评估口径
评分维度(每项10分)
代码质量
看代码是否'能长期稳定运行':静态检查、错误处理、结构和可读性是否有基本标准。
可维护性
看团队换人时,项目是否容易接手:模块划分清晰、依赖集中、文档与治理流程齐全。
健壮性
看是否有完整防护链路:测试、输入校验、异常处理、权限边界是否闭环。
可持续性
看是否长期有人维护:发布节奏、告警体系、安全扫描是否持续运行。
可迁移性
看接口是否标准化、组件能否快速接入新存储或运行环境。
可扩展性
看是否预留了插件机制、Hook 接口或模块化架构,能否方便地增加新功能或集成第三方服务。
项目快照
| 项目 | GitHub | 语言 | Stars | 贡献者 | 发布频率 |
|---|---|---|---|---|---|
| hermes-agent | NousResearch/hermes-agent | Python | 186,263 | 383 | 日更 |
| AionUi | iOfficeAI/AionUi | TypeScript | 27,766 | 81 | 日更 |
| nullclaw | nullclaw/nullclaw | Zig | 7,663 | 85 | 日更 |
| openclaw | openclaw/openclaw | TypeScript | 377,470 | 365 | 日更 |
| Kai | SimonSchubert/Kai | Kotlin | 911 | 4 | 日更 |
| DeepSeek-Reasonix | esengine/DeepSeek-Reasonix | Go | 19,352 | 30 | 日更 |
| notebooklm-py | teng-lin/notebooklm-py | Python | 16,084 | 24 | 日更 |
| openfang | RightNow-AI/openfang | Rust | 17,764 | 64 | 日更 |
| OpenCray | mastwet/OpenCray | TypeScript | 75 | 362 | 无 |
| openclaw-cn | mf-yang/openclaw-cn | TypeScript | 4,740 | 246 | 日更 |
| AstrBot | AstrBotDevs/AstrBot | Python | 34,112 | 283 | 日更 |
| CodeWhale | Hmbown/CodeWhale | Rust | 37,477 | 127 | 日更 |
| oh-my-pi | can1357/oh-my-pi | TypeScript | 11,128 | 205 | 日更 |
| ironclaw | nearai/ironclaw | Rust | 12,420 | 101 | 日更 |
| nanobot | HKUDS/nanobot | Python | 43,841 | 292 | 日更 |
| zeptoclaw | qhkm/zeptoclaw | Rust | 638 | 16 | 日更 |
| microclaw | microclaw/microclaw | Rust | 712 | 19 | 日更 |
| EdgeClaw | OpenBMB/EdgeClaw | TypeScript | 1,219 | 358 | 无 |
| cline | cline/cline | TypeScript | 62,893 | 296 | 日更 |
| opencrabs | adolfousier/opencrabs | Rust | 786 | 7 | 日更 |
| localclaw | sunkencity999/localclaw | TypeScript | 85 | 319 | 无 |
| QVerisBot | QVerisAI/QVerisBot | TypeScript | 187 | 359 | 不定期 |
| swarmvault | swarmclawai/swarmvault | TypeScript | 527 | 1 | 日更 |
| antigravity-awesome-skills | sickn33/antigravity-awesome-skills | Python | 40,009 | 236 | 日更 |
| claude-skills | alirezarezvani/claude-skills | Python | 17,447 | 32 | 周更 |
| cc-connect | chenhg5/cc-connect | Go | 11,818 | 116 | 日更 |
| picoclaw | sipeed/picoclaw | Go | 29,309 | 215 | 日更 |
| claw-empire | GreenSheep01201/claw-empire | TypeScript | 1,217 | 12 | 日更 |
| QwenPaw | agentscope-ai/QwenPaw | Python | 17,313 | 174 | 日更 |
| ClawX | ValueCell-ai/ClawX | TypeScript | 7,378 | 23 | 日更 |
| open-design | nexu-io/open-design | TypeScript | 61,100 | 304 | 周更 |
| poco-claw | poco-ai/poco-claw | Python | 1,332 | 7 | 日更 |
| cc-switch | farion1231/cc-switch | Rust | 94,450 | 159 | 日更 |
| pi | earendil-works/pi | TypeScript | 60,713 | 210 | 日更 |
| agents | wshobson/agents | Python | 36,493 | 63 | 无 |
| agent-zero | agent0ai/agent-zero | Python | 17,955 | 45 | 日更 |
