{"id":"a9a5d750-6833-41be-8086-bce0571abaf0","entityType":"agent","slug":"clawhub-lingmoon96-dev-lossless-claw","name":"lossless-claw","canonicalUrl":"https://www.xpersona.co/agent/clawhub-lingmoon96-dev-lossless-claw","canonicalPath":"/agent/clawhub-lingmoon96-dev-lossless-claw","generatedAt":"2026-10-09T08:40:08.673Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T02:48:32.519Z","emptyReason":null},"description":"无损回忆技能。对对话或会话记录做本地蒸馏，提取身份信息、偏好、任务和长期知识，剔除噪声并保留可追溯日志。 Skill: lossless-claw Owner: lingmoon96-dev Summary: 无损回忆技能。对对话或会话记录做本地蒸馏，提取身份信息、偏好、任务和长期知识，剔除噪声并保留可追溯日志。 Tags: latest:1.0.1 Version history: v1.0.1 | 2026-03-31T07:37:07.005Z | user Sync local workspace skills into ClawHub tracking from the current OpenClaw workspace. v1.0.0 | 2026-03-31T07:35:03.633Z | user Sync local workspace skills into ClawHub tracking from the current OpenClaw workspace. 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无损回忆技能。对对话或会话记录做本地蒸馏，提取身份信息、偏好、任务和长期知识，剔除噪声并保留可追溯日志。\n\nTags: latest:1.0.1\n\nVersion history:\n\nv1.0.1 | 2026-03-31T07:37:07.005Z | user\n\nSync local workspace skills into ClawHub tracking from the current OpenClaw workspace.\n\nv1.0.0 | 2026-03-31T07:35:03.633Z | user\n\nSync local workspace skills into ClawHub tracking from the current OpenClaw workspace.\n\nArchive index:\n\nArchive v1.0.1: 3 files, 1983 bytes\n\nFiles: skill-card.md (1996b), SKILL.md (783b), _meta.json (132b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: lossless-claw\ndescription: 无损回忆技能。对对话或会话记录做本地蒸馏，提取身份信息、偏好、任务和长期知识，剔除噪声并保留可追溯日志。\n---\n\n# Lossless Claw\n\n通过“短期全量记录 + 长期结构化沉淀”实现无损回忆。\n\n## 工作流\n\n1. 读取会话文本或日志\n2. 提取身份、偏好、任务、知识\n3. 将原始内容保留到短期日志\n4. 将高价值内容提升到长期层\n5. 生成可追溯摘要\n\n## 推荐命令\n\n```bash\npython3 scripts/personal_ai_memory.py distill --input /path/to/session.md\npython3 scripts/personal_ai_memory.py distill --input /path/to/session.md --apply\n```\n\n## 输出目标\n\n- 重要内容永久固化\n- 无效噪声不进入长期层\n- 保留完整短期回溯链路\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn73dh3npjjkzpwse73d9tn70n82n0ff\",\n  \"slug\": \"lossless-claw\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1774942627005\n}\n\nFile v1.0.1:skill-card.md\n\n## Description:\n\nLossless Claw distills conversations or session logs into local memory by extracting identity details, preferences, tasks, and durable knowledge while preserving traceable short-term logs.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[lingmoon96-dev](https://clawhub.ai/user/lingmoon96-dev)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users and developers use this skill to convert conversation or session records into structured local memory, including preferences, tasks, durable knowledge, and traceable summaries.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill encourages permanent retention of conversation logs and personal details without documented privacy controls.\n\nMitigation: Use it only with inputs approved for retention, and require a clear storage location, review step, redaction process, and deletion path before applying long-term memory changes.\n\nRisk: Sensitive personal, credential, or business data from session logs could be promoted into long-term memory.\n\nMitigation: Review and redact proposed memory updates before applying them, especially when using commands that persist distilled content.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/lingmoon96-dev/skills/lossless-claw)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Shell commands, Guidance]\n\n**Output Format:** [Markdown summaries with inline shell commands]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Produces traceable summaries and memory-update guidance; long-term retention should be reviewed before applying changes.]\n\n## Skill Version(s):\n\n1.0.1 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.0.0: 2 files, 889 bytes\n\nFiles: SKILL.md (783b), _meta.json (132b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: lossless-claw\ndescription: 无损回忆技能。对对话或会话记录做本地蒸馏，提取身份信息、偏好、任务和长期知识，剔除噪声并保留可追溯日志。\n---\n\n# Lossless Claw\n\n通过“短期全量记录 + 长期结构化沉淀”实现无损回忆。\n\n## 工作流\n\n1. 读取会话文本或日志\n2. 提取身份、偏好、任务、知识\n3. 将原始内容保留到短期日志\n4. 将高价值内容提升到长期层\n5. 