-ai ] get_process_status + 🟢 [remote:hexstrike-ai ] terminate_process + 🟢 [remote:hexstrike-ai ] pause_process + 🟢 [remote:hexstrike-ai ] resume_process + 🟢 [remote:hexstrike-ai ] get_process_dashboard + 🟢 [remote:hexstrike-ai ] execute_command + 🟢 [remote:hexstrike-ai ] monitor_cve_feeds + 🟢 [remote:hexstrike-ai ] generate_exploit_from_cve + 🟢 [remote:hexstrike-ai ] discover_attack_chains + 🟢 [remote:hexstrike-ai ] research_zero_day_opportunities + 🟢 [remote:hexstrike-ai ] correlate_threat_intelligence + 🟢 [remote:hexstrike-ai ] advanced_payload_generation + 🟢 [remote:hexstrike-ai ] vulnerability_intelligence_dashboard + 🟢 [remote:hexstrike-ai ] threat_hunting_assistant + 🟢 [remote:hexstrike-ai ] get_live_dashboard + 🟢 [remote:hexstrike-ai ] create_vulnerability_report + 🟢 [remote:hexstrike-ai ] format_tool_output_visual + 🟢 [remote:hexstrike-ai ] create_scan_summary + 🟢 [remote:hexstrike-ai ] display_system_metrics + 🟢 [remote:hexstrike-ai ] analyze_target_intelligence + 🟢 [remote:hexstrike-ai ] select_optimal_tools_ai + 🟢 [remote:hexstrike-ai ] optimize_tool_parameters_ai + 🟢 [remote:hexstrike-ai ] create_attack_chain_ai + 🟢 [remote:hexstrike-ai ] intelligent_smart_scan + 🟢 [remote:hexstrike-ai ] detect_technologies_ai + 🟢 [remote:hexstrike-ai ] ai_reconnaissance_workflow + 🟢 [remote:hexstrike-ai ] ai_vulnerability_assessment + 🟢 [remote:hexstrike-ai ] bugbounty_reconnaissance_workflow + 🟢 [remote:hexstrike-ai ] bugbounty_vulnerability_hunting + 🟢 [remote:hexstrike-ai ] bugbounty_business_logic_testing + 🟢 [remote:hexstrike-ai ] bugbounty_osint_gathering + 🟢 [remote:hexstrike-ai ] bugbounty_file_upload_testing + 🟢 [remote:hexstrike-ai ] bugbounty_comprehensive_assessment + 🟢 [remote:hexstrike-ai ] bugbounty_authentication_bypass_testing + 🟢 [remote:hexstrike-ai ] http_framework_test + 🟢 [remote:hexstrike-ai ] browser_agent_inspect + 🟢 [remote:hexstrike-ai ] http_set_rules + 🟢 [remote:hexstrike-ai ] http_set_scope + 🟢 [remote:hexstrike-ai ] http_repeater + 🟢 [remote:hexstrike-ai ] http_intruder + 🟢 [remote:hexstrike-ai ] burpsuite_alternative_scan + 🟢 [remote:hexstrike-ai ] error_handling_statistics + 🟢 [remote:hexstrike-ai ] test_error_recovery +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在database发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在tools发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在llm发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在.DS_Store发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在memory发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在requirements.txt发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在config发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在install.sh发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在config.yaml发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在utils发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在agent发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在mcp发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在run.sh发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在README.md发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在logs发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在skills发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在stop.sh发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在.git发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在main.py发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在envs发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在client发现SKILL.md文件 +2026-06-01 11:11:02 [WARNING ] agent.mcp.SkillLoader │ 未在.idea发现SKILL.md文件 +2026-06-01 11:11:02 [INFO ] agent.MCP.SkillRegistry │ 🔧 注册本地工具: ['web_search'] +2026-06-01 11:11:03 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: web_search +2026-06-01 11:11:03 [INFO ] agent.MCP.SkillRegistry │ 🌐 开始连接在线 MCP Skills，数量=1 +2026-06-01 11:11:03 [INFO ] agent.MCP.SkillClient │ 🌐 连接在线 MCP Skill: [hexstrike-ai] + 传输协议: stdio + 地址 : python3 + 超时 : 300s + 重试 : 2 次 +2026-06-01 11:11:03 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 11:11:09 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=93887 +2026-06-01 11:11:18 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 1/3)，1s 后重试: [Errno 32] Broken pipe +2026-06-01 11:11:19 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 11:11:19 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 11:11:19 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=93909 +2026-06-01 11:11:23 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 2/3)，2s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 11:11:25 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 11:11:25 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 11:11:25 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=93919 +2026-06-01 11:11:28 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 11:11:28 [ERROR ] agent.MCP.SkillRegistry │ ❌ Skill [hexstrike-ai] 连接失败，跳过 + 错误: ❌ MCP Skill [hexstrike-ai] 连接失败（已重试 2 次） + 最后错误: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 11:11:28 [DEBUG ] agent.MCP.SkillClient │ 🔌 MCP Skill [hexstrike-ai] 已断开 +2026-06-01 11:11:28 [INFO ] agent.MCP.SkillRegistry │ 📊 SkillRegistry 初始化完成 + 本地工具 : 1 个 ['web_search'] + 远端工具 : 0 个 [] +2026-06-01 11:12:10 [INFO ] agent.Agent │ 🤖 Agent 初始化完成 + LLM : openai / gpt-4o + 工具总数 : 1 个 + 最大步数 : 10 + 工具列表 : + 🔵 [local ] web_search +2026-06-01 11:13:35 [INFO ] agent.Agent │ 💬 用户输入: 搜索今天天气 +2026-06-01 11:13:44 [INFO ] agent.Agent │ 🔁 推理步骤 1/10 +2026-06-01 12:51:09 [INFO ] agent.MCP.SkillRegistry │ 🔌 SkillRegistry 已关闭所有连接 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在database发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在tools发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在llm发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在.DS_Store发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在memory发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在requirements.txt发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在config发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在install.sh发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在config.yaml发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在utils发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在agent发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在mcp发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在run.sh发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在README.md发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在logs发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在skills发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在stop.sh发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在.git发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在main.py发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在envs发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在client发现SKILL.md文件 +2026-06-01 12:51:18 [WARNING ] agent.mcp.SkillLoader │ 未在.idea发现SKILL.md文件 +2026-06-01 12:51:18 [INFO ] agent.MCP.SkillRegistry │ 🔧 注册本地工具: ['web_search'] +2026-06-01 12:51:19 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: web_search +2026-06-01 12:51:19 [INFO ] agent.MCP.SkillRegistry │ 🌐 开始连接在线 MCP Skills，数量=1 +2026-06-01 12:51:19 [INFO ] agent.MCP.SkillClient │ 🌐 连接在线 MCP Skill: [hexstrike-ai] + 传输协议: stdio + 地址 : python3 + 超时 : 300s + 重试 : 2 次 +2026-06-01 12:51:19 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 12:51:19 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=1486 +2026-06-01 12:51:25 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 1/3)，1s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 12:51:26 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 12:51:26 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 12:51:26 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=1493 +2026-06-01 12:51:28 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 2/3)，2s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 12:51:30 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 12:51:30 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 12:51:30 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=1504 +2026-06-01 12:51:34 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 12:51:34 [ERROR ] agent.MCP.SkillRegistry │ ❌ Skill [hexstrike-ai] 连接失败，跳过 + 错误: ❌ MCP Skill [hexstrike-ai] 连接失败（已重试 2 次） + 最后错误: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 12:51:34 [DEBUG ] agent.MCP.SkillClient │ 🔌 MCP Skill [hexstrike-ai] 已断开 +2026-06-01 12:51:34 [INFO ] agent.MCP.SkillRegistry │ 📊 SkillRegistry 初始化完成 + 本地工具 : 1 个 ['web_search'] + 远端工具 : 0 个 [] +2026-06-01 12:51:56 [INFO ] agent.Agent │ 🤖 Agent 初始化完成 + LLM : openai / gpt-4o + 工具总数 : 1 个 + 最大步数 : 10 + 工具列表 : + 🔵 [local ] web_search +2026-06-01 12:52:54 [INFO ] agent.Agent │ 💬 用户输入: 今天的的天气怎么样？ +2026-06-01 12:53:02 [INFO ] agent.Agent │ 🔁 推理步骤 1/10 +2026-06-01 12:55:09 [INFO ] agent.MCP.SkillRegistry │ 🔌 SkillRegistry 已关闭所有连接 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在database发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在tools发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在llm发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在.DS_Store发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在memory发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在requirements.txt发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在config发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在install.sh发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在config.yaml发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在utils发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在agent发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在mcp发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在run.sh发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在README.md发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在logs发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在skills发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在stop.sh发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在.git发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在main.py发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在envs发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在client发现SKILL.md文件 +2026-06-01 