| 2026-03-15T08:49:38.285Z | message | assistant | - | - | [[reply_to_current]] 在。你这像是测试消息。 要我继续刚才那个 `ontology` 话题，还是你有别的要我处理？ |
| 2026-03-15T08:49:28.970Z | message | user | - | - | System: [2026-03-15 16:49:27 GMT+8] Feishu[jarvis] DM | ou_68f5d828be7811283af89741dac70d19 [msg:om_x100b545367ab60b0c4d89952bcd8521] Conversation info (untrusted metadata): ```json { "message_id": "om_x100b545367ab60b0c4d89952bcd8521", "sender_id": "ou_68f5d828be7811283af89741dac70d19", "sender": "ou_68f5d828be7811283af89741dac70d19", "timestamp": "Sun 2026-03-15 16:49 GMT+8" } ``` Sender (untrusted metadata): ```json { "label": "ou_68f5d828be7811283af89741dac70d19", "id": "ou_68f5d828be7811283af89741dac70d19", "name": "ou_68f5d828be7811283af89741dac70d19" } ``` 1111 |
| 2026-03-14T20:16:37.132Z | message | assistant | - | - | [[reply_to_current]] 我看了下，`ontology` 这个 skill 本质上不是“做某个具体业务”的，而是一个**结构化记忆 / 知识图谱层**。 简单说，它是拿来干这个的： - 把信息按**实体 + 关系**存起来 比如 `Person`、`Project`、`Task`、`Event`、`Document` - 实体之间可以连关系 比如： - 项目 `has_owner` 某个人 - 任务 `blocks` 另一个任务 - 事件 `for_project` 某项目 - 每次写入前会做**约束校验** - Task 必须有 `title`、`status` - Event 的 `end` 不能早于 `start` - Credential 不能直接存 secret/token 它适合的场景大概是： - 想让 agent **长期记住结构化信息** - 想查“我知道 X 什么”“项目 Z 有哪些任务” - 想做**依赖关系 / 关联查询** - 多个 skill 之间想共享同一套状态 - 想把规划过程表示成一串“图上的变更” 它不是特别适合： - 只是记几条普通笔记 - 一次性问答 - 不需要关系和约束的简单 memory 查到的主流版本里，最像你问的这个是： - `sundial-org/awesome-openclaw-skills@ontology` 它的描述一句话就是： > 用“带类型和约束的知识图谱”来表示记忆和状态。 如果你要我给你下结论： - **你把它当“高级 memory skill”就对了** - 比普通笔记强在：**可关联、可校... |
| 2026-03-14T20:16:07.998Z | tool_event | toolResult | tool | - | { "url": "https://skills.sh/sundial-org/awesome-openclaw-skills/ontology", "finalUrl": "https://skills.sh/sundial-org/awesome-openclaw-skills/ontology", "status": 200, "contentType": "text/html", "title": "\n<<<EXTERNAL_UNTRUSTED_CONTENT id=\"4e4b1fc2c89c2496\">>>\nSource: Web Fetch\n---\nontology by sundial-org/awesome-openclaw-skills\n<<<END_EXTERNAL_UNTRUSTED_CONTENT id=\"4e4b1fc2c89c2496\">>>", "extractMode": "markdown", "extractor": "readability", "externalContent": { "untrusted": true, "source": "web_fetch", "wrapped": true }, "truncated": false, "length": 5850, "rawLength": 5079, "wrappedLength": 5850, "fetchedAt": "2026-03-14T20:16:07.959Z", "tookMs": 1513, "text": "SECURITY NOTIC... |
| 2026-03-14T20:16:06.413Z | message | assistant | - | - | **Inspecting top result** I need to take a closer look at the top result description. It seems like fetching the skills.sh page might give me the details I need. I'll use a web fetching method on the top URL to get that information. This way, I can ensure I have the most accurate and relevant description to work with. Let's see what I find there! |
| 2026-03-14T20:15:59.798Z | tool_event | toolResult | tool | - | [38;5;250m███████╗██╗ ██╗██╗██╗ ██╗ ███████╗[0m [38;5;248m██╔════╝██║ ██╔╝██║██║ ██║ ██╔════╝[0m [38;5;245m███████╗█████╔╝ ██║██║ ██║ ███████╗[0m [38;5;243m╚════██║██╔═██╗ ██║██║ ██║ ╚════██║[0m [38;5;240m███████║██║ ██╗██║███████╗███████╗███████║[0m [38;5;238m╚══════╝╚═╝ ╚═╝╚═╝╚══════╝╚══════╝╚══════╝[0m [38;5;102mInstall with[0m npx skills add <owner/repo@skill> [38;5;145msundial-org/awesome-openclaw-skills@ontology[0m [36m995 installs[0m [38;5;102m└ https://skills.sh/sundial-org/awesome-openclaw-skills/ontology[0m [38;5;145mhiveminderbot/ontology@ontology[0m [36m49 installs[0m [38;5;102m└ https://skills.sh/hiveminderbot/ontology/ontology[0m [38;5;145mskills.volces.com@ontology[0m [36m1... |
| 2026-03-14T20:15:50.741Z | message | assistant | - | - | 我顺手查下这个 skill 在技能生态里是怎么描述的。 |
| 2026-03-14T20:15:45.658Z | tool_event | toolResult | tool | - | --- name: find-skills description: Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill. --- # Find Skills This skill helps you discover and install skills from the open agent skills ecosystem. ## When to Use This Skill Use this skill when the user: - Asks "how do I do X" where X might be a common task with an existing skill - Says "find a skill for X" or "is there a skill for X" - Asks "can you do X" where X is a specialized capability - Expr... |