| moltis | moltis-org/moltis | Rust | 2,728 | 44 | 日更 |
| zeroclaw | zeroclaw-labs/zeroclaw | Rust | 31,827 | 309 | 日更 |
| atomicbot | AtomicBot-ai/atomicbot | TypeScript | 322 | 353 | 日更 |
| kilocode | Kilo-Org/kilocode | TypeScript | 19,913 | 415 | 日更 |
| Anthropic-Cybersecurity-Skills | mukul975/Anthropic-Cybersecurity-Skills | Python | 14,801 | 4 | 不定期 |
| autobot | crystal-autobot/autobot | Crystal | 42 | 3 | 日更 |
| openclaw-android-node-apk | bighamx/openclaw-android-node-apk | TypeScript | 57 | 364 | 日更 |
| openclaw | kalachbeg/openclaw | TypeScript | 52 | 376 | 无 |
| swarmclaw | swarmclawai/swarmclaw | TypeScript | 555 | 11 | 日更 |
| openclaw-managed-agents | stainlu/openclaw-managed-agents | TypeScript | 428 | 1 | 不定期 |
| copilot-cli | github/copilot-cli | Shell | 10,729 | 21 | 日更 |
| claude-code.nvim | greggh/claude-code.nvim | Lua | 2,073 | 10 | 不定期 |
| spacebot | spacedriveapp/spacebot | Rust | 2,262 | 56 | 日更 |
| safestclaw | princezuda/safestclaw | Python | 277 | 3 | 日更 |
| picobot | louisho5/picobot | Go | 1,244 | 6 | 周更 |
| nanoclaw | nanocoai/nanoclaw | TypeScript | 29,737 | 92 | 不定期 |
| claude-hud | jarrodwatts/claude-hud | JavaScript | 24,659 | 76 | 周更 |
| sidekick-agent-hub | cesarandreslopez/sidekick-agent-hub | TypeScript | 71 | 2 | 日更 |
| nanoclaw | nanocoai/nanoclaw | TypeScript | 29,737 | 92 | 不定期 |
| tinyagi | TinyAGI/tinyagi | TypeScript | 3,571 | 10 | 日更 |
| openclaw | microsoft/openclaw | Unknown | 91 | 360 | 无 |
| Patter | PatterAI/Patter | Python | 508 | 6 | 日更 |
| ccusage | ryoppippi/ccusage | Rust | 15,701 | 68 | 日更 |
| context-optimizer-mcp-server | malaksedarous/context-optimizer-mcp-server | TypeScript | 59 | 1 | 周更 |
| openclawWeComzh | luolin-ai/openclawWeComzh | TypeScript | 108 | 363 | 不定期 |
| natively-cluely-ai-assistant | Natively-AI-assistant/natively-cluely-ai-assistant | TypeScript | 1,401 | 12 | 日更 |
| yantr | besoeasy/yantr | Vue | 129 | 8 | 无 |
| plandex | plandex-ai/plandex | Go | 15,445 | 22 | 日更 |
| ocode | haasonsaas/ocode | Python | 127 | 3 | 无 |
| mimiclaw | memovai/mimiclaw | C | 5,465 | 6 | 不定期 |
| zclaw | tnm/zclaw | C | 2,156 | 4 | 周更 |
| pickle-bot | czl9707/pickle-bot | Python | 23 | 3 | 周更 |
| formax | yusifeng/formax | TypeScript | 181 | 1 | 无 |
| DenchClaw | DenchHQ/DenchClaw | TypeScript | 1,607 | 364 | 日更 |
| ClawTeam-OpenClaw | win4r/ClawTeam-OpenClaw | Python | 1,395 | 27 | 不定期 |
| Canopy | kwalus/Canopy | Python | 285 | 2 | 日更 |
| GoGogot | aspasskiy/GoGogot | Go | 118 | 1 | 周更 |
| mini-claw | htlin222/mini-claw | TypeScript | 91 | 1 | 无 |
| superset | superset-sh/superset | TypeScript | 11,634 | 68 | 日更 |