12:55:16 [WARNING ] agent.mcp.SkillLoader │ 未在.idea发现SKILL.md文件 +2026-06-01 12:55:16 [INFO ] agent.MCP.SkillRegistry │ 🔧 注册本地工具: ['web_search'] +2026-06-01 12:55:17 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: web_search +2026-06-01 12:55:17 [INFO ] agent.MCP.SkillRegistry │ 🌐 开始连接在线 MCP Skills，数量=1 +2026-06-01 12:55:17 [INFO ] agent.MCP.SkillClient │ 🌐 连接在线 MCP Skill: [hexstrike-ai] + 传输协议: stdio + 地址 : python3 + 超时 : 300s + 重试 : 2 次 +2026-06-01 12:55:17 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 12:55:17 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=1813 +2026-06-01 12:55:20 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 1/3)，1s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 12:55:21 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 12:55:21 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 12:55:21 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=1818 +2026-06-01 12:55:24 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 2/3)，2s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 12:55:26 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 12:55:26 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 12:55:26 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=1826 +2026-06-01 12:55:31 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 12:55:31 [ERROR ] agent.MCP.SkillRegistry │ ❌ Skill [hexstrike-ai] 连接失败，跳过 + 错误: ❌ MCP Skill [hexstrike-ai] 连接失败（已重试 2 次） + 最后错误: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 12:55:31 [DEBUG ] agent.MCP.SkillClient │ 🔌 MCP Skill [hexstrike-ai] 已断开 +2026-06-01 12:55:31 [INFO ] agent.MCP.SkillRegistry │ 📊 SkillRegistry 初始化完成 + 本地工具 : 1 个 ['web_search'] + 远端工具 : 0 个 [] +2026-06-01 12:55:40 [INFO ] agent.Agent │ 🤖 Agent 初始化完成 + LLM : openai / gpt-4o + 工具总数 : 1 个 + 最大步数 : 10 + 工具列表 : + 🔵 [local ] web_search +2026-06-01 12:56:29 [INFO ] agent.Agent │ 💬 用户输入: 今天天气怎么样？ +2026-06-01 12:56:35 [INFO ] agent.Agent │ 🔁 推理步骤 1/10 +2026-06-01 12:57:44 [INFO ] agent.MCP.SkillRegistry │ 🔌 SkillRegistry 已关闭所有连接 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在database发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在tools发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在llm发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在.DS_Store发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在memory发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在requirements.txt发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在config发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在install.sh发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在config.yaml发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在utils发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在agent发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在mcp发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在run.sh发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在README.md发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在logs发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在skills发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在stop.sh发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在.git发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在main.py发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在envs发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在client发现SKILL.md文件 +2026-06-01 12:58:59 [WARNING ] agent.mcp.SkillLoader │ 未在.idea发现SKILL.md文件 +2026-06-01 12:58:59 [INFO ] agent.MCP.SkillRegistry │ 🔧 注册本地工具: ['web_search'] +2026-06-01 12:59:00 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: web_search +2026-06-01 12:59:00 [INFO ] agent.MCP.SkillRegistry │ 🌐 开始连接在线 MCP Skills，数量=1 +2026-06-01 12:59:00 [INFO ] agent.MCP.SkillClient │ 🌐 连接在线 MCP Skill: [hexstrike-ai] + 传输协议: stdio + 地址 : python3 + 超时 : 300s + 重试 : 2 次 +2026-06-01 12:59:00 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 12:59:00 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=2120 +2026-06-01 12:59:04 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 1/3)，1s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 12:59:05 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 12:59:05 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 12:59:05 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=2127 +2026-06-01 12:59:07 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 2/3)，2s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 12:59:09 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 12:59:09 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 12:59:09 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=2133 +2026-06-01 12:59:12 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 12:59:12 [ERROR ] agent.MCP.SkillRegistry │ ❌ Skill [hexstrike-ai] 连接失败，跳过 + 错误: ❌ MCP Skill [hexstrike-ai] 连接失败（已重试 2 次） + 最后错误: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 12:59:12 [DEBUG ] agent.MCP.SkillClient │ 🔌 MCP Skill [hexstrike-ai] 已断开 +2026-06-01 12:59:12 [INFO ] agent.MCP.SkillRegistry │ 📊 SkillRegistry 初始化完成 + 本地工具 : 1 个 ['web_search'] + 远端工具 : 0 个 [] +2026-06-01 12:59:18 [INFO ] agent.Agent │ 🤖 Agent 初始化完成 + LLM : openai / gpt-4o + 工具总数 : 1 个 + 最大步数 : 10 + 工具列表 : + 🔵 [local ] web_search +2026-06-01 12:59:28 [INFO ] agent.Agent │ 💬 用户输入: 今天天气如何？ +2026-06-01 12:59:28 [INFO ] agent.Agent │ 🔁 推理步骤 1/10 +2026-06-01 13:00:48 [INFO ] agent.MCP.SkillRegistry │ 🔌 SkillRegistry 已关闭所有连接 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在database发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在tools发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在llm发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在.DS_Store发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在memory发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在requirements.txt发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在config发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在install.sh发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在config.yaml发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在utils发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在agent发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在mcp发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在run.sh发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在README.md发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在logs发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在skills发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在stop.sh发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在.git发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在main.py发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在envs发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在client发现SKILL.md文件 +2026-06-01 13:00:56 [WARNING ] agent.mcp.SkillLoader │ 未在.idea发现SKILL.md文件 +2026-06-01 13:00:56 [INFO ] agent.MCP.SkillRegistry │ 🔧 注册本地工具: ['web_search'] +2026-06-01 13:00:56 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: web_search +2026-06-01 13:00:56 [INFO ] agent.MCP.SkillRegistry │ 🌐 开始连接在线 MCP Skills，数量=1 +2026-06-01 13:00:56 [INFO ] agent.MCP.SkillClient │ 🌐 连接在线 MCP Skill: [hexstrike-ai] + 传输协议: stdio + 地址 : python3 + 超时 : 300s + 重试 : 2 次 +2026-06-01 13:00:56 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 13:00:56 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=2271 +2026-06-01 13:01:09 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 1/3)，1s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 13:01:10 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 13:01:10 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 13:01:10 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=2289 +2026-06-01 13:01:12 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 2/3)，2s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 13:01:14 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 13:01:14 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 13:01:14 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=2294 +2026-06-01 13:01:15 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 13:01:15 [ERROR ] agent.MCP.SkillRegistry │ ❌ Skill [hexstrike-ai] 连接失败，跳过 + 错误: ❌ MCP Skill [hexstrike-ai] 连接失败（已重试 2 次） + 最后错误: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 13:01:15 [DEBUG ] agent.MCP.SkillClient │ 🔌 MCP Skill [hexstrike-ai] 已断开 +2026-06-01 13:01:15 [INFO ] agent.MCP.SkillRegistry │ 📊 SkillRegistry 初始化完成 + 本地工具 : 1 个 ['web_search'] + 远端工具 : 0 个 [] +2026-06-01 13:01:19 [INFO ] agent.Agent │ 🤖 Agent 初始化完成 + LLM : openai / gpt-4o + 工具总数 : 1 个 + 最大步数 : 10 + 工具列表 : + 🔵 [local ] web_search +2026-06-01 13:01:34 [INFO ] agent.Agent │ 💬 用户输入: 今天天气如何 +2026-06-01 13:01:34 [INFO ] agent.Agent │ 🔁 推理步骤 1/10 +2026-06-01 14:48:46 [INFO ] agent.MCP.SkillRegistry │ 🔌 SkillRegistry 已关闭所有连接 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在database发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在tools发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在llm发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在.DS_Store发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在memory发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在requirements.txt发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在config发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在install.sh发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在config.yaml发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在utils发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在agent发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在mcp发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在run.sh发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在README.md发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在logs发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在skills发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在stop.sh发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在.git发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在main.py发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在envs发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在client发现SKILL.md文件 +2026-06-01 15:42:32 [WARNING ] agent.mcp.SkillLoader │ 未在.idea发现SKILL.md文件 +2026-06-01 15:42:32 [INFO ] agent.MCP.SkillRegistry │ 🔧 注册本地工具: ['web_search'] +2026-06-01 15:42:33 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: web_search +2026-06-01 15:42:33 [INFO ] agent.MCP.SkillRegistry │ 🌐 开始连接在线 MCP Skills，数量=1 +2026-06-01 15:42:33 [INFO ] agent.MCP.SkillClient │ 🌐 连接在线 MCP Skill: [hexstrike-ai] + 传输协议: stdio + 地址 : python3 + 超时 : 300s + 重试 : 2 次 +2026-06-01 15:42:33 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:42:33 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=14925 +2026-06-01 15:42:38 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 1/3)，1s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 15:42:39 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 15:42:39 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:42:39 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=14938 +2026-06-01 15:42:45 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 2/3)，2s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 15:42:47 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 15:42:47 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:42:47 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=14950 +2026-06-01 15:42:51 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 15:42:51 [ERROR ] agent.MCP.SkillRegistry │ ❌ Skill [hexstrike-ai] 连接失败，跳过 + 错误: ❌ MCP Skill [hexstrike-ai] 连接失败（已重试 2 次） + 最后错误: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 15:42:51 [DEBUG ] agent.MCP.SkillClient │ 🔌 MCP Skill [hexstrike-ai] 已断开 +2026-06-01 15:42:51 [INFO ] agent.MCP.SkillRegistry │ 📊 SkillRegistry 初始化完成 + 本地工具 : 1 个 ['web_search'] + 远端工具 : 0 个 [] +2026-06-01 15:43:11 [INFO ] agent.Agent │ 🤖 Agent 初始化完成 + LLM : openai / gpt-4o + 工具总数 : 1 个 + 最大步数 : 10 + 工具列表 : + 🔵 [local ] web_search +2026-06-01 15:43:23 [INFO ] agent.Agent │ 💬 用户输入: 今天天气如何 +2026-06-01 15:43:23 [INFO ] agent.Agent │ 🔁 推理步骤 1/10 +2026-06-01 15:44:59 [INFO ] agent.MCP.SkillRegistry │ 🔌 SkillRegistry 已关闭所有连接 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在database发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在tools发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在llm发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在.DS_Store发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在memory发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在requirements.txt发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在config发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在install.sh发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在config.yaml发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在utils发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在agent发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在mcp发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在run.sh发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在README.md发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在logs发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在skills发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在stop.sh发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在.git发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在main.py发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在envs发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在client发现SKILL.md文件 +2026-06-01 15:45:06 [WARNING ] agent.mcp.SkillLoader │ 未在.idea发现SKILL.md文件 +2026-06-01 15:45:06 [INFO ] agent.MCP.SkillRegistry │ 🔧 注册本地工具: ['web_search'] +2026-06-01 15:45:07 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: web_search +2026-06-01 15:45:07 [INFO ] agent.MCP.SkillRegistry │ 🌐 开始连接在线 MCP Skills，数量=1 +2026-06-01 15:45:07 [INFO ] agent.MCP.SkillClient │ 🌐 连接在线 MCP Skill: [hexstrike-ai] + 传输协议: stdio + 地址 : python3 + 超时 : 300s + 重试 : 2 次 +2026-06-01 15:45:07 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:45:07 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=15180 +2026-06-01 15:45:51 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 1/3)，1s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 15:45:52 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 15:45:52 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:45:52 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=15908 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在database发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在tools发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在llm发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在.DS_Store发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在memory发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在requirements.txt发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在config发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在install.sh发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在config.yaml发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在utils发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在agent发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在mcp发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在run.sh发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在README.md发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在logs发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在skills发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在stop.sh发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在.git发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在main.py发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在envs发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在client发现SKILL.md文件 +2026-06-01 15:46:46 [WARNING ] agent.mcp.SkillLoader │ 未在.idea发现SKILL.md文件 +2026-06-01 15:46:46 [INFO ] agent.MCP.SkillRegistry │ 🔧 注册本地工具: ['web_search'] +2026-06-01 15:46:47 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: web_search +2026-06-01 15:46:47 [INFO ] agent.MCP.SkillRegistry │ 🌐 开始连接在线 MCP Skills，数量=1 +2026-06-01 15:46:47 [INFO ] agent.MCP.SkillClient │ 🌐 连接在线 MCP Skill: [hexstrike-ai] + 传输协议: stdio + 地址 : python3 + 超时 : 300s + 重试 : 2 次 +2026-06-01 15:46:47 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:46:47 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=15986 +2026-06-01 15:46:47 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 1/3)，1s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 15:46:48 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 15:46:48 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:46:48 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=15987 +2026-06-01 15:46:48 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 2/3)，2s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 15:46:50 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 15:46:50 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:46:50 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=15990 +2026-06-01 15:46:50 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 15:46:50 [ERROR ] agent.MCP.SkillRegistry │ ❌ Skill [hexstrike-ai] 连接失败，跳过 + 错误: ❌ MCP Skill [hexstrike-ai] 连接失败（已重试 2 次） + 最后错误: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 15:46:50 [DEBUG ] agent.MCP.SkillClient │ 🔌 MCP Skill [hexstrike-ai] 已断开 +2026-06-01 15:46:50 [INFO ] agent.MCP.SkillRegistry │ 📊 SkillRegistry 初始化完成 + 本地工具 : 1 个 ['web_search'] + 远端工具 : 0 个 [] +2026-06-01 15:46:53 [INFO ] agent.Agent │ 🤖 Agent 初始化完成 + LLM : openai / gpt-4o + 工具总数 : 1 个 + 最大步数 : 10 + 工具列表 : + 🔵 [local ] web_search +2026-06-01 15:47:21 [INFO ] agent.Agent │ 💬 用户输入: 今天天气如何 +2026-06-01 15:47:21 [INFO ] agent.Agent │ 🔁 推理步骤 1/10 +2026-06-01 15:47:24 [DEBUG ] agent.Agent │ LLM 响应: finish=tool_calls tool_calls=1 content= +2026-06-01 15:47:24 [INFO ] agent.Agent │ 🔧 执行工具: web_search + 来源: {'name': 'web_search', 'source': 'local', 'description': '在互联网上搜索信息，返回相关网页的标题、链接和摘要。适用于需要实时信息、最新资讯或不确定的知识查询。'} + 参数: {"query": "今天天气"} +2026-06-01 15:47:24 [INFO ] agent.MCP.SkillRegistry │ 🔧 调用本地工具: web_search 参数={'query': '今天天气'} +2026-06-01 15:47:24 [INFO ] agent.MCP.SkillRegistry │ ✅ 本地工具完成: web_search 耗时=0.00s +2026-06-01 15:47:24 [INFO ] agent.Agent │ ✅ 工具结果: web_search source=local 耗时=0.00s + 错误:ApiKey未配置。 +2026-06-01 15:47:24 [INFO ] agent.Agent │ 🔁 推理步骤 2/10 +2026-06-01 15:47:26 [DEBUG ] agent.Agent │ LLM 响应: finish=stop tool_calls=0 content=我暂时无法直接获取天气信息，但您可以通过访问天气预报网站或使用天气应用程序查询您所在地区的具体天气情况。如果需要，我可以帮助您搜索相关的天气信息网站。 +2026-06-01 15:51:11 [INFO ] agent.MCP.SkillRegistry │ 🔌 SkillRegistry 已关闭所有连接 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在database发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在tools发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在llm发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在.DS_Store发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在memory发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在requirements.txt发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在config发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在install.sh发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在config.yaml发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在utils发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在agent发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在mcp发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在run.sh发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在README.md发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在logs发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在skills发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在stop.sh发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在.git发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在main.py发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在envs发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在client发现SKILL.md文件 +2026-06-01 15:51:16 [WARNING ] agent.mcp.SkillLoader │ 未在.idea发现SKILL.md文件 +2026-06-01 15:51:16 [INFO ] agent.MCP.SkillRegistry │ 🔧 注册本地工具: ['web_search'] +2026-06-01 15:51:16 [DEBUG ] agent.MCP.SkillRegistry │ 📌 注册本地工具: web_search +2026-06-01 15:51:16 [INFO ] agent.MCP.SkillRegistry │ 🌐 开始连接在线 MCP Skills，数量=1 +2026-06-01 15:51:16 [INFO ] agent.MCP.SkillClient │ 🌐 连接在线 MCP Skill: [hexstrike-ai] + 传输协议: stdio + 地址 : python3 + 超时 : 300s + 重试 : 2 次 +2026-06-01 15:51:16 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:51:16 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=16394 +2026-06-01 15:51:16 