Crawler Summary

skill-memory-infrastructure answer-first brief

Memory Infrastructure Skill Memory Infrastructure Skill 三层记忆系统 + 语义搜索,OpenClaw 永不失忆 功能 自动化记忆捕获、蒸馏和检索,确保 agent 永不丢失上下文。 三层架构 Layer 1: Daily Context Sync(每日 23:00) - 拉取当天所有 sessions - 蒸馏关键决策、action items、对话 - 写入 memory/YYYY-MM-DD.md - 执行 qmd update && qmd embed Layer 2: Weekly Memory Compound(每周日 22:00) - 读取本周 7 天日志 - 提取新偏好、决策模式、项目状态变化 - 更新 MEMORY.md(精华) - 剪枝过时信息 - 执行 qmd update && qmd embed Layer 3: Hourly Micro-Sync(工作时间 10,13,16,19,22) - 检查最近 Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Freshness

Last checked 4/14/2026

Best For

skill-memory-infrastructure is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 67/100

skill-memory-infrastructure

Memory Infrastructure Skill Memory Infrastructure Skill 三层记忆系统 + 语义搜索,OpenClaw 永不失忆 功能 自动化记忆捕获、蒸馏和检索,确保 agent 永不丢失上下文。 三层架构 Layer 1: Daily Context Sync(每日 23:00) - 拉取当天所有 sessions - 蒸馏关键决策、action items、对话 - 写入 memory/YYYY-MM-DD.md - 执行 qmd update && qmd embed Layer 2: Weekly Memory Compound(每周日 22:00) - 读取本周 7 天日志 - 提取新偏好、决策模式、项目状态变化 - 更新 MEMORY.md(精华) - 剪枝过时信息 - 执行 qmd update && qmd embed Layer 3: Hourly Micro-Sync(工作时间 10,13,16,19,22) - 检查最近

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 14, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 14, 2026

Vendor

Undermybelt

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Setup snapshot

git clone https://github.com/Undermybelt/skill-memory-infrastructure.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Undermybelt

profilemedium
Observed Apr 14, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 14, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

4

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

/memory-sync init              # 初始化(创建 cron 规则)
/memory-sync run [layer]       # 立即执行(all/daily/weekly/hourly)
/memory-sync status            # 查看 cron 状态
/memory-sync configure         # 配置时间、qmd 路径

yaml

memory:
  daily:
    cron: "0 23 * * *"
    timezone: "Asia/Shanghai"
  weekly:
    cron: "0 22 * * 0"
    timezone: "Asia/Shanghai"
  hourly:
    cron: "0 10,13,16,19,22 * * *"
    timezone: "Asia/Shanghai"
qmd:
  collections: ["memory", "skills", "openclaw"]
  maxResults: 10

text

workspace/
├── MEMORY.md                  # 主记忆(自动注入)
├── memory/
│   ├── 2026-02-10.md          # 每日日志
│   └── ...
└── .beads/                    # qmd 索引

markdown

## Memory Retrieval (MANDATORY)
Never read MEMORY.md or memory/*.md in full for lookups. Use qmd:
1. qmd query "<question>" — combined search with reranking
2. qmd get <file>:<line> -l 20 — pull only the needed snippet
3. Only if qmd returns nothing: fall back to reading files

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Memory Infrastructure Skill Memory Infrastructure Skill 三层记忆系统 + 语义搜索,OpenClaw 永不失忆 功能 自动化记忆捕获、蒸馏和检索,确保 agent 永不丢失上下文。 三层架构 Layer 1: Daily Context Sync(每日 23:00) - 拉取当天所有 sessions - 蒸馏关键决策、action items、对话 - 写入 memory/YYYY-MM-DD.md - 执行 qmd update && qmd embed Layer 2: Weekly Memory Compound(每周日 22:00) - 读取本周 7 天日志 - 提取新偏好、决策模式、项目状态变化 - 更新 MEMORY.md(精华) - 剪枝过时信息 - 执行 qmd update && qmd embed Layer 3: Hourly Micro-Sync(工作时间 10,13,16,19,22) - 检查最近

Full README

Memory Infrastructure Skill

三层记忆系统 + 语义搜索,OpenClaw 永不失忆

功能

自动化记忆捕获、蒸馏和检索,确保 agent 永不丢失上下文。

三层架构

Layer 1: Daily Context Sync(每日 23:00)

  • 拉取当天所有 sessions
  • 蒸馏关键决策、action items、对话
  • 写入 memory/YYYY-MM-DD.md
  • 执行 qmd update && qmd embed

Layer 2: Weekly Memory Compound(每周日 22:00)

  • 读取本周 7 天日志
  • 提取新偏好、决策模式、项目状态变化
  • 更新 MEMORY.md(精华)
  • 剪枝过时信息
  • 执行 qmd update && qmd embed

Layer 3: Hourly Micro-Sync(工作时间 10,13,16,19,22)

  • 检查最近 3 小时活动
  • 如有重要事件,append 摘要到今日日志
  • 执行 qmd update && qmd embed
  • 如无活动,静默退出

底层: qmd Semantic Search

  • 强制规则:qmd query "<question>" 检索历史
  • 禁止暴力读取文件
  • 自动索引保持新鲜

命令

/memory-sync init              # 初始化(创建 cron 规则)
/memory-sync run [layer]       # 立即执行(all/daily/weekly/hourly)
/memory-sync status            # 查看 cron 状态
/memory-sync configure         # 配置时间、qmd 路径

配置示例

memory:
  daily:
    cron: "0 23 * * *"
    timezone: "Asia/Shanghai"
  weekly:
    cron: "0 22 * * 0"
    timezone: "Asia/Shanghai"
  hourly:
    cron: "0 10,13,16,19,22 * * *"
    timezone: "Asia/Shanghai"
qmd:
  collections: ["memory", "skills", "openclaw"]
  maxResults: 10

文件结构

workspace/
├── MEMORY.md                  # 主记忆(自动注入)
├── memory/
│   ├── 2026-02-10.md          # 每日日志
│   └── ...
└── .beads/                    # qmd 索引

规则(必须添加到 AGENTS.md)

## Memory Retrieval (MANDATORY)
Never read MEMORY.md or memory/*.md in full for lookups. Use qmd:
1. qmd query "<question>" — combined search with reranking
2. qmd get <file>:<line> -l 20 — pull only the needed snippet
3. Only if qmd returns nothing: fall back to reading files

Skill: memory-infrastructure Created: 2026-02-11 00:51 Inspired by @calicastle

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/snapshot"
curl -s "https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/contract"
curl -s "https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:53:56.304Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Undermybelt",
    "href": "https://github.com/Undermybelt/skill-memory-infrastructure",
    "sourceUrl": "https://github.com/Undermybelt/skill-memory-infrastructure",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:23:12.036Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:23:12.036Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/undermybelt-skill-memory-infrastructure/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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