| oli | amrit110/oli | Rust | 246 | 3 | 周更 |
| moxxy | moxxy-ai/moxxy | TypeScript | 1 | 3 | 日更 |
| jrdev | presstab/jrdev | Python | 66 | 4 | 日更 |
| trinity-claw | TrinityClaw/trinity-claw | Python | 9 | 1 | 无 |
| awesome-agent-skills | VoltAgent/awesome-agent-skills | Unknown | 24,584 | 87 | 无 |
| droidclaw | unitedbyai/droidclaw | TypeScript | 1,521 | 2 | 周更 |
| Clawlet | Kxrbx/Clawlet | Python | 12 | 1 | 不定期 |
| subzeroclaw | genlayerlabs/subzeroclaw | C | 118 | 2 | 无 |
| troublemaker | tinyfatco/troublemaker | TypeScript | 49 | 3 | 无 |
| codebase-argus | AaronZ345/codebase-argus | TypeScript | 57 | 1 | 不定期 |
| Awesome-OpenClaw | EthanYolo01/Awesome-OpenClaw | Unknown | 155 | 1 | 无 |
| TermiPet | bleeeet/TermiPet | Swift | 58 | 1 | 不定期 |
| angel-claw | Abdur-rahmaanJ/angel-claw | Python | 5 | 1 | 周更 |
| clawdroid | KarakuriAgent/clawdroid | Go | 14 | 49 | 周更 |
| safestclaw | princezuda/safestclaw | Python | 277 | 3 | 日更 |
| openzca | darkamenosa/openzca | JavaScript | 89 | 1 | 日更 |
| KKTerm | ryantsai/KKTerm | Rust | 126 | 5 | 日更 |
| openclaw-android-assistant | OpenClawAndroid/openclaw-android-assistant | TypeScript | 401 | 363 | 日更 |
| downy | bensenescu/downy | TypeScript | 193 | 2 | 无 |
| nanoclaw-py | ApeCodeAI/nanoclaw-py | Python | 170 | 1 | 无 |
| lettabot | letta-ai/lettabot | TypeScript | 327 | 23 | 日更 |
| shrew | Masmedeam/shrew | Go | 8 | 1 | 不定期 |
| supaclaw | vincenzodomina/supaclaw | TypeScript | 59 | 2 | 无 |
| atombot | daegwang/atombot | Python | 13 | 1 | 无 |
| lossless-claw-enhanced | win4r/lossless-claw-enhanced | TypeScript | 546 | 31 | 无 |
| hermitclaw | brendanhogan/hermitclaw | Python | 326 | 2 | 无 |
| babyclaw | yogesharc/babyclaw | JavaScript | 15 | 1 | 无 |
| ZeroClaw-Android | Natfii/ZeroClaw-Android | Unknown | 293 | 1 | 日更 |
综合评分与排名
hermes-agent
生产级自进化AI代理 | 供应链安全与多平台部署的行业标杆
AionUi
生产级多平台AI协作应用 | 代码质量与可持续性双优
nullclaw
极致轻量的生产级AI助手基础设施 | 单文件678KB/启动<2ms/全平台
维度评分明细
分身专项对比
将 OpenClaw 作为「接管基线」(灰色列),对比各项目是否具备替代 OpenClaw 的工程条件:
| 维度 |
openclaw 基线 |
hermes-agent | AionUi | nullclaw | Kai | DeepSeek-Reasonix | notebooklm-py | openfang | OpenCray | openclaw-cn | AstrBot | CodeWhale | oh-my-pi | ironclaw | nanobot | zeptoclaw | microclaw | EdgeClaw | cline | opencrabs | localclaw | QVerisBot | swarmvault | antigravity-awesome-skills | claude-skills | cc-connect | picoclaw | claw-empire | QwenPaw | ClawX | open-design | poco-claw | cc-switch | pi | agents | agent-zero | moltis | zeroclaw | atomicbot | kilocode | Anthropic-Cybersecurity-Skills | autobot | openclaw-android-node-apk | openclaw | swarmclaw | openclaw-managed-agents | copilot-cli | claude-code.nvim | spacebot | safestclaw | picobot | nanoclaw | claude-hud | sidekick-agent-hub | nanoclaw | tinyagi | openclaw | Patter | ccusage | context-optimizer-mcp-server | openclawWeComzh | natively-cluely-ai-assistant | yantr | plandex | ocode | mimiclaw | zclaw | pickle-bot | formax | DenchClaw | ClawTeam-OpenClaw | Canopy | GoGogot | mini-claw | superset | oli | moxxy | jrdev | trinity-claw | awesome-agent-skills | droidclaw | Clawlet | subzeroclaw | troublemaker | codebase-argus | Awesome-OpenClaw | TermiPet | angel-claw | clawdroid | safestclaw | openzca | KKTerm | openclaw-android-assistant | downy | nanoclaw-py | lettabot | shrew | supaclaw | atombot | lossless-claw-enhanced | hermitclaw | babyclaw | ZeroClaw-Android |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 代码质量 | 9 | 9 = | 9 = | 8 -1 | 9 = | 8 -1 | 9 = | 9 = | 8 -1 | 8 -1 | 8 -1 | 9 = | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 8 -1 | 8 -1 | 8 -1 | 9 = | 8 -1 | 8 -1 | 8 -1 | 9 = | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 7 -2 | 7 -2 | 8 -1 | 8 -1 | 7 -2 | 7 -2 | 7 -2 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 7 -2 | 8 -1 | 7 -2 | 7 -2 | 7 -2 | 8 -1 | 7 -2 | 7 -2 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 7 -2 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 8 -1 | 7 -2 | 7 -2 | 7 -2 | 7 -2 | 8 -1 | 6 -3 | 7 -2 | 7 -2 | 7 -2 | 7 -2 | 3 -6 | 7 -2 | 7 -2 | 8 -1 | 7 -2 | 7 -2 | 7 -2 | 7 -2 | 6 -3 | 6 -3 | 6 -3 | 6 -3 | 7 -2 | 7 -2 | 8 -1 | 5 -4 | 7 -2 | 6 -3 | 6 -3 | 5 -4 | 7 -2 | 5 -4 | 5 -4 | 3 -6 |
| 可维护性 | 9 | 9 = | 9 = | 8 -1 | 9 = | 9 = | 9 = | 8 -1 | 8 -1 | 9 = | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 9 = | 9 = | 8 -1 | 8 -1 | 8 -1 | 9 = | 8 -1 | 8 -1 | 9 = | 8 -1 | 7 -2 | 8 -1 | 9 = | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 7 -2 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 7 -2 | 8 -1 | 7 -2 | 8 -1 | 8 -1 | 7 -2 | 7 -2 | 7 -2 | 7 -2 | 8 -1 | 7 -2 | 7 -2 | 8 -1 | 7 -2 | 7 -2 | 7 -2 | 7 -2 | 8 -1 | 6 -3 | 7 -2 | 7 -2 | 6 -3 | 6 -3 | 8 -1 | 7 -2 | 6 -3 | 9 = | 7 -2 | 6 -3 | 5 -4 | 6 -3 | 5 -4 | 7 -2 | 6 -3 | 5 -4 | 6 -3 | 6 -3 | 7 -2 | 6 -3 | 5 -4 | 6 -3 | 5 -4 | 6 -3 | 5 -4 | 5 -4 | 5 -4 | 3 -6 |
| 健壮性 | 8 | 9 +1 | 9 +1 | 9 +1 | 8 = | 9 +1 | 9 +1 | 8 = | 9 +1 | 8 = | 7 -1 | 8 = | 9 +1 | 9 +1 | 8 = | 9 +1 | 9 +1 | 8 = | 8 = | 8 = | 9 +1 | 8 = | 8 = | 8 = | 9 +1 | 8 = | 6 -2 | 8 = | 7 -1 | 8 = | 8 = | 7 -1 | 8 = | 7 -1 | 7 -1 | 7 -1 | 8 = | 7 -1 | 8 = | 7 -1 | 7 -1 | 8 = | 7 -1 | 8 = | 7 -1 | 8 = | 7 -1 | 7 -1 | 7 -1 | 7 -1 | 7 -1 | 7 -1 | 6 -2 | 7 -1 | 8 = | 7 -1 | 8 = | 7 -1 | 7 -1 | 7 -1 | 7 -1 | 7 -1 | 7 -1 | 6 -2 | 7 -1 | 7 -1 | 8 = | 7 -1 | 6 -2 | 6 -2 | 6 -2 | 7 -1 | 6 -2 | 6 -2 | 7 -1 | 6 -2 | 6 -2 | 7 -1 | 6 -2 | 6 -2 | 6 -2 | 7 -1 | 4 -4 | 5 -3 | 6 -2 | 4 -4 | 7 -1 | 8 = | 5 -3 | 6 -2 | 7 -1 | 6 -2 | 6 -2 | 5 -3 | 4 -4 | 6 -2 | 5 -3 | 5 -3 | 4 -4 | 6 -2 | 4 -4 | 4 -4 | 2 -6 |