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 1/3)，1s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 15:51:17 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 15:51:17 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:51:18 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=16397 +2026-06-01 15:51:18 [WARNING ] agent.MCP.SkillClient │ ⚠️ 连接失败 (attempt 2/3)，2s 后重试: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 15:51:20 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 15:51:20 [INFO ] agent.MCP.SkillClient │ 🔌 stdio 启动子进程: python3 /Users/sontolau/Applications/hexstrike-ai/hexstrike_mcp.py --server http://localhost:8999 +2026-06-01 15:51:20 [INFO ] agent.MCP.SkillClient │ ✅ stdio 子进程已启动 PID=16401 +2026-06-01 15:51:20 [DEBUG ] agent.MCP.SkillClient │ 🔌 stdio 子进程已关闭 skill=hexstrike-ai +2026-06-01 15:51:20 [ERROR ] agent.MCP.SkillRegistry │ ❌ Skill [hexstrike-ai] 连接失败，跳过 + 错误: ❌ MCP Skill [hexstrike-ai] 连接失败（已重试 2 次） + 最后错误: stdio 子进程无响应 skill=hexstrike-ai method=initialize +2026-06-01 15:51:20 [DEBUG ] agent.MCP.SkillClient │ 🔌 MCP Skill [hexstrike-ai] 已断开 +2026-06-01 15:51:20 [INFO ] agent.MCP.SkillRegistry │ 📊 SkillRegistry 初始化完成 + 本地工具 : 1 个 ['web_search'] + 远端工具 : 0 个 [] +2026-06-01 15:51:22 [INFO ] agent.Agent │ 🤖 Agent 初始化完成 + LLM : openai / gpt-4o + 工具总数 : 1 个 + 最大步数 : 10 + 工具列表 : + 🔵 [local ] web_search +2026-06-01 15:51:39 [INFO ] agent.Agent │ 💬 用户输入: 今天天气如何 +2026-06-01 15:51:39 [INFO ] agent.Agent │ 🔁 推理步骤 1/10 +2026-06-01 15:51:41 [DEBUG ] agent.Agent │ LLM 响应: finish=tool_calls tool_calls=1 content= +2026-06-01 15:51:41 [INFO ] agent.Agent │ 🔧 执行工具: web_search + 来源: {'name': 'web_search', 'source': 'local', 'description': '在互联网上搜索信息，返回相关网页的标题、链接和摘要。适用于需要实时信息、最新资讯或不确定的知识查询。'} + 参数: {"query": "今天天气如何"} +2026-06-01 15:51:41 [INFO ] agent.MCP.SkillRegistry │ 🔧 调用本地工具: web_search 参数={'query': '今天天气如何'} +2026-06-01 15:51:45 [INFO ] agent.MCP.SkillRegistry │ ✅ 本地工具完成: web_search 耗时=3.51s +2026-06-01 15:51:45 [INFO ] agent.Agent │ ✅ 工具结果: web_search source=local 耗时=3.51s + [1] 1日（今天） +今天（5月29日），南方大范围降雨持续，受降雨和冷空气影响，南方高温天气会短暂缩减。而在北方，随着大部地区天空放晴，气温也会陆续升高。 + +[2] 深圳 - 中国气象局-天气预报-城市预报 +天气 ; 气温, 27.8℃, 30.2℃ ; 降水, 无降水, 无降水 ; 风速, 3.1m/s, 3.1m/s ; 风向, 西北风, 西南风 ... + +[3] 天气实况与预报 +多云；气温 +2026-06-01 15:51:45 [INFO ] agent.Agent │ 🔁 推理步骤 2/10 +2026-06-01 15:51:46 [DEBUG ] agent.Agent │ LLM 响应: finish=stop tool_calls=0 content=由于天气情况因地而异，请提供您的具体城市或地区，以便我能为您查询更准确的天气信息。 +2026-06-01 15:52:13 [INFO ] agent.Agent │ 💬 用户输入: 今天成都双流区的天气如何 +2026-06-01 15:52:13 [INFO ] agent.Agent │ 🔁 推理步骤 1/10 +2026-06-01 15:52:16 [DEBUG ] agent.Agent │ LLM 响应: finish=tool_calls tool_calls=1 content= +2026-06-01 15:52:16 [INFO ] agent.Agent │ 🔧 执行工具: web_search + 来源: {'name': 'web_search', 'source': 'local', 'description': '在互联网上搜索信息，返回相关网页的标题、链接和摘要。适用于需要实时信息、最新资讯或不确定的知识查询。'} + 参数: {"query": "成都双流区 今天天气"} +2026-06-01 15:52:16 [INFO ] agent.MCP.SkillRegistry │ 🔧 调用本地工具: web_search 参数={'query': '成都双流区 今天天气'} +2026-06-01 15:52:17 [INFO ] agent.MCP.SkillRegistry │ ✅ 本地工具完成: web_search 耗时=1.49s +2026-06-01 15:52:17 [INFO ] agent.Agent │ ✅ 工具结果: web_search source=local 耗时=1.49s + [1] 7日（周日） +1日（今天）. 多云. 32/22℃. <3级 · 2日（明天）. 多云转阵雨. 31/21℃. <3级 · 3日（后天）. 晴转多云. 33/22℃. <3级 · 4日（周四）. 多云转阵雨. 34/23℃. <3级 · 5日（周五）. 多云转 ... + +[2] 双流 - 中国气象局-天气预报-城市预报 +时间, 08:00, 11:00 ; 天气 ; 气温, 23.9℃, +2026-06-01 15:52:17 [INFO ] agent.Agent │ 🔁 推理步骤 2/10 +2026-06-01 15:52:19 [DEBUG ] agent.Agent │ LLM 响应: finish=stop tool_calls=0 content=今天成都双流区的天气为多云，气温范围大约在22℃到32℃，风力较轻，适合外出活动。请注意根据具体天气情况，适当增减衣物。 diff --git a/requirements.txt b/requirements.txt index 5e59ef3..e471e48 100644 --- a/requirements.txt +++ b/requirements.txt @@ -21,4 +21,5 @@ paramiko>=3.4.0 # SSH 连接 # ── 开发 / 测试依赖 ──────────────────────────────────────────── pytest>=8.0.0 pytest-asyncio>=0.23.0 -python-dotenv>=1.0.0 # 从 .env 文件加载环境变量 \ No newline at end of file +python-dotenv>=1.0.0 # 从 .env 文件加载环境变量 +gunicorn \ No newline at end of file diff --git a/run.sh b/run.sh new file mode 100755 index 0000000..d27cdba --- /dev/null +++ b/run.sh @@ -0,0 +1,36 @@ +#!/usr/bin/env bash + +if [ -f "./envs" ]; then + source ./envs +fi + +# 创建日志目录 +if ! [ -d ${LOG_DIR} ]; then + mkdir -p $LOG_DIR +fi + +function start_hexstrike_ai() { + if [ -f "$HEXSTRIKE_AI_PID_FILE" ]; then + echo "错误: hexstrike_ai 似乎已在运行 (PID: $(cat $HEXSTRIKE_AI_PID_FILE))" + exit 1 + fi + # 启动 Gunicorn + echo "正在启动 hexstrike_ai" + cd skills/hexstrike_ai && gunicorn -w ${HEXSTRIKE_AI_WORKERS} \ + -b ${HEXSTRIKE_AI_BIND_ADDRESS} \ + --pid ${HEXSTRIKE_AI_PID_FILE} \ + --access-logfile "$LOG_DIR/access.log" \ + --error-logfile "$LOG_DIR/error.log" \ + -D \ + ${HEXSTRIKE_AI_ENTRY} + + if [ $? -eq 0 ]; then + echo "启动成功！PID: $(cat $PID_FILE)" + else + echo "启动失败，请检查日志。" + fi +} + + + +start_hexstrike_ai \ No newline at end of file diff --git a/stop.sh b/stop.sh new file mode 100755 index 0000000..e54465b --- /dev/null +++ b/stop.sh @@ -0,0 +1,23 @@ +#!