| 2026-03-14T20:15:29.296Z | tool_event | toolResult | tool | - | [user skills] /root/.openclaw/skills/skill-vetter /root/.openclaw/skills/feishu-agent-routing /root/.openclaw/skills/add-independent-agent /root/.openclaw/skills/find-skills /root/.openclaw/skills/agent-browser /root/.openclaw/skills/openclaw-tavily-search /root/.openclaw/skills/self-improving-agent /root/.openclaw/skills/humanizer-zh /root/.openclaw/skills/summarize /root/.openclaw/skills/weather /root/.openclaw/skills/capability-evolver [extension skills] /root/.openclaw/extensions/openclaw-lark/skills/feishu-channel-rules /root/.openclaw/extensions/openclaw-lark/skills/feishu-im-read /root/.openclaw/extensions/openclaw-lark/skills/feishu-troubleshoot /root/.openclaw/extensions/openclaw... |
| 2026-03-14T20:15:29.183Z | message | assistant | - | - | **Exploring ontology skills** I think the user might be asking about an ontology skill from an external repository like ClawHub that isn't installed yet. To get clarity, I could inspect the list of installed skills. Using exec to list directories in the skills folders could help me locate skill names; maybe I’d recognize something relevant. It feels like a small detective task, piecing together what the user needs! Let's see what I can find! |
| 2026-03-14T20:15:19.200Z | tool_event | toolResult | tool | - | (no output) |
| 2026-03-14T20:15:16.472Z | message | assistant | - | - | **Looking for files efficiently** I'm trying to grep through huge binary noise from binary files, but it seems like I need a better way to search for specific file names or directories. I should think about excluding binaries or possibly using skills to find directories more efficiently. Maybe I can locate a skill called "ontology" under /.openclaw/skills? It looks like using the right find directories will help narrow down what I need to look for. |
| 2026-03-14T20:14:59.733Z | tool_event | toolResult | tool | - | 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... |
| 2026-03-14T20:14:48.229Z | tool_event | toolResult | tool | - | (no output) |
| 2026-03-14T20:14:39.584Z | tool_event | toolResult | tool | - | (no output) |
| 2026-03-14T20:14:38.887Z | message | assistant | - | - | [[reply_to_current]] 我看下这个 skill 是什么。 |
| 2026-03-14T20:14:27.433Z | tool_event | toolResult | tool | - | --- name: feishu-channel-rules description: | Lark/Feishu channel output rules. Always active in Lark conversations. alwaysActive: true --- # Lark Output Rules ## Writing Style - Short, conversational, low ceremony — talk like a coworker, not a manual - Prefer plain sentences over bullet lists when a brief answer suffices - Get to the point and stop — no need for a summary paragraph every time ## Note - Lark Markdown differs from standard Markdown in some ways; when unsure, refer to `references/markdown-syntax.md` |
| 2026-03-14T20:14:27.385Z | message | assistant | - | - | **Inspecting the ontology skill** The user is asking about the "ontology" skill, likely wanting to know its function. I need to first check mandatory skills, which should always be active in Lark conversations. The "feishu-channel-rules" seem relevant. I'll read the SKILL.md documentation and see if there's any reference to the ontology skill. It doesn’t appear to be listed, so I might need to search for it in the skills directory. I’ll also check the AGENTS startup context for any relevant memory. |
| 2026-03-14T20:14:15.409Z | message | user | - | - | System: [2026-03-15 04:14:13 GMT+8] Feishu[jarvis] DM | ou_68f5d828be7811283af89741dac70d19 [msg:om_x100b5468578138a0c10de86d2cdb823] Conversation info (untrusted metadata): ```json { "message_id": "om_x100b5468578138a0c10de86d2cdb823", "sender_id": "ou_68f5d828be7811283af89741dac70d19", "sender": "ou_68f5d828be7811283af89741dac70d19", "timestamp": "Sun 2026-03-15 04:14 GMT+8" } ``` Sender (untrusted metadata): ```json { "label": "ou_68f5d828be7811283af89741dac70d19", "id": "ou_68f5d828be7811283af89741dac70d19", "name": "ou_68f5d828be7811283af89741dac70d19" } ``` 帮我看看ontology这个 skills 是干嘛的 |