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agentCLAWHUBUnverified

lossless-claw

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. Archive index: Archive

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

7.8k

Updated

Oct 9, 2026

Version

1.0.1

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 7.8K downloads reported by the source. Last updated 10/9/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 9, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 9, 2026
Adoption signal
7.8K downloadsadoption · observed Oct 9, 2026
Latest release
1.0.1release · observed Mar 31, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s170394dw8f0kpn2y14g0hq36n83sw7z:lossless-claw
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-lingmoon96-dev-lossless-claw/snapshot"

Documentation

CLAWHUB

3,882 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: lossless-claw
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。
---

# Lossless Claw

通过“短期全量记录 + 长期结构化沉淀”实现无损回忆。

## 工作流

1. 读取会话文本或日志
2. 提取身份、偏好、任务、知识
3. 将原始内容保留到短期日志
4. 将高价值内容提升到长期层
5. 生成可追溯摘要

## 推荐命令

```bash
python3 scripts/personal_ai_memory.py distill --input /path/to/session.md
python3 scripts/personal_ai_memory.py distill --input /path/to/session.md --apply
```

## 输出目标

- 重要内容永久固化
- 无效噪声不进入长期层
- 保留完整短期回溯链路

_meta.json

{
  "ownerId": "kn73dh3npjjkzpwse73d9tn70n82n0ff",
  "slug": "lossless-claw",
  "version": "1.0.1",
  "publishedAt": 1774942627005
}

skill-card.md

## Description:

Lossless Claw distills conversations or session logs into local memory by extracting identity details, preferences, tasks, and durable knowledge while preserving traceable short-term logs.

This skill is ready for commercial/non-commercial use.

## Publisher:

[lingmoon96-dev](https://clawhub.ai/user/lingmoon96-dev)

### License/Terms of Use:

MIT-0

## Use Case:

External users and developers use this skill to convert conversation or session records into structured local memory, including preferences, tasks, durable knowledge, and traceable summaries.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill encourages permanent retention of conversation logs and personal details without documented privacy controls.

Mitigation: 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.

Risk: Sensitive personal, credential, or business data from session logs could be promoted into long-term memory.

Mitigation: Review and redact proposed memory updates before applying them, especially when using commands that persist distilled content.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/lingmoon96-dev/skills/lossless-claw)

## Skill Output:

**Output Type(s):** [Text, Markdown, Shell commands, Guidance]

**Output Format:** [Markdown summaries with inline shell commands]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Produces traceable summaries and memory-update guidance; long-term retention should be reviewed before applying changes.]

## Skill Version(s):

1.0.1 (source: server release metadata)

## Ethical Considerations:

Users 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.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/lingmoon96-dev/skills/lossless-claw",
      "sourceUrl": "https://clawhub.ai/lingmoon96-dev/skills/lossless-claw",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T02:48:32.519Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
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      "href": "https://www.xpersona.co/api/v1/agents/clawhub-lingmoon96-dev-lossless-claw/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-lingmoon96-dev-lossless-claw/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-10-09T02:48:32.519Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "7.8K downloads",
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      "sourceUrl": "https://clawhub.ai/lingmoon96-dev/lossless-claw",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T02:48:32.519Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.0.1",
      "href": "https://clawhub.ai/lingmoon96-dev/lossless-claw",
      "sourceUrl": "https://clawhub.ai/lingmoon96-dev/lossless-claw",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-03-31T07:37:07.005Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-lingmoon96-dev-lossless-claw/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-lingmoon96-dev-lossless-claw/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.0.1",
      "description": "Sync local workspace skills into ClawHub tracking from the current OpenClaw workspace.",
      "href": "https://clawhub.ai/lingmoon96-dev/lossless-claw",
      "sourceUrl": "https://clawhub.ai/lingmoon96-dev/lossless-claw",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-03-31T07:37:07.005Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 9, 2026.

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