/bin/bash + +if [ -f "./envs" ]; then + source ./envs +fi + +function stop() { + PID_FILE=$1 + echo $PID_FILE + if [ -f "$PID_FILE" ]; then + PID=$(cat $PID_FILE) + echo "正在停止进程 $PID..." + kill $PID + # 循环等待进程结束并清理 PID 文件 + while ps -p $PID > /dev/null; do sleep 1; done + rm $PID_FILE + echo "服务已停止。" + else + echo "未发现正在运行的服务 (未找到 PID 文件)。" + fi +} + +stop ${HEXSTRIKE_AI_PID_FILE} \ No newline at end of file diff --git a/tools/web_search.py b/tools/web_search.py index 3dd38d9..8122c55 100644 --- a/tools/web_search.py +++ b/tools/web_search.py @@ -1,13 +1,11 @@ """ tools/web_search.py -网络搜索工具 —— 支持 mock / SerpAPI / Brave Search +网络搜索工具 —— google搜索 配置通过 settings.tools['web_search'] 读取 """ -import json -import time -from dataclasses import dataclass, field - +from dataclasses import dataclass +from serpapi import SerpApiClient from config.settings import settings from tools.base_tool import BaseTool from utils.logger import get_logger @@ -42,127 +40,49 @@ class Tool(BaseTool): "query": { "type": "string", "description": "搜索关键词或问题，例如: 'Python 3.12 新特性'", - }, - "max_results": { - "type": "integer", - "description": "返回结果数量（默认来自 config.yaml web_search.max_results）", - }, + } }, "required": ["query"], } - def execute(self, query: str = "", max_results: int | None = None, **_) -> str: - if not query or not query.strip(): - return "❌ 参数错误: query 不能为空" - - n = max_results or _cfg('max_results', 5) - engine = _cfg('engine', 'mock') - logger.info( - f"🔍 搜索: {query}\n" - f" 引擎={engine} max_results={n} " - f"[config engine={_cfg('engine')} max_results={_cfg('max_results')}]" - ) - - match engine: - case "serpapi": - results = self._search_serpapi(query, n) - case "brave": - results = self._search_brave(query, n) - case _: - results = self._search_mock(query, n) - - if not results: - return f"🔍 搜索 '{query}' 未找到相关结果" - - lines = [f"🔍 搜索结果: {query} (共 {len(results)} 条)", "─" * 50] - for r in results: - lines.append(str(r)) - return "\n".join(lines) - - # ── 搜索引擎实现 ────────────────────────────────────────── - - @staticmethod - def _search_mock(query: str, n: int) -> list[SearchResult]: - """Mock 搜索（无需 API Key，用于测试）""" - return [ - SearchResult( - title=f"搜索结果 {i + 1}: {query}", - url=f"https://example.com/result/{i + 1}", - snippet=( - f"这是关于 '{query}' 的第 {i + 1} 条模拟搜索结果。" - f"实际使用请在 config.yaml 中配置 engine: serpapi 或 brave。" - ), - rank=i + 1, - ) - for i in range(n) - ] - - def _search_serpapi(self, query: str, n: int) -> list[SearchResult]: - """SerpAPI 搜索""" - api_key = _cfg('api_key', '') - if not api_key: - logger.warning("⚠️ SerpAPI api_key 未配置，回退到 mock 模式") - return self._search_mock(query, n) + def execute(self, query: str = "", **_) -> str: + """ + 一个基于SerpApi的实战网页搜索引擎工具。 + 它会智能地解析搜索结果，优先返回直接答案或知识图谱信息。 + """ + print(f"🔍 正在执行 [SerpApi] 网页搜索: {query}") try: - import httpx - timeout = _cfg('timeout', 10) - resp = httpx.get( - "https://serpapi.com/search", - params={ - "q": query, - "num": n, - "api_key": api_key, - "engine": "google", - }, - timeout=timeout, - ) - resp.raise_for_status() - data = resp.json() - organic = data.get("organic_results", []) - return [ - SearchResult( - title=r.get("title", ""), - url=r.get("link", ""), - snippet=r.get("snippet", ""), - rank=i + 1, - ) - for i, r in enumerate(organic[:n]) - ] - except Exception as e: - logger.error(f"❌ SerpAPI 搜索失败: {e}，回退到 mock") - return self._search_mock(query, n) + api_key = _cfg("api_key") + if not api_key: + return "错误:ApiKey未配置。" + + params = { + "engine": "google", + "q": query, + "api_key": api_key, + "gl": "cn", # 国家代码 + "hl": "zh-cn", # 语言代码 + } + + client = SerpApiClient(params) + results = client.get_dict() + + # 智能解析:优先寻找最直接的答案 + if "answer_box_list" in results: + return "\n".join(results["answer_box_list"]) + if "answer_box" in results and "answer" in results["answer_box"]: + return results["answer_box"]["answer"] + if "knowledge_graph" in results and "description" in results["knowledge_graph"]: + return results["knowledge_graph"]["description"] + if "organic_results" in results and results["organic_results"]: + # 如果没有直接答案，则返回前三个有机结果的摘要 + snippets = [ + f"[{i + 1}] {res.get('title', '')}\n{res.get('snippet', '')}" + for i, res in enumerate(results["organic_results"][:3]) + ] + return "\n\n".join(snippets) + + return f"对不起，没有找到关于 '{query}' 的信息。" - def _search_brave(self, query: str, n: int) -> list[SearchResult]: - """Brave Search API""" - api_key = _cfg('api_key', '') - if not api_key: - logger.warning("⚠️ Brave Search api_key 未配置，回退到 mock 模式") - return self._search_mock(query, n) - try: - import httpx - timeout = _cfg('timeout', 10) - resp = httpx.get( - "https://api.search.brave.com/res/v1/web/search", - params={"q": query, "count": n}, - headers={ - "Accept": "application/json", - "Accept-Encoding": "gzip", - "X-Subscription-Token": api_key, - }, - timeout=timeout, - ) - resp.raise_for_status() - data = resp.json() - web = data.get("web", {}).get("results", []) - return [ - SearchResult( - title=r.get("title", ""), - url=r.get("url", ""), - snippet=r.get("description", ""), - rank=i + 1, - ) - for i, r in enumerate(web[:n]) - ] except Exception as e: - logger.error(f"❌ Brave Search 失败: {e}，回退到 mock") - return self._search_mock(query, n) \ No newline at end of file + return f"搜索时发生错误: {e}" \ No newline at end of file