生成可追溯摘要\n\n## 推荐命令\n\n```bash\npython3 scripts/personal_ai_memory.py distill --input /path/to/session.md\npython3 scripts/personal_ai_memory.py distill --input /path/to/session.md --apply\n```\n\n## 输出目标\n\n- 重要内容永久固化\n- 无效噪声不进入长期层\n- 保留完整短期回溯链路\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn73dh3npjjkzpwse73d9tn70n82n0ff\",\n  \"slug\": \"lossless-claw\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1774942503633\n}","readmeExcerpt":"Skill: lossless-claw Owner: lingmoon96-dev Summary: 无损回忆技能。对对话或会话记录做本地蒸馏，提取身份信息、偏好、任务和长期知识，剔除噪声并保留可追溯日志。 Tags: latest:1.0.1 Version history: v1.0.1 | 2026-03-31T07:37:07.005Z | user Sync local workspace skills into ClawHub tracking from the current OpenClaw workspace. v1.0.0 | 2026-03-31T07:35:03.633Z | user Sync local workspace skills into ClawHub tracking from the current OpenClaw workspace. Archive index: Archive ","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"python3 scripts/personal_ai_memory.py distill --input /path/to/session.md\npython3 scripts/personal_ai_memory.py distill --input /path/to/session.md --apply"},{"language":"bash","snippet":"python3 scripts/personal_ai_memory.py distill --input /path/to/session.md\npython3 scripts/personal_ai_memory.py distill --input /path/to/session.md --apply"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: lossless-claw\ndescription: 无损回忆技能。对对话或会话记录做本地蒸馏，提取身份信息、偏好、任务和长期知识，剔除噪声并保留可追溯日志。\n---\n\n# Lossless Claw\n\n通过“短期全量记录 + 长期结构化沉淀”实现无损回忆。\n\n## 工作流\n\n1. 读取会话文本或日志\n2. 提取身份、偏好、任务、知识\n3. 将原始内容保留到短期日志\n4. 将高价值内容提升到长期层\n5. 生成可追溯摘要\n\n## 推荐命令\n\n```bash\npython3 scripts/personal_ai_memory.py distill --input /path/to/session.md\npython3 scripts/personal_ai_memory.py distill --input /path/to/session.md --apply\n```\n\n## 输出目标\n\n- 重要内容永久固化\n- 无效噪声不进入长期层\n- 保留完整短期回溯链路"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn73dh3npjjkzpwse73d9tn70n82n0ff\",\n  \"slug\": \"lossless-claw\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1774942627005\n}"},{"path":"skill-card.md","content":"## Description:\n\nLossless Claw distills conversations or session logs into local memory by extracting identity details, preferences, tasks, and durable knowledge while preserving traceable short-term logs.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[lingmoon96-dev](https://clawhub.ai/user/lingmoon96-dev)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users and developers use this skill to convert conversation or session records into structured local memory, including preferences, tasks, durable knowledge, and traceable summaries.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill encourages permanent retention of conversation logs and personal details without documented privacy controls.\n\nMitigation: Use it only with inputs approved for retention, and require a clear storage location, review step, redaction process, and deletion path before applying long-term memory changes.\n\nRisk: Sensitive personal, credential, or business data from session logs could be promoted into long-term memory.\n\nMitigation: Review and redact proposed memory updates before applying them, especially when using commands that persist distilled content.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/lingmoon96-dev/skills/lossless-claw)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Shell commands, Guidance]\n\n**Output Format:** [Markdown summaries with inline shell commands]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Produces traceable summaries and memory-update guidance; long-term retention should be reviewed before applying changes.]\n\n## Skill Version(s):\n\n1.0.1 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"无损回忆技能。对对话或会话记录做本地蒸馏，提取身份信息、偏好、任务和长期知识，剔除噪声并保留可追溯日志。 Skill: lossless-claw Owner: lingmoon96-dev Summary: 无损回忆技能。对对话或会话记录做本地蒸馏，提取身份信息、偏好、任务和长期知识，剔除噪声并保留可追溯日志。 Tags: latest:1.0.1 Version history: v1.0.1 | 2026-03-31T07:37:07.005Z | user Sync local workspace skills into ClawHub tracking from the current OpenClaw workspace. v1.0.0 | 2026-03-31T07:35:03.633Z | user Sync local workspace skills into ClawHub tracking from the current OpenClaw workspace. 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