| 可持续性 | 9 | 9 = | 9 = | 9 = | 8 -1 | 9 = | 9 = | 8 -1 | 8 -1 | 9 = | 9 = | 9 = | 9 = | 8 -1 | 9 = | 8 -1 | 9 = | 9 = | 9 = | 8 -1 | 6 -3 | 7 -2 | 7 -2 | 9 = | 8 -1 | 7 -2 | 9 = | 8 -1 | 9 = | 8 -1 | 9 = | 8 -1 | 8 -1 | 9 = | 7 -2 | 9 = | 9 = | 8 -1 | 8 -1 | 9 = | 8 -1 | 7 -2 | 8 -1 | 6 -3 | 8 -1 | 6 -3 | 9 = | 8 -1 | 8 -1 | 7 -2 | 7 -2 | 6 -3 | 8 -1 | 8 -1 | 7 -2 | 8 -1 | 6 -3 | 6 -3 | 8 -1 | 6 -3 | 4 -5 | 7 -2 | 6 -3 | 8 -1 | 6 -3 | 7 -2 | 6 -3 | 6 -3 | 5 -4 | 7 -2 | 6 -3 | 5 -4 | 5 -4 | 4 -5 | 8 -1 | 6 -3 | 5 -4 | 5 -4 | 5 -4 | 6 -3 | 5 -4 | 4 -5 | 7 -2 | 4 -5 | 5 -4 | 4 -5 | 5 -4 | 3 -6 | 6 -3 | 5 -4 | 5 -4 | 7 -2 | 5 -4 | 4 -5 | 5 -4 | 2 -7 | 4 -5 | 4 -5 | 4 -5 | 2 -7 | 3 -6 | 3 -6 | 2 -7 |
| 可迁移性 | 9 | 10 +1 | 9 = | 10 +1 | 9 = | 9 = | 8 -1 | 10 +1 | 9 = | 9 = | 9 = | 9 = | 9 = | 9 = | 8 -1 | 9 = | 9 = | 9 = | 8 -1 | 9 = | 9 = | 9 = | 9 = | 8 -1 | 9 = | 8 -1 | 9 = | 9 = | 9 = | 9 = | 7 -2 | 8 -1 | 9 = | 8 -1 | 9 = | 8 -1 | 7 -2 | 8 -1 | 9 = | 8 -1 | 9 = | 9 = | 8 -1 | 9 = | 9 = | 9 = | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 9 = | 9 = | 8 -1 | 8 -1 | 7 -2 | 9 = | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 8 -1 | 6 -3 | 8 -1 | 8 -1 | 8 -1 | 6 -3 | 8 -1 | 8 -1 | 7 -2 | 7 -2 | 7 -2 | 7 -2 | 8 -1 | 8 -1 | 8 -1 | 7 -2 | 8 -1 | 7 -2 | 8 -1 | 8 -1 | 7 -2 | 8 -1 | 9 = | 8 -1 | 7 -2 | 10 +1 | 4 -5 | 7 -2 | 7 -2 | 7 -2 | 7 -2 | 3 -6 | 4 -5 | 5 -4 | 8 -1 | 8 -1 | 7 -2 | 6 -3 | 7 -2 | 6 -3 | 6 -3 | 4 -5 | 5 -4 |
| 可扩展性 | 8 | 9 +1 | 9 +1 | 9 +1 | 9 +1 | 8 = | 8 = | 9 +1 | 9 +1 | 8 = | 10 +2 | 8 = | 8 = | 9 +1 | 9 +1 | 8 = | 8 = | 9 +1 | 9 +1 | 8 = | 9 +1 | 8 = | 8 = | 8 = | 8 = | 9 +1 | 8 = | 8 = | 8 = | 8 = | 8 = | 9 +1 | 7 -1 | 8 = | 9 +1 | 9 +1 | 8 = | 9 +1 | 7 -1 | 8 = | 8 = | 8 = | 7 -1 | 8 = | 8 = | 8 = | 7 -1 | 7 -1 | 8 = | 8 = | 8 = | 8 = | 7 -1 | 7 -1 | 8 = | 7 -1 | 7 -1 | 8 = | 7 -1 | 7 -1 | 8 = | 8 = | 8 = | 7 -1 | 7 -1 | 7 -1 | 6 -2 | 8 = | 8 = | 7 -1 | 8 = | 8 = | 8 = | 7 -1 | 6 -2 | 8 = | 8 = | 8 = | 8 = | 8 = | 7 -1 | 7 -1 | 2 -6 | 8 = | 7 -1 | 8 = | 8 = | 8 = | 6 -2 | 6 -2 | 6 -2 | 7 -1 | 7 -1 | 6 -2 | 7 -1 | 7 -1 | 6 -2 | 7 -1 | 6 -2 | 5 -3 | 6 -2 | 4 -4 | 6 -2 |
选型建议
生产部署(当前)
推荐首选推荐 hermes-agent — 适合追求长期迭代与多渠道部署的企业级AI应用
安全关键场景
安全首选推荐 hermes-agent — 适合追求长期迭代与多渠道部署的企业级AI应用
长期个人代理(可扩展)
扩展性强推荐 hermes-agent — 适合追求长期迭代与多渠道部署的企业级AI应用
复核方法
GitHub 元数据
提交、贡献者、Issue、标签、release、活跃度分析
核心源码审查
复核 8~10 个核心源文件:provider / channel / tool / security
CI/CD 审查
lint、测试、发布、安全扫描、依赖策略检查